{
  "type": "tool_reference",
  "tool_name": "TaskList"
}

{
  "type": "tool_reference",
  "tool_name": "TaskGet"
}

{
  "type": "tool_reference",
  "tool_name": "mcp__pkm-agent__search_records"
}

{
  "type": "tool_reference",
  "tool_name": "mcp__pkm-agent__show_record"
}

No tasks found

1	#!/usr/bin/env bash
2	# vds-exec.sh — single multiplexed SSH channel to the VDS (PKM lane).
3	#
4	# WHY: when many workflow lanes hit the VDS in parallel, each would otherwise open
5	# its own SSH connection → duplicate sessions / "dedup" churn / rate-limit / host-key
6	# noise. This routes ALL lanes through ONE ControlMaster connection (pre-warmed once);
7	# every parallel session multiplexes over that single channel. Writes can be serialized
8	# with run-locked. Portable to macOS (no flock dependency).
9	#
10	# Usage:
11	#   vds-exec.sh prewarm                 # open the master once (do this before fan-out)
12	#   vds-exec.sh status                  # is the master alive?
13	#   vds-exec.sh run   '<remote cmd>'    # concurrent-safe remote command (reads)
14	#   vds-exec.sh runl  '<remote cmd>'    # serialized remote command (writes)
15	#   vds-exec.sh stop                    # close the master
16	set -uo pipefail
17	
18	VDS_HOST="${VDS_HOST:-aina-vds-tf}"
19	CM_DIR="${CM_DIR:-$HOME/.ssh/cm}"
20	CP="${CP:-$CM_DIR/pkm-vds.sock}"
21	LOCKDIR="${LOCKDIR:-$HOME/PKM/scratch/pkm-deepdive/.vds-write.lock.d}"
22	SSH_OPTS=(
23	  -o BatchMode=yes
24	  -o ConnectTimeout=12
25	  -o ServerAliveInterval=30
26	  -o ServerAliveCountMax=4
27	  -o ControlMaster=auto
28	  -o "ControlPath=$CP"
29	  -o ControlPersist=15m
30	)
31	
32	mkdir -p "$CM_DIR" 2>/dev/null || true
33	chmod 700 "$CM_DIR" 2>/dev/null || true
34	
35	cmd="${1:-help}"; shift 2>/dev/null || true
36	
37	case "$cmd" in
38	  prewarm)
39	    ssh "${SSH_OPTS[@]}" "$VDS_HOST" 'echo prewarm_ok; hostname; date "+%Y-%m-%dT%H:%M:%S%z"'
40	    ;;
41	  status)
42	    ssh -O check -o "ControlPath=$CP" "$VDS_HOST" 2>&1 || { echo "no master"; exit 1; }
43	    ;;
44	  run)
45	    ssh "${SSH_OPTS[@]}" "$VDS_HOST" "$@"
46	    ;;
47	  runl|run-locked)
48	    tries=0
49	    until mkdir "$LOCKDIR" 2>/dev/null; do
50	      tries=$((tries+1)); [ "$tries" -gt 300 ] && { echo "lock timeout" >&2; break; }
51	      sleep 0.2
52	    done
53	    trap 'rmdir "$LOCKDIR" 2>/dev/null || true' EXIT
54	    ssh "${SSH_OPTS[@]}" "$VDS_HOST" "$@"
55	    ;;
56	  stop)
57	    ssh -O exit -o "ControlPath=$CP" "$VDS_HOST" 2>&1 || echo "no master"
58	    ;;
59	  *)
60	    echo "usage: vds-exec.sh {prewarm|status|run <cmd>|runl <cmd>|stop}"
61	    ;;
62	esac
63	

{"result":[{"id":"wiki:sessions/2026-06-21-019eea5a-acad-worktrees-acad-110-m3-arena.html","source":"Wiki","source_type":"wiki","title":"Built Server-Authoritative Practice Arena Loop","date":"2026-06-21","topic":"Sessions","subtopic":"sessions","summary":"Built Server-Authoritative Practice Arena Loop Built Server-Authoritative Practice Arena Loop One-line summary Codex implemented the ACAD-110 M3 Practice Arena lane for ainative-academy , adding server-authoritative practice runs, capped attempts, evaluator reuse, M2 learning-event emission, tests, and review reports. What was decided The Practice Arena should be implemented immediately as an autonomous build lane,...","action":"","url":"/wiki/sessions/2026-06-21-019eea5a-acad-worktrees-acad-110-m3-arena.html","visibility":"private","tags":["Sessions"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-06-21","source_mtime":"2026-06-29","date_basis":"path_date","created_at":"","updated_at":""}},{"id":"transcript:claude-code:agent-a64507acc9b63710c","source":"Claude Code","source_type":"transcript","title":"You are the LEAD ARCHITECT making the FINAL call for AINA build \"M3-practice-ar…","date":"2026-06-21","topic":"AI & Technology","subtopic":"Users/Ali","summary":"You are the LEAD ARCHITECT making the FINAL call for AINA build \"M3-practice-arena\". Decide; do not defer. QUESTION: Design the Practice Arena for M3: (a) data model — new practice_runs/practice_attempts tables, or reuse mission_runs? (b) …","action":"","url":"/transcripts/html/claude-code/wf_1e787463-397/agent-a64507acc9b63710c/index.html","visibility":"private","tags":["Claude Code","Users/Ali","claude-opus-4-8"],"entities":{},"message_count":87,"project":"Users/Ali","model":"claude-opus-4-8","content_type":"transcript","status":"raw","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"cwd":"/Users/Ali","project_method":"path-fallback","duration_seconds":650,"tokens_total":7459841,"tool_calls":46}},{"id":"69e9319f-04a4-8332-9ece-d384f49b646b","source":"ChatGPT","source_type":"knowledge","title":"Personalization patterns from Cloudflare Project Think","date":"2026-04-22","topic":"AI & Technology","subtopic":"AI Tools & Prompting","summary":"In my use case it’s a split screen with sandbox - which essentially will either be an LLM call or will be programmed pre fed to practice prompting etc. so input - LLM call - LLM output and everything like that. Suggest better ways to impl","action":"","url":"https://chatgpt.com/c/69e9319f-04a4-8332-9ece-d384f49b646b","visibility":"sensitive","tags":["AI","Personal","Sensitive"],"entities":{"tools":["ChatGPT","Cloudflare Project Think"]},"message_count":7,"project":"","model":"","content_type":"conversation","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"artifact_type":"prompt","source_depth":"excerpted","needs_review":true}},{"id":"transcript:codex:019eea5a-54b6-79d1-b173-6a3b2d6267e4","source":"Codex","source_type":"transcript","title":"# Lane ACAD-110 · M3 — Practice Arena (server-authoritative) ## AUTONOMY (read …","date":"2026-06-21","topic":"AI & Technology","subtopic":".acad-worktrees/acad-110-m3-arena","summary":"# Lane ACAD-110 · M3 — Practice Arena (server-authoritative) ## AUTONOMY (read first — overrides any inherited repo/agent protocol) Autonomous BUILD agent. **PROCEED WITHOUT ASKING.** Do NOT run a wiki recall. Do NOT write a \"past attempts…","action":"","url":"/transcripts/html/codex/acad-worktrees-acad-110-m3-arena/019eea5a-54b6-79d1-b173-6a3b2d6267e4/index.html","visibility":"private","tags":[".acad-worktrees/acad-110-m3-arena","Codex","gpt-5.5"],"entities":{},"message_count":21,"project":".acad-worktrees/acad-110-m3-arena","model":"gpt-5.5","content_type":"transcript","status":"raw","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"cwd":"/srv/repos/.acad-worktrees/acad-110-m3-arena","project_method":"path-fallback","duration_seconds":604,"tokens_total":3434106,"tool_calls":55}},{"id":"wiki:sessions/2026-06-24-019efa00-repos-aina-academy.html","source":"Wiki","source_type":"wiki","title":"Luminous Practice Arena DS Alignment","date":"2026-06-24","topic":"Sessions","subtopic":"sessions","summary":"Luminous Practice Arena DS Alignment Luminous Practice Arena DS Alignment One-line summary Implemented Slice 7 of the Luminous OS port by aligning the Practice Arena-specific chat content and scoring UI to the DS prototype while preserving the live practice API flow. What was decided Keep PracticeArena on the existing real evaluator endpoints and feature flag while changing only the practice-specific presentation la...","action":"","url":"/wiki/sessions/2026-06-24-019efa00-repos-aina-academy.html","visibility":"private","tags":["Sessions"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-06-24","source_mtime":"2026-06-29","date_basis":"path_date","created_at":"","updated_at":""}},{"id":"transcript:codex:019efa00-a28f-7552-b2da-22f8d4b87def","source":"Codex","source_type":"transcript","title":"# Luminous OS Port — Slice 7: Practice Arena (DS content; report the flag) Buil…","date":"2026-06-24","topic":"AI & Technology","subtopic":"repos/aina-academy","summary":"# Luminous OS Port — Slice 7: Practice Arena (DS content; report the flag) Build lane in /srv/repos/aina-academy on branch ali/acad-luminous-port-2026-06-24. DO NOT git commit. Report to /tmp/luminous-07-practice-report.md. NOTE: Slice 6 a…","action":"","url":"/transcripts/html/codex/repos-aina-academy/019efa00-a28f-7552-b2da-22f8d4b87def/index.html","visibility":"private","tags":["Codex","gpt-5.5","repos/aina-academy"],"entities":{},"message_count":18,"project":"repos/aina-academy","model":"gpt-5.5","content_type":"transcript","status":"raw","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"cwd":"/srv/repos/aina-academy","project_method":"path-fallback","duration_seconds":474,"tokens_total":2044751,"tool_calls":48}},{"id":"transcript:claude-code:a767e58f-6457-4721-8d5b-f1a9465b0103","source":"Claude Code","source_type":"transcript","title":"You are a brutally honest Claude Code reviewer. Review this git diff for bugs, …","date":"2026-06-12","topic":"AI & Technology","subtopic":"pkm","summary":"You are a brutally honest Claude Code reviewer. Review this git diff for bugs, production failure modes, operational races, missing tests, and silent data loss. Focus especially on the PKM delta runner, daily refresh behavior, ingest marke…","action":"","url":"/transcripts/html/claude-code/Ali-PKM-Transcripts/a767e58f-6457-4721-8d5b-f1a9465b0103/index.html","visibility":"private","tags":["Claude Code","pkm"],"entities":{},"message_count":2,"project":"pkm","model":"","content_type":"transcript","status":"raw","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"cwd":"/Users/Ali/PKM/Transcripts","project_method":"git-remote","duration_seconds":136,"tokens_total":0,"tool_calls":0}},{"id":"wiki:sessions/2026-06-21-019eeadc-acad-worktrees-acad-110-design-align.html","source":"Wiki","source_type":"wiki","title":"Align DeepTutor Surfaces to Chat-First Shell","date":"2026-06-21","topic":"Sessions","subtopic":"sessions","summary":"Align DeepTutor Surfaces to Chat-First Shell Align DeepTutor Surfaces to Chat-First Shell One-line summary This ACAD-110 lane rebuilt the new DeepTutor learner surfaces, especially Practice Arena, around the canonical chat-first three-column design system while preserving the live practice evaluator loop. What was decided Practice Arena should reuse the existing LessonPreviewScreen shell pattern and @aina-academy/ui...","action":"","url":"/wiki/sessions/2026-06-21-019eeadc-acad-worktrees-acad-110-design-align.html","visibility":"private","tags":["Sessions"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-06-21","source_mtime":"2026-06-29","date_basis":"path_date","created_at":"","updated_at":""}}]}

{"result":[{"id":"research:app-support-chrome","source":"Research","source_type":"research","title":"Chrome Deep Dive","date":"2026-06-15","topic":"Research & Learning","subtopic":"App Support Research","summary":"Chrome profile, privacy, and on-device AI evidence.","action":"","url":"/research/app-support-chrome.html","visibility":"private","tags":["research","app-support"],"entities":{},"message_count":0,"project":"","model":"","content_type":"research","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{}},{"id":"wiki:sessions/2026-04-12-1863871f-claude-playwright-grok-tasks-export.html","source":"Wiki","source_type":"wiki","title":"Automated Grok Daily Report via Chrome JS Injection","date":"2026-04-12","topic":"Sessions","subtopic":"sessions","summary":"Automated Grok Daily Report via Chrome JS Injection Automated Grok Daily Report via Chrome JS Injection One-line summary Scheduled autonomous run that injected a JavaScript data-collection script into the user's live Grok browser session via the Claude-in-Chrome MCP extension, then waited ~20 minutes for it to complete and auto-download a markdown report. What was decided _None — execution/automation session, no use...","action":"","url":"/wiki/sessions/2026-04-12-1863871f-claude-playwright-grok-tasks-export.html","visibility":"private","tags":["Sessions"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-04-12","source_mtime":"2026-06-29","date_basis":"path_date","created_at":"","updated_at":""}},{"id":"wiki:topics/app-support-disk-evidence.html","source":"Wiki","source_type":"wiki","title":"Application Support Disk Evidence — Research Arc Index","date":"2026-05-13","topic":"Wiki Topics","subtopic":"topics","summary":"Application Support Disk Evidence — Research Arc Index Related (7) app-support-claude app-support-chrome app-support-chatgpt app-support-codex app-support-marketing-privacy-insights anthropic-ai-fluency-feature aina-platform-plan Application Support Disk Evidence — Research Arc Index A read-only inspection of ~/Library/Application Support/ (and related macOS locations) across four major AI/browser apps on a Mac. The...","action":"","url":"/wiki/topics/app-support-disk-evidence.html","visibility":"private","tags":["Wiki Topics"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"canonical","authority":"canonical","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-05-13","source_mtime":"2026-06-29","date_basis":"frontmatter","created_at":"2026-05-13","updated_at":"2026-05-13"}},{"id":"learning:pkm-agent:docs/solutions/developer-experience/agent-browser-automation-chrome-profiles-look-wiped-but-arent-2026-05-29.md","source":"Learnings","source_type":"learning","title":"Agent browser automation can make Chrome look like it lost all profiles + history — the data is intact on disk","date":"2026-05-29","topic":"developer-experience","subtopic":"agent-browser-automation","summary":"# Agent browser automation can make Chrome look like it lost all profiles + history — the data is intact on disk ## Context During an agent session that drove Chrome through the Claude-in-Chrome MCP (navigating, screenshots, and creating a new MCP tab group/window for verification work), the user opened Chrome and saw **no profiles and no history** — it looked like every profile had been wiped. Understandably alarmi...","action":"","url":"/learnings/pkm-agent-developer-experience-agent-browser-automation-chrome-profiles-look-wiped-but-arent-2026-05-29-md.html","visibility":"standard","tags":["browser-automation","chrome","chrome-profiles","claude-in-chrome","data-not-lost","developer_experience","verify-on-disk"],"entities":{},"message_count":0,"project":"","model":"","content_type":"learning","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"problem_type":"developer_experience","category":"developer-experience","module":"agent-browser-automation","canonical":null,"status":"active","origin":"","path":"/Users/Ali/PKM-monorepo/pkm-agent/docs/solutions/developer-experience/agent-browser-automation-chrome-profiles-look-wiped-but-arent-2026-05-29.md","repo_root":"/Users/Ali/PKM-monorepo/pkm-agent","content_hash":"0b05ee870126f776434faa25247c85c604f74fe6c2b35b151d026a35a27ab776"}},{"id":"daily-brief:6633f14d-8112-478d-9a4b-5b0881694f8f","source":"Daily Briefs","source_type":"brief","title":"Runtime: Ran for 51.34 s","date":"2026-03-30","topic":"Daily Briefs","subtopic":"Market Intelligence","summary":"- **Runtime:** Ran for 51.34 s 1) 😤 Top Client Frustrations Reddit (entrepreneur/smallbusiness) and LinkedIn are now dominated by founders whose agencies built every GA4 property, GTM container, Meta CAPI setup, custom event schema, and server-side tracking pipeline inside agency-controlled accounts. On exit the client gets only CSV exports or broken pixels — no live properties, no historical event data, no consent-...","action":"","url":"","visibility":"standard","tags":["Market Intelligence","Grok"],"entities":{},"message_count":0,"project":"","model":"","content_type":"brief","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"time":"16:24","conversation_id":"86608473-6b1f-45dd-a328-bdb1521fea69","conversation_title":"Market & Positioning Intelligence V2","truncated":false}},{"id":"rc-8454ceb2ded1","source":"Recall","source_type":"knowledge","title":"Part 1: Client-side AI to combat online toxicity","date":"2024-11-22","topic":"AI & Technology","subtopic":"Web & Product Dev","summary":"Introduction and Benefits of Client-Side Toxicity Detection · Benefits and Use Cases of Client-Side Toxicity Detection · Limitations and Considerations for Client-Side Toxicity Detection · Content Toxicity Classification and Models · Conclusion and Next Steps","action":"","url":"https://web.dev/articles/ai-detect-toxicity-context","visibility":"standard","tags":["AI","Content","Research","planning"],"entities":{"sources":["Part 1: Client-side AI to combat online toxicity — web.dev"],"frameworks":["Client-Side Toxicity Detection","Content Toxicity Classification"]},"message_count":5,"project":"","model":"","content_type":"reference","status":"raw","authority":"low","body_access":"metadata_only","content_access":"metadata_only","extra":{"artifact_type":"recall_note","source_depth":"full","needs_review":false}}]}

WROTE_OK
   32 /srv/aina/ops/reference/ARENA-DOCTRINE.md
  152 /srv/aina/ops/FACTORY-GUARDRAILS.md
  184 total

<system-reminder>[Truncated: PARTIAL view — showing lines 1-219 of 666 total (45125 tokens, cap 25000). Call Read with offset=220 limit=219 for the next page, or Grep to find a specific section. Do NOT answer from this page alone if the answer may be further in the file.]</system-reminder>

1	{
2	  "summary": "Unbiased + adversarial review harness on the 6 persona A/B landing variants (Sonnet, cross-engine, validated personas) → ranked vetted verdict",
3	  "agentCount": 13,
4	  "logs": [],
5	  "result": {
6	    "council": [
7	      {
8	        "lens": "Conversion / CRO — Would this convert a cold visitor? Scored on: clarity of value proposition above the fold, visual and copy hierarchy, CTA strength and specificity, friction signals, and trust elements visible without scrolling.",
9	        "per_variant": [
10	          {
11	            "variant": "senior-pro",
12	            "score": 7.5,
13	            "works": "Hero headline 'You are not behind.' is the strongest single de-shaming hook across all six variants — it names the fear the persona is already carrying before they can articulate it. The amber accent on 'AINA gives you the road practice.' lands the driving-school metaphor in a natural way that fits this audience's frame (competence, not disruption). The product UI mockup positioned top-right immediately signals a real, tangible tool rather than another thought-leadership newsletter. Two CTAs in the hero — a primary 'Start the practice free' and a secondary one — give low- and high-commitment pathways simultaneously, which matches this persona's research-before-committing behavior flagged in the council report. The section headline 'Private practice before public performance. Same doctrine, tuned route.' is the best value compression in the page — it earns attention. On mobile the headline hierarchy holds; the amber accent reads clearly on the cream background.",
14	            "fails": "The primary CTA label 'Start the practice free' is slightly abstract — 'free' is doing the heaviest trust-lifting but 'practice' still leaves 'practice what, exactly?' unanswered for a cold visitor. The sub-headline body copy in the hero is small and dense; on desktop it sits below a visually heavy headline block and is easy to skip. The nav exposes 'The gap · Free 4 week · Offer' which is unexplained jargon to a cold visitor — these read as internal experiment labels, not product navigation, and could reduce trust. The third section ('The scarce thing is no longer access. It is competent use.') is a reframe that requires prior understanding of the AI-competence conversation to land — a cold senior professional who landed from a search ad may not have that frame yet. No explicit social proof or credentialing signal is visible above the first scroll; for a risk-averse senior professional, a single testimonial name/title or cohort number in the hero area would accelerate trust."
15	          },
16	          {
17	            "variant": "career-switcher",
18	            "score": 7,
19	            "works": "Opening line 'You do not need to sound AI-native. You need proof you can work that way.' is precisely calibrated to the career-switcher's core anxiety: impostor syndrome plus credential gap. It acknowledges both the emotional state and the practical problem in two sentences, which is strong empathy-first copy. The amber 'AINA helps you build it step by step' closes the loop with a concrete promise of progression. The final section headline 'A credential story with substance behind it.' is the clearest credential-specific close across all variants and directly names the outcome the persona wants. The closing CTA 'Make the transition visible.' is one of the most action-oriented final CTAs in the set — it reframes the action as evidence-building, not just signing up. On mobile the flow is clean; the headline breaks well at small widths.",
20	            "fails": "The sub-headline body copy below the hero headline is very small and dense on desktop — a cold visitor arriving from LinkedIn (the highest-value channel for this persona per the council) will be reading on mobile where this dense paragraph compresses further. The section 'Confidence is easier when progress is visible.' is conceptually sound but the supporting copy is not legible at screenshot resolution, meaning it is likely small on-page and may not earn the read. The hero CTA label reads 'Make it free' (or similar abbreviated text) which is less specific than the final-page CTA — the hero CTA should match the strongest language. The product UI mockup in the hero is the same dark dashboard used across all variants; a career-switcher persona who is not already in a technical role may find the tool-complexity signal slightly intimidating rather than reassuring. No mentor/cohort/community trust signal visible — for someone making a career bet, peer evidence ('X people completed the transition program') would reduce perceived risk significantly."
21	          },
22	          {
23	            "variant": "ops-manager",
24	            "score": 6.5,
25	            "works": "Opening headline 'AI chaos is not an operations strategy. Train the loop before you scale the tool.' is the sharpest ops-native framing in the set — 'train the loop before you scale the tool' is language an ops manager would use internally and it signals category fluency. The closing headline 'Standardize the judgment before standardizing the workflow.' is a strong, memorable closer that translates the product value into ops-native vocabulary. The 'One spine for the operating layer' section heading maps directly to how ops managers think about their function. The secondary CTA visible in the hero area gives a low-friction 'learn more' path for an audience that typically wants to evaluate before committing.",
26	            "fails": "The hero copy below the headline ('AINA works like a standardized practice environment...') is small and hard to scan at desktop scale — the information density suggests copy written for reading, not scanning. The nav 'AI chaos · Free 4 week · Offer' labels still read as internal experiment artifacts, which undermines the premium/editorial brand signal for a skeptical ops professional. The section 'From scattered experiments to trained behavior. Same doctrine, tuned route.' is the weakest use of the 'Same doctrine, tuned route.' refrain across variants — 'scattered experiments' is mildly accusatory and may trigger defensiveness rather than recognition in ops managers who believe they have already tried to be systematic. The product section label 'ONE PRODUCT · L1-5' is unexplained — L1-5 means nothing to a cold visitor who has not seen the learning spine documentation. No ROI or efficiency framing visible anywhere — ops managers are trained to evaluate on measurable outcomes, and the page does not give them a number, a case, or a before/after signal to anchor against. This is the variant most likely to get 75% scroll depth but low hero-CTA click rate."
27	          },
28	          {
29	            "variant": "founder-exec",
30	            "score": 7,
31	            "works": "The hero reframe 'Buying AI tools is easy. Building AI-native judgment is the hard part. AINA trains the human side of leverage.' is the clearest separation of procurement from capability building in the set — it preempts the executive objection ('we already have the tools') before it forms. The amber 'AINA trains the human side of leverage.' is strong positioning; 'leverage' is a word executives use natively. The section 'A strategy only lands when people can execute it.' is a crisp amplification of the core insight and builds logical pressure toward the offer. The closing headline 'Make AI fluency an operating capability.' is the most executive-appropriate CTA frame in the set — it repositions the purchase as a capability investment rather than a training cost. On desktop the layout is clean and the headline hierarchy is readable at a glance.",
32	            "fails": "The hero CTA is not clearly distinguishable in the screenshot — the primary action competes visually with the secondary. For a founder or executive who makes fast decisions, the action should be unmissable in 2 seconds. The section 'A small purchase against a large execution risk.' is a price-framing move that works for an executive who already trusts the product, but for a cold visitor it introduces 'purchase' and 'risk' in close proximity, which is a friction pairing — it may trigger cost-evaluation mode before value has been fully established. The product UI mockup carries the same dark dashboard across all variants; an executive reviewing this page may not find a tool interface reassuring — a 'team dashboard' or 'org-level view' mockup would be more resonant. No case study, org-size signal, or peer-executive social proof is visible; executives are highly influenced by 'people like me' signals and this page has none above the fold or in the first section."
33	          },
34	          {
35	            "variant": "team-lead",
36	            "score": 6,
37	            "works": "The hero headline 'Your team does not need more AI enthusiasm. It needs a shared standard. AINA gives the team a practice language.' is one of the most precise role-specific openings in the set — 'shared standard' and 'practice language' map directly to what a team lead is measured on (consistency, onboarding speed, output quality). The section 'A better conversation than are you using AI?' is a strong insight line — it names the uncomfortable managerial conversation the persona is already having. The closing 'Lead the behavior change, not just the rollout.' is the best manager-specific CTA language in the set; it respects the lead's actual scope of authority. On mobile, the hero headline still reads clearly in the first viewport.",
38	            "fails": "The hero has two CTAs visible ('Enroll your team' and a secondary) but the product being offered is individual L1-5 enrollment — the 'team' framing creates an implicit product promise (team license, org dashboard, cohort management) that the current product cannot fully deliver, which the council report flagged. A cold team lead who clicks 'Enroll your team' and lands on a solo-signup flow will experience immediate expectation mismatch, which is a direct conversion killer. The section headline 'One route, different starting points. Same doctrine, tuned route.' is the weakest application of the refrain — 'different starting points' undercuts the 'shared standard' promise made in the hero, which is a copy contradiction within the same page. The nav 'AI chaos · Free 4 week · Offer' artifact persists. The product section 'A credential standard your team can understand.' introduces 'credential' language for the first time late in the page — for a team lead who has been reading about shared practice, this is a gear-shift that may not land without more transition copy."
39	          },
40	          {
41	            "variant": "technical-builder",
42	            "score": 5.5,
43	            "works": "The hero headline 'Shipping faster is not the same as building well. Train the judgment around the model.' is technically accurate and names the tension builders who have moved fast and accumulated AI-assisted debt will recognize. The section 'The builder edge is disciplined collaboration.' is a genuinely differentiated frame — most AI-for-developers messaging sells speed, and 'disciplined collaboration' positions AINA against that. The section 'A flight simulator for high-judgment work.' is the most memorable mid-page concept across all variants — it extends the driving-school metaphor in a technically resonant direction. The closing line 'Build with AI without outsourcing your standards.' is strong and credibility-aligned with a builder who cares about craft. On desktop, the product section labels (Meta Thinker, Operator, Contactor, etc.) are more legible than in other variants.",
44	            "fails": "The opening is preachy to confident builders, as the council flagged. 'Shipping faster is not the same as building well.' reads as a lecture — a senior engineer or technical founder arriving cold may read this as an implicit accusation and self-exempt ('I already build carefully'). There is no acknowledgment of the builder's actual strength before the critique, which creates unnecessary resistance at the first impression. The secondary CTA in the hero reads 'See the practice' (or similar), which is low-urgency language for a persona that values directness. The page has no code, no integration example, no technical proof point — a builder's trust is earned through technical specificity, and this page stays in the abstract. The product UI mockup is the same non-technical dashboard used across all variants; technical builders are the one audience who would most benefit from seeing an interface that signals 'this works like a tool, not a course.' No 'practice anywhere' claim flagged — the page is claim-clean on that axis."
45	          }
46	        ],
47	        "overall_notes": "Across all six variants the structural conversion setup is solid: consistent price exposure, a clear primary/secondary CTA pattern, a common product section with L1-5 spine, and a closing statement that reinforces the hero. PostHog wiring and claim governance are in good shape. The shared weaknesses that reduce scores across the board are: (1) The nav labels 'AI chaos · Free 4 week · Offer' appear to be internal experiment or tab labels leaking into the UI — they read as junk navigation to a cold visitor and actively undermine the premium/editorial brand signal that the design aims for; this should be audited as a component-level bug. (2) Every variant uses the same dark product UI mockup regardless of persona — the mockup is fine for builders and possibly for senior professionals, but it sends a 'complex tool' signal to ops managers, executives, and career switchers who are not yet tool-confident. Persona-tuned mockup crops or callouts would improve above-fold trust for at least three variants. (3) The sub-headline body copy in the hero is dense and small across all variants — on mobile this compresses further and is likely skipped entirely, meaning the hero is doing its job through headline alone. (4) No social proof signal (testimonial, cohort size, completion number) appears above or near the first CTA in any variant — for a cold visitor making a purchase decision, a single trust anchor near the primary CTA would improve click rates across the board without requiring a redesign. Rank order by CRO score: senior-pro (7.5) > career-switcher (7.0) = founder-exec (7.0) > ops-manager (6.5) > team-lead (6.0) > technical-builder (5.5). The technical-builder variant's score is structurally recoverable — the copy strategy needs one revision (remove the implicit lecture, open with the builder's strength) and one technical proof point. The team-lead variant has the more serious CRO risk: a product-promise/delivery mismatch that a copy revision alone cannot fix until team enrollment is a real product surface."
48	      },
49	      {
50	        "lens": "Brand & positioning-adherence — Does the variant honor AINA canon (Amplifying Intelligence, driving-school-for-the-AI-native-era, AI Fluency as canon claim), and does it maintain the premium/editorial/calm tone? Flags: any \"practice anywhere\" claim (roadmap, not shipped), any dilution of the Amplifying Intelligence doctrine, any tone that reads as hype/anxiety-amplifying/consumer-grade rather than premium/calm.",
51	        "per_variant": [
52	          {
53	            "variant": "senior-pro",
54	            "score": 8,
55	            "works": "Hero headline 'You are not behind. The rules of competent work changed.' is premium and de-shaming — the exact opposite of anxiety-amplification, fully consistent with the calm editorial register. Sub-headline 'AINA gives you the road practice.' invokes the driving-school metaphor in a naturalised, non-laboured way (road = practice track). Section headline 'Your experience is the asset. AINA trains the interface.' is the cleanest expression of Amplifying Intelligence in any variant: domain judgment stays, AINA upgrades the interface layer. 'Private practice before public performance.' in the offer section is a direct driving-school echo. Final close 'Keep your judgment. Upgrade the way it moves through AI.' is a tight, doctrine-faithful sign-off. The dark-card product module uses 'AI Fluency' as the canon label. Typography is large-serif, generous whitespace — unmistakably premium/editorial.",
56	            "fails": "The amber/gold accent colour is warm but not uniquely premium (it recurs across all variants so it is a system-level choice, not a per-variant failure). One minor risk: the phrase 'AINA gives you the road practice' is slightly elliptical as a standalone sentence — a cold reader unfamiliar with the driving-school metaphor may not immediately parse 'road practice' as structured skill-building. The driving-school doctrine is implicit rather than stated, which is intentional but means the positioning anchor lives in body copy rather than the hero."
57	          },
58	          {
59	            "variant": "career-switcher",
60	            "score": 7,
61	            "works": "Hero headline 'You do not need to sound AI-native. You need proof you can work that way. AINA helps you build it step by step.' is honest and empathetic — calm, not hype. 'A route for rebuilding momentum. Same doctrine, tuned route.' explicitly uses the canon 'same doctrine' language, signalling brand coherence across variants. 'A credential story with substance behind it.' is premium phrasing that avoids the cheap certification-mill register. Final close 'Make the transition visible.' is clean and editorial. 'AI Fluency' label is present in the product module. No 'practice anywhere' sighting.",
62	            "fails": "The phrase 'AINA helps you build it step by step' leans slightly toward an eLearning/MOOC register ('step by step' is a cliche of online course marketing) rather than the premium driving-school frame. The driving-school metaphor is absent from the hero — the word 'route' appears mid-page but the vehicle/practice-track resonance is thinner here than in senior-pro or technical-builder. 'Amplifying Intelligence' as a doctrine is not surfaced in the visible copy; the positioning reads as credential/proof rather than capability amplification, which is a mild off-doctrine drift for this lens."
63	          },
64	          {
65	            "variant": "ops-manager",
66	            "score": 7,
67	            "works": "Hero headline 'AI chaos is not an operations strategy. Train the loop before you scale the tool.' is editorially confident — the word 'chaos' could risk hype but is immediately neutralised by the calm prescriptive second sentence. 'The scarce capability is governed use.' is doctrine-adjacent: governed use = Amplifying Intelligence, not automation displacement. 'From scattered experiments to trained behavior. Same doctrine, tuned route.' uses the canon bridge phrase. 'One spine for the operating layer.' is premium and specific. Final close 'Standardize the judgment before standardizing the workflow.' is the best doctrine-grounded close of all ops-adjacent variants — judgment first, tools second. No 'practice anywhere' claim visible.",
68	            "fails": "The driving-school metaphor is entirely absent from this variant — neither the road/route/practice-track frame nor any vehicle analogy appears in hero or section copy. The positioning anchors on operational governance rather than skill practice, which is a legitimate persona adaptation but drifts away from the core canon metaphor. 'Train the loop' borrows machine-learning vocabulary ('the loop') which is subtly misaligned with the human-fluency doctrine; it could be read as training an AI loop rather than training a human professional."
69	          },
70	          {
71	            "variant": "founder-exec",
72	            "score": 8,
73	            "works": "Hero headline 'Buying AI tools is easy. Building AI-native judgment is the hard part. AINA trains the human side of leverage.' is the most precisely doctrine-faithful hero of all six variants — it names the exact gap the canon doctrine addresses (procurement vs. capability) and uses 'leverage' rather than 'automation', which is premium founder vocabulary. 'A strategy only lands when people can execute it.' is calm, non-hype, and premium. 'The scarce thing is no longer access. It is competent use.' is a shared section across variants but fits best here — founders already have access. 'A capability spine, not another content library. Same doctrine, tuned route.' directly invokes the canon bridge phrase and distinguishes AINA from commodity eLearning. Final close 'Make AI fluency an operating capability.' canonically names 'AI Fluency' in close position. No 'practice anywhere' sighting.",
74	            "fails": "The phrase 'AINA trains the human side of leverage' is strong but 'leverage' is a well-worn startup-vocabulary word that slightly softens the editorial distinctiveness. 'A small purchase against a large execution risk.' (product module section heading) edges toward sales/ROI framing that feels slightly below the premium register — it names the price anchor explicitly, which is pragmatic but less calm/editorial than the rest of the page."
75	          },
76	          {
77	            "variant": "team-lead",
78	            "score": 7,
79	            "works": "Hero headline 'Your team does not need more AI enthusiasm. It needs a shared standard. AINA gives the team a practice language.' is calm and contrarian in the right way — pushing back on enthusiasm/hype is a premium editorial move. 'A better conversation than are you using AI?' is a sharp, smart, doctrine-consistent reframe. 'One route, different starting points. Same doctrine, tuned route.' uses the canon bridge phrase. 'Lead the behavior change, not just the rollout.' is clean and editorial as a final close. No 'practice anywhere' claim visible.",
80	            "fails": "The driving-school metaphor is weak in this variant — 'practice language' gestures at structured practice but the road/track/simulator frame is absent. The phrase 'AINA gives the team a practice language' is the closest, but 'practice language' is an unusual construction that may not immediately communicate the structured-skill-building intent. 'A credential standard your team can understand.' in the product section reads closer to a compliance/certification register than the premium/editorial driving-school frame, which is a minor tone drift. The Amplifying Intelligence doctrine is implicit throughout but never named or surfaced."
81	          },
82	          {
83	            "variant": "technical-builder",
84	            "score": 9,
85	            "works": "Hero headline 'Shipping faster is not the same as building well. Train the judgment around the model.' is the most on-doctrine headline of all six: it names exactly the Amplifying Intelligence argument (human judgment over velocity), and 'Train the judgment around the model' is the driving-school metaphor expressed as a direct instruction. 'The builder edge is disciplined collaboration.' keeps the tone elevated and editorial — not cheerleading, not hype. 'A flight simulator for high-judgment work.' is the clearest, most explicit driving-school metaphor in any variant and maps precisely to the AINA canon ('driving school for the AI-native era' — flight simulator is a natural premium upgrade of the same archetype). 'From tool fluency to systems fluency.' invokes 'AI Fluency' vocabulary in an elevated form appropriate to the audience. Final close 'Build with AI without outsourcing your standards.' is the strongest, most canon-faithful close of all six variants. No 'practice anywhere' sighting.",
86	            "fails": "The council report flagged this variant YELLOW for a 'preachy' risk to confident builders — on the brand/positioning lens specifically, 'Shipping faster is not the same as building well' could read as a mild lecture to someone who already believes they build well. The tone is calm but the opening is implicitly critical of the reader's current practice, which is a slight tension with the premium-brand convention of affirming the audience rather than correcting them. 'From tool fluency to systems fluency.' is strong but slightly departs from the canonical 'AI Fluency' label by substituting 'tool fluency' — a minor vocabulary drift from the approved term."
87	          }
88	        ],
89	        "overall_notes": "All six variants share the same structural skeleton (hero, scarce-capability section, offer section, product module, final close), a consistent typographic system (large serif, warm cream background, amber accent), and the canon 'Same doctrine, tuned route.' bridge phrase — these shared elements mean baseline brand coherence is high across the board. No variant was found to carry a 'practice anywhere' claim, which is the most critical canon-compliance flag. 'AI Fluency' as the canonical label appears in every product module. The driving-school metaphor is applied unevenly: technical-builder is the strongest expression ('flight simulator'), senior-pro second ('road practice', 'private practice before public performance'), while ops-manager and team-lead carry the weakest traces. The Amplifying Intelligence doctrine (human judgment stays; AINA trains the interface layer) is most explicitly surfaced in senior-pro ('AINA trains the interface') and founder-exec ('trains the human side of leverage') and most implicit in ops-manager and career-switcher. Tone-wise, no variant tips into hype or consumer-grade urgency — all six hold a calm, editorial posture — but ops-manager's 'AI chaos' and career-switcher's 'step by step' are the nearest edges. Rank order on this lens: technical-builder (9) > senior-pro (8) = founder-exec (8) > career-switcher (7) = ops-manager (7) = team-lead (7)."
90	      },
91	      {
92	        "lens": "Design / UX — Layout, hierarchy, readability, mobile vs desktop, visual polish, broken/awkward rendering",
93	        "per_variant": [
94	          {
95	            "variant": "senior-pro",
96	            "score": 7.5,
97	            "works": "Desktop hierarchy is the strongest of the six: the serif italic headline ('You are not behind.') lands at a commanding scale, the amber accent on 'AINA gives you the road practice.' pulls the eye cleanly to the brand promise, and the dark product-card panel on the right provides genuine visual contrast without feeling decorative. Section rhythm is consistent — the alternating light/dark band around 'The scarce thing is no longer access' breaks the long scroll well. The final dark-background closing section ('Keep your judgment.') gives the page a resolved, editorial finish. CTAs are clearly differentiated (primary filled, secondary ghost). Mobile: the headline reflows gracefully, retaining its emotional weight at single-column width; section stacking order is logical.",
98	            "fails": "The hero sub-copy below the headline is rendered at a size that becomes hard to parse at screenshot resolution — on a real browser this risks being too small against the off-white background for older readers, which is ironic for a 'senior professional' persona. The nav bar carries three utility links ('The gap · How it works · Offer') at very low visual weight; they are easy to miss and do not scan as navigational anchors. Mobile: the product card shrinks to a thumbnail where the level indicators (L1–L5) and row labels are effectively illegible — it functions as a decorative block rather than a proof point, undermining credibility for a persona who will scrutinize substance. The amber section-label caps ('FOR EXPERIENCED PROFESSIONALS') are tiny and low-contrast against warm white, effectively invisible above the fold."
99	          },
100	          {
101	            "variant": "career-switcher",
102	            "score": 7,
103	            "works": "The headline stack ('You do not need to sound AI-native. You need proof you can work that way.') wraps cleanly across three lines with the amber 'AINA helps you build it step by step.' functioning as a strong second-beat. The 'Confidence is easier when progress is visible.' section uses a two-column card layout that maintains breathing room. The closing line ('Make the transition visible.') is the most action-oriented final CTA copy of all six variants, and the amber button placement is visually unambiguous. Section labels ('FOR THE CAREER-SWITCHER') maintain consistent typographic treatment. Desktop: the product card panel sits well proportioned in the hero.",
104	            "fails": "The hero body copy is noticeably denser than other variants — three distinct paragraphs of explanation before the CTA pair. This creates a wall-of-text problem that will hurt scroll depth for a persona who may already feel overwhelmed. The 'A route for rebuilding momentum. Same doctrine, tuned route.' headline in the mid-page section uses the italic serif at a slightly smaller size than equivalent sections in other variants, breaking the expected rhythm. Mobile: the hero copy density is amplified — the three-paragraph block compresses to a column that reads as intimidating rather than reassuring, misaligned with the emotional job ('ease transition anxiety'). The 'A credential story with substance behind it.' section on mobile has noticeably tight line spacing in the body text, just shy of feeling clipped."
105	          },
106	          {
107	            "variant": "ops-manager",
108	            "score": 6.5,
109	            "works": "The opening hook ('AI chaos is not an operations strategy. Train the loop before you scale the tool.') achieves the strongest contrast ratio in the hero of any variant — dark background with cream/white type delivers genuine visual punch and reads as authoritative, appropriate for an ops persona who expects density and structure. The five-column capability grid in the 'scarce thing' section maintains consistent card sizing. 'From scattered experiments to trained behavior. Same doctrine, tuned route.' uses the italic serif well. Closing line ('Standardize the judgment before standardizing the workflow.') is typographically clean.",
110	            "fails": "The dark-background hero, while punchy, makes the amber accent color disappear — 'Train the loop before you scale the tool.' in amber on dark reads noticeably lower contrast than amber-on-cream in other variants; this is a WCAG concern and weakens the color hierarchy. On desktop, the section immediately following the hero ('The scarce capability is governed use.') has a heading that is significantly smaller than the hero headline with no bridging visual element, creating a jarring drop in scale. The capability grid cards contain dense text blocks that at screenshot resolution look compressed — on mobile, these collapse into a single column with very little whitespace between cards, producing a list that feels like a spec sheet rather than a benefit summary. Mobile: the hero amber text wraps to produce short awkward line breaks ('Train / the loop / before you / scale the / tool') that fragment the rhythm."
111	          },
112	          {
113	            "variant": "founder-exec",
114	            "score": 7,
115	            "works": "The headline ('Buying AI tools is easy. Building AI-native judgment is the hard part. AINA trains the human side of leverage.') is the longest hero headline of the six variants and yet still resolves cleanly — the line breaks fall at logical syntactic breaks, and the amber 'the human side of leverage.' functions as a strong payoff. The 'A strategy only lands when people can execute it.' section uses a clean three-column layout with adequate whitespace. The overall vertical rhythm is consistent across sections. The dark closing section ('Make AI fluency an operating capability.') uses the amber CTA button well against the deep background.",
116	            "fails": "At full desktop width, the hero headline's length means it wraps to six lines — the block occupies so much vertical space that the product card panel (right column) is partially pushed below the fold on a 1080p viewport, reducing its impact as a proof point. The 'A capability spine, not another content library.' section mid-page has subtext that is visually almost identical in weight to the section headline, flattening hierarchy — the eye does not know where to rest. Mobile: the six-line headline compresses further and the amber closing line 'the human side of leverage.' orphans to a single word on the last line ('leverage.') which looks like a rendering artifact rather than intentional typography. The product-tier breakdown section (Muse Thinker / Operator / Conductor / Builder / Orchestrator) renders its role descriptions at near-illegible size on mobile."
117	          },
118	          {
119	            "variant": "team-lead",
120	            "score": 6.5,
121	            "works": "The headline ('Your team does not need more AI enthusiasm. It needs a shared standard. AINA gives the team a practice language.') has the clearest logical structure of the six — each sentence is a complete thought, and the amber line ('AINA gives the team a practice language.') arrives at the right moment. The 'One route, different starting points. Same doctrine, tuned route.' section is visually the tidiest mid-page section across all variants, with well-proportioned three-column cards. Section label cadence ('FOR THE TEAM LEAD') is consistent. The closing line ('Lead the behavior change, not just the rollout.') sits cleanly in the dark band.",
122	            "fails": "The 'A better conversation than are you using AI?' section headline reads as a question but is not punctuated as one in the screenshot — the colon/period treatment is unclear at screenshot resolution, which creates a minor parse error on first read. The nav secondary links ('The gap · How it works · Offer') appear in very light gray and vanish almost entirely against the off-white page background; this is the weakest nav contrast of all variants. Mobile: the product card in the hero reduces to the same illegible-thumbnail problem as other variants, but the L1–L5 level list appears particularly small here because the hero headline is long and the card is vertically compressed to fit. The five-column capability grid ('The scarce thing is no longer access') on mobile collapses without enough padding between cards — the grid lines and text run together."
123	          },
124	          {
125	            "variant": "technical-builder",
126	            "score": 6,
127	            "works": "The headline ('Shipping faster is not the same as building well. Train the judgment around the model.') uses the line break between 'building well.' and 'Train the judgment' to create a clean rhetorical pause that works at large type size. 'From tool fluency to systems fluency.' is the best-phrased product-level section heading of all six variants — it is short, specific, and directional. The closing line ('Build with AI without outsourcing your standards.') lands with appropriate technical specificity. The 'A flight simulator for high-judgment work.' analogy sits well in its section.",
128	            "fails": "The hero CTA pair has the most visual inconsistency of any variant: the primary and secondary buttons appear very close in visual weight at screenshot resolution, which is a conversion risk. The 'The builder edge is disciplined collaboration.' section uses a two-column layout where the right column appears to contain a block of body text substantially longer than the left, creating a lopsided balance that looks unfinished. Mobile: 'Train the judgment around the model.' wraps in a way that leaves 'around the model.' as a short orphan line — the rhythm breaks at the most critical moment. The product-tier breakdown section is the most text-dense of all six variants on mobile, with role descriptions that require pinch-zoom to parse. The amber accent appears less frequently in this variant's body sections, which makes the page feel visually cooler and less brand-aligned than the others — the warm editorial voice is diluted."
129	          }
130	        ],
131	        "overall_notes": "Shared structural observations across all six variants:\n\nSHARED STRENGTHS: The design system is consistent and premium — the warm off-white background, editorial serif headlines, amber accent color, and dark closing band establish a coherent visual identity appropriate to the 'driving school / premium / calm' brand brief. The section rhythm (hero → proof → access → route → product tier → close) is executed at essentially the same structural cadence in all six, which is correct for A/B testing (the doorway changes, the doctrine does not). CTA button styling is appropriately differentiated from secondary actions across all variants.\n\nSHARED FAILURES:\n\n1. The product card panel (dark, showing the L1–L5 learning spine) in the hero is the same asset across all variants and degrades identically on mobile — at phone viewport widths it compresses to a thumbnail where level labels and row descriptions are illegible. For all six personas this card is positioned as a credibility proof point; on mobile it reads as a decorative dark rectangle. This is the most significant cross-variant UX failure.\n\n2. The five-column capability grid ('The scarce thing is no longer access. It is competent use.') is a shared component and has a shared weakness: on mobile, collapsing five columns to one produces a dense list with inadequate card padding. The cards read as a wall rather than a scannable set of differentiators.\n\n3. The secondary nav links ('The gap · How it works · Offer') are low-contrast across all variants. On warm white they are nearly invisible. This is a minor but consistent hierarchy failure.\n\n4. Section label caps (e.g. 'FOR THE SENIOR PROFESSIONAL') are rendered at a size and weight that make them functionally invisible — they add no navigational value and break the editorial calm by introducing a corporate badge aesthetic that does not match the rest of the tone.\n\nRANKING by design/UX score: senior-pro (7.5) > career-switcher and founder-exec (7.0 tied) > ops-manager and team-lead (6.5 tied) > technical-builder (6.0). The spread is narrow — no variant is broken, none is exceptional. The primary differentiator is headline length management: shorter, punchier heroes (senior-pro) produce cleaner hierarchy; longer, denser heroes (founder-exec, career-switcher) create fold and orphan problems that hurt mobile in particular."
132	      },
133	      {
134	        "lens": "Copy & claims-truth: Is every claim true of what is shipped? Are unsupported claims flagged (esp. \"practice anywhere\" / clinical terms)? Is the copy sharp and on-voice?",
135	        "per_variant": [
136	          {
137	            "variant": "senior-pro",
138	            "score": 8,
139	            "works": "Hero line 'You are not behind. The rules of competent work changed.' is precise, emotionally accurate, and unstageable as false — it is an argument, not a feature claim. 'AINA gives you the road practice' directly invokes the driving-school canon without over-claiming a product capability. Body copy 'Your experience is the asset. AINA trains the interface' is the strongest single line across all six variants: it is both differentiating and strictly true of what shipped (structured practice + evaluator feedback). The 'Private practice before public performance. Same doctrine, tuned route.' section keeps the driving-school metaphor intact and makes no claim about surface availability. L1-L5 spine referenced under 'ONE PRODUCT · L1-5' with 'A route back to control' — this is an accurate description of the shipped learning structure. Closing 'Keep your judgment. Upgrade the way it moves through AI.' is on-brand and makes no false promise. No 'practice anywhere' language visible. No clinical terms. Price shown consistently.",
140	            "fails": "The sub-hero body block is small and dense at desktop scale — the copy is accurate but the three-column benefit grid uses body text too small to audit from screenshot; if any of those cells contain distribution-surface claims (mobile, connectors) that would be a governance miss. 'Structured feedback' is implied but not explicitly named in the hero section, which is fine for marketing but the offer section would need to be tight. The phrase 'road practice' in the hero is slightly awkward grammatically — 'gives you the road practice' reads as unfinished compared to the more idiomatic 'gives you the practice reps' — not a truth issue but a voice sharpness issue."
141	          },
142	          {
143	            "variant": "career-switcher",
144	            "score": 7,
145	            "works": "Hero 'You do not need to sound AI-native. You need proof you can work that way. AINA helps you build it step by step.' is honest and accurate — the L1-L5 spine plus evaluator feedback genuinely produces a credential artifact. 'Confidence is easier when progress is visible' maps cleanly to the shipped progress/feedback loop. 'The scarce thing is no longer access. It is competent use.' is accurate positioning. 'A credential story with substance behind it' is the most useful section-head in any variant for this persona — the copy under it (credential purchase, L1-L5 levels, evaluator feedback, structured access) describes shipped features. Closing 'Make the transition visible.' is tight and claim-free. No 'practice anywhere' language observed.",
146	            "fails": "'A route for rebuilding momentum. Same doctrine, tuned route.' — the word 'momentum' is fine but 'rebuilding' implies AINA is a recovery tool (from a setback), which may slightly overpromise emotional outcome rather than describe a product capability. More importantly, 'step by step' in the hero is accurate but the phrase under 'Confidence is easier when progress is visible' references a 'mobile learning route' in the sub-copy (visible on desktop screenshot, third column of the three-up grid). If 'mobile' refers to the mobile app surface listed as coming soon, this is a live claims-governance miss — it contradicts the report's own boundary ('mobile... marked coming soon'). This needs verification against the shipped source. That single potential mobile-surface mention drops the score from 8 to 7."
147	          },
148	          {
149	            "variant": "ops-manager",
150	            "score": 8,
151	            "works": "Hero 'AI chaos is not an operations strategy. Train the loop before you scale the tool.' is crisp, true, and makes no product capability claim whatsoever — it is pure positioning. 'The scarce capability is governed use.' — accurate reframe. 'From scattered experiments to trained behavior. Same doctrine, tuned route.' — accurate; structured practice plus the L1-L5 spine is exactly trained behavior. 'One spine for the operating layer' matches the L1-L5 learning spine accurately. Closing 'Standardize the judgment before standardizing the workflow.' is the sharpest closing line across all variants — editorial, calm, on-brand, fully defensible. No 'practice anywhere' present. No clinical terms. The ops-specific benefit grid (SOPs, handoffs, quality bars implied by the 'common operating language' copy) does not over-claim platform surfaces.",
152	            "fails": "The section 'From scattered experiments to trained behavior' has sub-copy that is too small to read fully in the screenshot; if it references team-distribution features or connectors, those would be coming-soon and a governance gap. The hero body paragraph is longer than needed for the persona — ops managers read on detail but the opening paragraph runs four lines before the CTA, slightly softening the punch of the hero headline. 'Train the loop' is a nice double-meaning (feedback loop / AI agent loop) but is jargon-adjacent; some ops managers will parse 'loop' as a technical AI term and not the intended workflow sense — a voice sharpness note, not a truth issue."
153	          },
154	          {
155	            "variant": "founder-exec",
156	            "score": 9,
157	            "works": "Hero 'Buying AI tools is easy. Building AI-native judgment is the hard part. AINA trains the human side of leverage.' is the most intellectually precise hero across all six variants — it makes a claim entirely about the human capability gap, not about AINA's feature set, so it cannot be falsified by a missing product surface. 'A strategy only lands when people can execute it.' — true by definition, no product dependency. 'The scarce thing is no longer content. It is competent use.' — clean, accurate, on-voice. 'A capability spine, not another content library. Same doctrine, tuned route.' — this is the most accurate self-description of AINA's positioning: it correctly distinguishes the product from LMS/content plays, and the shipped L1-L5 spine plus evaluator feedback genuinely constitutes a 'capability spine.' 'A small purchase against a large execution risk.' — accurate framing of price-to-value; price is shown consistently. Closing 'Make AI fluency an operating capability.' restates the AI Fluency canon exactly. No 'practice anywhere' visible. No coming-soon surfaces mentioned.",
158	            "fails": "The phrase 'AINA trains the human side of leverage' in the hero — 'leverage' is slightly business-jargon and while not a false claim, it shifts the brand voice toward MBA-speak rather than the calm/editorial premium register. Minor. The product section 'A small purchase against a large execution risk' — 'small' is relative and the price shown ($249) may not read as small to a budget-constrained founder, but that is a positioning judgment not a claims-truth issue. The only genuine copy-truth tension: if the benefit grid under 'A strategy only lands when people can execute it' references team-distribution or reporting features that are coming soon, this is a governance miss — the grid is too small to read in full from the screenshot."
159	          },
160	          {
161	            "variant": "team-lead",
162	            "score": 6,
163	            "works": "Hero 'Your team does not need more AI enthusiasm. It needs a shared standard. AINA gives the team a practice language.' — the phrase 'practice language' is accurate and well-coined; it describes the shipped L1-L5 framework without over-claiming delivery mechanism. 'A better conversation than are you using AI?' is the clearest persona-specific tension statement. 'One route, different starting points. Same doctrine, tuned route.' — accurate; L1-L5 allows per-learner paths on a shared spine. 'A credential standard your team can understand.' is an honest rendering of the L1-L5 levels. Closing 'Lead the behavior change, not just the rollout.' is on-brand and claim-free.",
164	            "fails": "Most significant: the report notes 'the team-lead offer no longer puts coming-soon team distribution in the close' as a council-driven cleanup already applied. However the hero section and benefit grid both invoke team-level deployment ('shared standard,' 'practice language for the team') in ways that imply AINA has a team dashboard, team reporting, or team-seat management — none of which are confirmed as shipped in the report. The shipped boundary lists only structured practice, evaluator feedback, and the L1-L5 spine. Team-tracking and distribution are implicitly suggested by the persona framing but not in the shipped set — this creates a silent expectation gap for a team lead making a purchasing recommendation to their manager. The report's own council watch note flags this: 'Team-buy intent may be blocked by product roadmap gaps.' The copy does not create an explicit false claim but the entire variant's frame sets up a promise the product cannot yet close alone. Also: 'AINA gives the team a practice language' — 'gives the team' presupposes team-delivery infrastructure that is roadmap. Score penalized for structural expectation-setting that outruns what ships."
165	          },
166	          {
167	            "variant": "technical-builder",
168	            "score": 7,
169	            "works": "Hero 'Shipping faster is not the same as building well. Train the judgment around the model.' is the most honest caution for this persona and makes no product claim — it is a reframe. 'The builder edge is disciplined collaboration.' — accurate description of the practice model; evaluator feedback and L1-L5 structure are exactly 'disciplined.' 'The scarce thing is no longer access. It is competent use.' — consistent across variants, accurate. 'A flight simulator for high-judgment work. Same doctrine, tuned route.' — the flight-simulator metaphor is on-canon (driving school / simulation before live performance) and 'high-judgment work' maps directly to the shipped evaluator-feedback model. Closing 'Build with AI without outsourcing your standards.' is tight and defensible — no surface claim. 'From tool fluency to systems fluency' — accurate level-up description. No 'practice anywhere' present.",
170	            "fails": "The report's own council marks this variant YELLOW specifically because 'the opening can read preachy to confident builders.' Copy-voice problem: 'Shipping faster is not the same as building well' is true but postures as correcting the reader — a builder who is already careful will reject the framing, and a builder who ships fast without care will not self-identify. This is a sharpness failure: the headline tells the persona they have a problem they may not believe they have, which is antagonistic framing for a high-agency audience. A claims-adjacent issue: 'A flight simulator for high-judgment work' — the body copy under this section (too small to fully read in screenshot) references specific practice modes; if any of those modes mention voice or async connectors (coming soon), that is a governance miss. 'From tool fluency to systems fluency' under the product section is vague enough that a builder might read 'systems' as infrastructure/DevOps integration that is not shipped."
171	          }
172	        ],
173	        "overall_notes": "Claims governance is generally tight across all six variants — the `pnpm claims:scan` gate and the council cleanup before shipping removed the most obvious violations. No variant contains the explicit \"practice anywhere\" phrase. No clinical terms observed.\n\nThe one active governance concern that needs verification: career-switcher's three-column benefit grid contains a sub-copy reference to a \"mobile learning route\" (visible on desktop screenshot, third column under \"Confidence is easier when progress is visible\"). If that phrase refers to the mobile app surface listed as coming soon in the report, it is the only live claims-boundary miss in the set and should be confirmed against the source in `marketingVariants.ts`.\n\nThe structural risk is the team-lead variant: the entire persona frame implies team-delivery infrastructure (shared dashboards, team reporting, multi-seat) that is not listed in the shipped boundary. No single line is provably false, but the composite impression oversells what ships today. This is the hardest claims-truth problem to fix with copy alone — it may require a coming-soon disclosure row in the team-lead offer section.\n\nVoice register: founder-exec is the sharpest and most on-brand (premium/editorial/calm). Senior-pro and ops-manager are close behind. Career-switcher and technical-builder are solid but have one copy-voice rough edge each. Team-lead is structurally sound but the weakest on claims-truth because of the expectation gap.\n\nRanking by this lens: founder-exec (9) > senior-pro (8) = ops-manager (8) > career-switcher (7) = technical-builder (7) > team-lead (6)."
174	      },
175	      {
176	        "lens": "Accessibility — contrast, tap targets, text size, structure, mobile usability",
177	        "per_variant": [
178	          {
179	            "variant": "senior-pro",
180	            "score": 6.5,
181	            "works": "Desktop heading hierarchy is clear: the 'You are not behind.' hero runs at a large display size with strong dark-on-cream contrast that reads well. Body copy in the main sections sits at a readable size with adequate line-height. The two-CTA hero row ('Start free account' filled amber + 'Take the practice tour' outlined) are visually distinct button states with reasonable desktop padding. The amber/orange accent on the italic hero phrase ('AINA gives you the road practice.') provides enough saturation to differentiate from the surrounding dark text on cream. Section-level headings ('FOR EXPERIENCED PROFESSIONALS', 'FOR THE MARKET / SMALL', etc.) use consistent small-caps labels that create navigable landmarks. Mobile: single-column reflow works; headings remain large enough to read.",
182	            "fails": "Mobile CTA buttons appear close together with thin tap targets — the outlined secondary CTA ('Take the practice tour') has a very thin 1px stroke border that reduces apparent hit area and will fail the 44x44 pt minimum on smaller phones. The dark hero card (the '5' levels UI mockup overlay) sits on the cream background with very low contrast between the card edge and page in the mobile screenshot — it reads as a floating element without sufficient visual boundary. The small-caps section labels ('FOR EXPERIENCED PROFESSIONALS') are set at approximately 10-11px — below the 12px minimum for all-caps text and likely to fail WCAG 1.4.4 Resize Text if the viewport is set to default zoom on an older phone. The feature-comparison section uses a thin-weight body font at small size inside the grid cards; on mobile the text in those cells becomes hard to read. No visible skip-navigation landmark. The nav links ('The gap · How it works · Offer') are tiny on desktop — estimated 11-12px, undersized for interactive text."
183	          },
184	          {
185	            "variant": "career-switcher",
186	            "score": 6,
187	            "works": "The hero heading 'You do not need to sound AI-native. You need proof you can work that way.' is large, high-contrast dark-on-cream and the line breaks are generous. The amber CTA button ('Enrolment is open') in the hero is sufficiently large on desktop with good internal padding. The 'A route for rebuilding momentum. Same doctrine, tuned route.' section uses a warm amber italic line that creates good visual variety without losing contrast. The L1-L5 levels card in the product section (dark background with level labels) maintains internal contrast between label text and card background. Mobile single-column reflow is intact; the hero text scales down acceptably.",
188	            "fails": "Same structural issues as senior-pro: the small-caps persona label ('FOR CAREER SWITCHERS') and section eyebrows are at borderline 10-11px, risking WCAG 1.4.4 failures. The mobile hero card (dark '5' levels mockup) has the same low-contrast edge problem. The secondary CTA ('Start free account') renders as a text link or ghost button below the primary CTA on mobile — it is easy to miss and its tap target is ambiguous; could be as small as 30px tall. The three-column feature grid in 'Confidence is easier when progress is visible.' collapses to very small card text on mobile — the descriptive body copy inside each card is estimated at 12-13px and will be illegible to users with moderate vision impairment without pinching. The italic orange/amber phrase ('Same doctrine, tuned route.') in the section heading uses a color that, while visually distinctive, may not meet 4.5:1 contrast ratio against the cream background — estimated ratio is 2.8:1 to 3.2:1, which fails WCAG AA for normal-weight text."
189	          },
190	          {
191	            "variant": "ops-manager",
192	            "score": 5.5,
193	            "works": "The opening hero line 'AI chaos is not an operations strategy.' is the longest hero headline across variants but is set large enough that it reads clearly at desktop size. The dark card mockup section has adequate internal contrast between white/light text and dark background. The two-column feature grid in the 'From scattered experiments to trained behavior.' section uses a layout that gives each block more breathing room than the three-column variant layouts. Mobile: top-level section headings remain visible.",
194	            "fails": "The ops-manager hero on mobile ('AI chaos is not an operations strategy. Train the loop before you scale the tool.') has the longest line count of any variant — on a narrow viewport this produces very small text per line or excessive vertical scroll before any CTA appears. The amber italic ('Train the loop before you scale the tool.') in the hero uses the same low-contrast amber-on-cream color issue flagged in other variants — fails WCAG AA for normal text. The 'STANDARD · ADVANCED · EXPERT TIER' feature comparison table in the middle of the page uses very small cell text (estimated 11px) in a four-column layout that collapses poorly on mobile — columns appear to stack but the text remains very small and some cell labels are truncated. The small-caps eyebrow labels persist at 10-11px. The 'Standardize the judgment before standardizing the workflow.' closing statement on mobile is set at a size that appears smaller than the rest of the page, reducing the closing CTA's visual weight. No skip-navigation. Tap target for the ghost/outline CTA button is thin and may fall below 44pt."
195	          },
196	          {
197	            "variant": "founder-exec",
198	            "score": 6.5,
199	            "works": "The hero 'Buying AI tools is easy. Building AI-native judgment is the hard part. AINA trains the human side of leverage.' is among the most legible heroes across variants — the line breaks are shorter, the dark text on cream is crisp, and the amber phrase is contained to the last line so it does not disrupt the reading flow. The product section heading 'A small purchase against a large execution risk.' is well-sized and high-contrast. The dark-background levels card maintains internal contrast. On mobile the three-column feature grid appears to reduce to a tighter stacked layout; the CTA ('Enrolment is open') is visually prominent with the amber fill.",
200	            "fails": "The amber italic 'AINA trains the human side of leverage.' in the hero faces the same estimated contrast failure (2.8:1 to 3.2:1 against cream) as other variants. The 'FOR FOUNDERS AND EXECUTIVES' eyebrow label is at 10-11px small-caps — below minimums. In the 'A capability spine, not another content library.' section, the three-column comparison grid on mobile appears to render at very tight column widths; the body text in each cell likely falls below 12px and will be hard to read on 375px-wide devices. The thin-stroke outline CTA ('Start free account') has borderline tap-target size on mobile. The nav items ('The gap · How it works · Offer') remain at an undersized clickable text size. The 'Make AI fluency an operating capability.' closing section on mobile compresses the CTA button, but the button itself still appears to have adequate height — this is less of an issue here than in other variants."
201	          },
202	          {
203	            "variant": "team-lead",
204	            "score": 6,
205	            "works": "The hero 'Your team does not need more AI enthusiasm. It needs a shared standard. AINA gives the team a practice language.' uses the largest total word-count of any hero, but the font weight and size keep it readable at desktop. The amber phrase ('AINA gives the team a practice language.') is the most restrained use of the accent color — it is fewer words, so the amber block is smaller and the contrast issue has less visual surface area. The 'A better conversation than are you using AI?' sub-heading is a strong, scannable line at mid-page. The product levels card maintains good internal contrast. Desktop layout spacing between sections is generous.",
206	            "fails": "On mobile, the hero is the longest in character count and creates the most vertical scroll before reaching any CTA — users on a 375px device must scroll past approximately 5 screens of text before hitting the primary action. The 'FOR TEAM LEADS' eyebrow is at 10-11px small-caps, same issue. The section 'One route, different starting points. Same doctrine, tuned route.' uses both the amber italic and a bold dark heading in the same line, which creates a mixed-weight heading; on mobile the size differential between the roman and italic portions becomes less distinguishable. The three-column grid ('Lead from evidence', 'Team-lead specific path', 'Evidenced improvement') on mobile renders at very compressed widths with small body text. The 'Lead the behavior change, not just the rollout.' closing CTA section is visually lighter weight on mobile — the CTA button is there but the amber fill does not appear in the mobile screenshot's lower section, making it harder to locate."
207	          },
208	          {
209	            "variant": "technical-builder",
210	            "score": 5.5,
211	            "works": "The hero 'Shipping faster is not the same as building well. Train the judgment around the model.' is concise and the dark-on-cream contrast is strong. The italic orange phrase is brief ('Train the judgment around the model.') which limits the contrast-failure surface area. On desktop the two CTA row is laid out clearly. The 'From tool fluency to systems fluency.' section heading in the product block is one of the more readable mid-page headings across all variants. The dark levels card in the product section maintains internal contrast. Desktop section spacing is consistent with other variants.",
212	            "fails": "On mobile, the small-caps eyebrow ('FOR TECHNICAL BUILDERS') and the sub-section labels ('THE BUILDER EDGE', 'A FLIGHT SIMULATOR FOR HIGH-JUDGMENT WORK.', 'ONE PRODUCT') are all at 10-11px — this variant has the most occurrences of these undersized all-caps labels visible in the mobile screenshot, increasing the cumulative impact of the contrast/size issue. The 'The builder edge is disciplined collaboration.' section uses a four-column feature grid ('AI', 'HUMAN SPEED', 'HUMAN DOMAIN', 'DISCIPLINE') that on mobile appears to remain four-column or collapse to two columns with very small card text — the most likely failure mode for a user on a standard phone. The amber italic suffers the same estimated sub-AA contrast ratio. The secondary CTA ('Start free account') in the hero is set as an outline button with thin stroke — tap target concern is the same as other variants. The 'Build with AI without outsourcing your standards.' closing CTA section on mobile appears to have a smaller button than the hero CTA, and the button label text is small."
213	          }
214	        ],
215	        "overall_notes": "Shared system-wide accessibility issues present across all six variants:\n\n1. AMBER/ITALIC CONTRAST FAILURE (all variants). The brand accent — italic amber/orange text for the key AINA positioning phrase inside each hero — is the highest-risk finding. Measured visually against the cream/off-white page background, the estimated contrast ratio is in the range of 2.8:1 to 3.2:1. WCAG AA requires 4.5:1 for normal-weight text and 3:1 for large text (18pt+ or 14pt+ bold). The italic weight reduces the effective stroke width, making this a normal-text case — meaning the 4.5:1 threshold applies. All six variants fail here. The amber is brand-defining; the fix is to darken the amber token by roughly 20-25% (toward a burnt amber or dark honey) while preserving the visual warmth, or to use the amber only at a bolder weight and larger size where the 3:1 large-text threshold applies.\n\n2. SMALL-CAPS EYEBROW LABELS TOO SMALL (all variants). Every variant uses persona eyebrow labels ('FOR EXPERIENCED PROFESSIONALS', 'FOR CAREER SWITCHERS', etc.) and section labels at approximately 10-11px in all-caps. WCAG 1.4.4 (Resize Text) and general best practice treat all-caps text as requiring a minimum of 12-13px because the absence of ascenders/descenders reduces legibility per character. These labels are below that threshold and become illegible on mobile at default zoom, especially for users with moderate presbyopia.\n\n3. THIN OUTLINE CTA TAP TARGET (all variants). The secondary 'Start free account' or 'Take the practice tour' CTA uses a 1px outline/ghost button style. The perceived and actual tap target appears to be below the 44x44 CSS-pixel minimum recommended by WCAG 2.5.5 (Target Size) and Apple HIG. The primary amber-filled CTA is likely adequate; the secondary is not.\n\n4. FEATURE GRID MOBILE TEXT SIZE (all variants). The three- and four-column feature/comparison grids do not reflow to single column on mobile — they either stay multi-column with very small text (estimated 11-12px) or compress to 2-column with crowded card bodies. This fails WCAG 1.4.4 at default zoom on 375px viewports.\n\n5. NO VISIBLE SKIP-NAVIGATION (all variants). There is no skip-to-main-content link visible in any screenshot. This is a WCAG 2.4.1 (Bypass Blocks) failure for keyboard and screen-reader users who must tab through the nav on every page load.\n\n6. NAV LINK TEXT SIZE (all variants). The secondary nav items ('The gap · How it works · Offer') are rendered at approximately 11-12px — below the practical minimum for interactive text and likely to fail 2.5.5 on mobile.\n\nRanking by accessibility score: senior-pro (6.5) = founder-exec (6.5) > career-switcher (6.0) = team-lead (6.0) > ops-manager (5.5) = technical-builder (5.5). The spread is narrow because the failures are structural and shared; no variant escapes them. The top two variants score slightly higher because their hero phrases are more concise (less amber text on screen at once, reducing the contrast-failure surface area) and their feature grids are slightly less dense on mobile. ops-manager and technical-builder score lowest due to respectively the longest hero scroll-depth before a CTA on mobile and the highest density of small-caps all-caps labels in the mobile view."
216	      }
217	    ],
218	    "personas": [
219	      {

TOP-LEVEL KEYS: ['council', 'personas', 'adversarial', 'verdict']


=====  verdict  =====
{
 "ranking": [
  "founder-exec",
  "senior-pro",
  "ops-manager",
  "career-switcher",
  "team-lead",
  "technical-builder"
 ],
 "verdict": "fix-then-ship",
 "per_variant_verdict": [
  {
   "variant": "founder-exec",
   "verdict": "ship after one fix",
   "why": "Composite #1 (7.9). Strongest copy precision in the set \u2014 every hero claim is defensible against the shipped product boundary. No 'practice anywhere' exposure. The founding persona confirms would-sign-up with a clear conversion path. Brand score ties for second (8.0). Only blocker before live: the L1\u2013L5 accordion role labels (Meta Thinker / Combiner / Orchestrator) arrive with zero plain-English glosses, and a founder skimming fast will hit a comprehension wall right before the CTA. Add one-line benefit descriptions per level. That is a 30-minute fix. Run this as the A/B control arm."
  },
  {
   "variant": "senior-pro",
   "verdict": "ship after one fix",
   "why": "Composite #2 (7.7). Strongest single hook in the set ('You are not behind') \u2014 the de-shaming opening is the only one that names the persona's fear before they articulate it. Persona confirms it earns attention but friction at the secondary CTA ('see the practice first' going nowhere useful) and the L1\u2013L5 labels prevent signup. Fix: wire the secondary CTA to a real sample exercise or a live preview; add level glosses. Both are mechanical, not structural. Run as the A/B challenger against founder-exec. These two earn the first live traffic split."
  },
  {
   "variant": "ops-manager",
   "verdict": "fix first, then ship",
   "why": "Composite #3 (7.0). Hero copy is the most ops-native framing in the set and the non-native-English supervisor persona confirms it converts on mobile. Two blockers: (1) hero sub-copy implies team orchestration/distribution features that are explicitly coming-soon \u2014 scope to individual professional practice in an operational context; (2) amber-on-dark-hero background fails WCAG AA contrast \u2014 darken the amber token or swap to cream at the hero level. Both fixable in one pass. After fixing, promote to the second A/B rotation."
  },
  {
   "variant": "career-switcher",
   "verdict": "fix first, then ship",
   "why": "Composite #4 (6.9), but the career-switcher persona gives the strongest conversion signal in the entire set (would-sign-up confirmed, would tap CTA on mobile). The gap between score and conversion signal means the variant is close \u2014 two specific fixes unlock it: (1) verify and remove 'mobile learning route' from the feature grid sub-copy if it refers to the coming-soon mobile surface \u2014 this is the only live claims-boundary miss in the set; (2) change 'step by step' to 'level by level' to avoid over-implying a complete sequential pathway above L1. After those two changes, this variant should enter the second A/B rotation. Do not let a high-conversion variant sit on hold because of a one-line copy fix."
  },
  {
   "variant": "team-lead",
   "verdict": "hold \u2014 structural product promise gap",
   "why": "Composite #5 (5.8). The persona confirms the copy resonates but would not sign up because the entire variant frame (shared standard, team practice language, coach from evidence) implies team dashboards, multi-seat enrollment, and team reporting \u2014 none of which are in the shipped boundary. The team-lead persona's three stated blockers are all product-surface gaps, not copy gaps. A copy revision alone cannot close this. Required before launch: add a 'What's live today / what's next' disclosure row in the offer section that scopes the current product to individual enrollment with a team-path roadmap signal, or reframe the variant's promise to 'start with your own practice, lead from evidence' rather than 'enroll your team.' Promote to A/B only after that structural reframe."
  },
  {
   "variant": "technical-builder",
   "verdict": "hold \u2014 rewrite hero, strip two claims",
   "why": "Composite #6 (5.6), despite carrying the highest brand adherence score (9.0) of all six variants. The gap is diagnostic: the brand expression is excellent but the copy strategy is wrong for the audience. The council-confirmed YELLOW flag is real \u2014 'Shipping faster is not the same as building well' lectures a high-agency persona who self-exempts from the critique and bounces before the argument lands. Two present-tense claims are not supported by the shipped product: 'disciplined collaboration' implies MCP connectors/distribution (roadmap); 'systems fluency' implies architectural evaluation feedback (not a described capability). Required before launch: rewrite the hero to open by affirming the builder's existing strength before introducing the gap; strip or gate both over-claims. The flight-simulator metaphor, the disciplined-collaboration thesis, and the closing line ('Build with AI without outsourcing your standards') are all worth keeping \u2014 the structure is right, the entry is wrong."
  }
 ],
 "top_issues": [
  "CRITICAL \u2014 Unresolved price template token: '$pnts' or equivalent renders literally in the career-switcher and technical-builder price display strings on desktop. This is a trust-destroying rendering bug that must be fixed before any live traffic. Verify in marketingVariants.ts and resolve the template interpolation.",
  "CRITICAL \u2014 Mobile CTA below fold on every variant: the primary CTA button is not visible without scrolling on any variant at phone viewport width. The hero fills the entire first viewport with headline text and the product mockup card. Add a sticky mobile CTA bar or reorder the hero to surface the primary action above the fold on 375px viewports.",
  "CRITICAL \u2014 career-switcher 'mobile learning route' sub-copy: the feature grid under 'Confidence is easier when progress is visible' contains a reference to a mobile learning route. If this refers to the coming-soon mobile app surface, it is the only confirmed live claims-boundary miss in the set. Verify a


=====  adversarial  =====
{
 "weakest_variant": "technical-builder",
 "false_or_unsupported_claims": [
  "career-switcher hero copy: 'AINA helps you build it step by step' \u2014 the word 'step by step' implies a sequential, guided onboarding pathway that the current L1-L5 spine does not fully deliver yet (levels above L1 are roadmap). The promise of a complete structured progression is an over-claim relative to what ships today.",
  "career-switcher section heading 'A credential story with substance behind it' \u2014 a 'credential' implies a portable, employer-recognized certification. The report only claims 'credential evidence' and 'evaluator feedback.' No third-party-recognized credential is described anywhere in the product. Calling it a credential story sets an expectation the product demonstrably cannot fulfill today.",
  "ops-manager hero sub-copy visible on desktop: references training a 'loop' before scaling workflows \u2014 implies team/workflow orchestration features (multi-seat, shared SOPs, workflow templates). The report explicitly marks 'team distribution' as coming soon. The ops-manager hero implicitly promises a team-level solution that does not exist yet.",
  "technical-builder section 'From tool fluency to systems fluency' \u2014 the sub-copy references architectural and verification feedback from evaluators. The claim boundary in the report says 'evaluator feedback' ships, but 'systems fluency' as a verifiable outcome (architecture review, design judgment scoring) is not a described product capability. This is an outcome claim, not a feature claim.",
  "technical-builder desktop hero sub-copy mentions 'disciplined collaboration' in the benefit section below the fold ('The builder edge is disciplined collaboration') \u2014 collaboration features are roadmap (MCP-first distribution, connectors are marked coming soon). Framing collaboration as the builder edge today is a false present-tense claim.",
  "senior-pro and team-lead both use the phrase 'practice' prominently (senior-pro: 'AINA gives you the road practice'; team-lead: 'AINA gives the team a practice language'). The report explicitly flags 'NO practice anywhere claim' as roadmap. While these are not the exact string 'practice anywhere', the repetitive use of 'practice' as the central product noun across multiple variants pushes against the canon boundary and risks the same roadmap-claim exposure."
 ],
 "bounce_reasons": [
  "The pricing section ('The sport offer is $349 $pnts / Credential purchase permanent access') is visually broken on desktop across all variants \u2014 the price string contains what appears to be an unresolved template variable '$pnts' visible in the career-switcher and technical-builder desktop screenshots. A real visitor sees a literal code token in the price line and loses trust immediately.",
  "Every variant uses the same structural skeleton (hero \u2192 3-column benefit row \u2192 'scarce thing' interstitial \u2192 2-column offer section \u2192 L1-L5 module accordion \u2192 closing CTA). A visitor who arrives twice via different variants or who clicks 'back' and lands on a sibling variant will immediately recognize the template. The persona differentiation does not go deep enough to feel like a genuinely different product story \u2014 it feels like a mail-merge.",
  "The hero on every variant is set in extremely large editorial type (the hero headline spans 4-6 lines on desktop). On mobile all six variants produce a hero that is almost entirely headline with no visible CTA above the fold. The primary CTA button is pushed well below the fold on mobile. A visitor who is ready to act on the headline has no immediate affordance.",
  "The nav bar on all variants shows 'The gap \u00b7 how it works \u00b7 Offer' as anchor links but the page sections do not appear to use these labels visibly. A returning or scrolling visitor cannot orient themselves. 'The gap' is especially opaque \u2014 it reads as internal copy language, not a consumer navigation label.",
  "The 'Same doctrine, tuned route' orange italic line appears in all six variants as the bridge between the persona-specific framing and the shared product section. Because it is identical across all variants and is in a visually prominent accent color, it functions as a seam that reveals the shared template. It destroys the persona illusion exactly when the visitor is deciding whether to continue reading.",
  "The L1-L5 module accordion in every variant lists 'Meta Thinker, Operator, Combiner, Builder, Orchestrator' \u2014 these are internal AINA level names with no plain-English explanation of what each level means in one line. A new visitor has no frame of reference. The accordion is the only product detail section and it fails to answer 'what will I actually do on day one.'",
  "The closing CTA on senior-pro reads 'Keep your judgment. Upgrade the way it moves through AI.' \u2014 the phrase 'moves through AI' is abstract to the point of meaninglessness to a non-technical professional who is the stated persona. This is the last thing they read before the button. A confused final line is a conversion killer.",
  "ops-manager and team-lead variants both close with commands to standardize or lead a behavior change \u2014 these CTAs implicitly require a team purchase decision, not a personal signup. A solo ops manager or team lead visiting this page cannot act unilaterally on a team-level promise. The mismatch between a solo signup flow and team-framed benefit is a dead-end."
 ],
 "failure_modes": [
  "CRITICAL \u2014 unresolved price template token: The price display string visible in career-switcher and technical-builder desktop screenshots contains '$pnts' or similar unresolved variable. If this renders in production it is a trust-destroying bug on the only page that names a price.",
  "Mobile hero CTA invisible above fold: On every mobile screenshot the primary CTA button is not visible without scrolling. On senior-pro mobile the hero fills the entire viewport wi
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== codex bin ==
lrwxrwxrwx 1 ali ali 46 Jun 18 13:38 /home/ali/.npm-global/bin/codex -> ../lib/node_modules/@openai/codex/bin/codex.js
/usr/local/bin/codex
/usr/local/bin/codex
== /srv/repos ==
_pe-dirty-tree-restore
agentops-for-ali
agentops-for-ali-ain36
aina-academy
aina-cc
aina-core
aina-curriculum-reference
aina-evidence-atlas
aina-founding-reference
aina-jobs-research
aina-paperclip-agent-context
aina-personalization-engine
aina-personalization-engine-core
aina-platform
aina-vds-preservation
== mission control candidates ==
/srv/repos/aina-platform
== aina-academy branch state ==
## ali/flags-on-staging-2026-06-29...origin/ali/flags-on-staging-2026-06-29
?? docs/canon/ainative-positioning-2026-06-18-canonical.html
?? docs/ops/vds-workshop-onboarding-report-2026-06-28.md
c0b77c3 Anchor AINA canon routing gaps
dc79869 docs: record recovered Vertex staging proof
955517b ship flags-on staging proof
== how existing lanes launch codex (watchdog) ==
31:if ! pgrep -f "codex exec" >/dev/null 2>&1; then
== recent lane logs ==
-rw-rw-r-- 1 ali ali  3853853 Jun 29 13:12 /srv/aina/ops/codex-growth-content.log
-rw-rw-r-- 1 ali ali  5634048 Jun 29 13:09 /srv/aina/ops/codex-roadmap-mc.log
-rw-rw-r-- 1 ali ali   979085 Jun 29 13:06 /srv/aina/ops/codex-merge-reconcile.log
-rw-rw-r-- 1 ali ali  3015562 Jun 29 13:03 /srv/aina/ops/codex-roster-gaps.log
-rw-rw-r-- 1 ali ali  9726252 Jun 29 12:58 /srv/aina/ops/codex-ab-landings.log
-rw-rw-r-- 1 ali ali 16172373 Jun 29 12:52 /srv/aina/ops/codex-cloudflare-testing.log
-rw-rw-r-- 1 ali ali   622787 Jun 29 12:46 /srv/aina/ops/codex-institutional-memory.log
-rw-rw-r-- 1 ali ali   961659 Jun 29 12:44 /srv/aina/ops/codex-canon-mining.log

== codex running? ==
1939605 node /usr/local/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.3-codex-spark -c model_reasoning_effort="high" --skip-git-repo-check -
1939612 /home/ali/.npm-global/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.3-codex-spark -c model_reasoning_effort="high" --skip-git-repo-check -
1959661 bash -c set +e echo "== codex running? =="; pgrep -af "codex exec" | head echo "== existing reports =="; ls -lt /srv/aina/ops/*report*.md 2>/dev/null | head; echo "---roadmap-mc report tail---"; tail -40 /srv/aina/ops/roadmap-mc-report.md 2>/dev/null || echo "(no roadmap-mc-report.md)" echo "== branches matching my intended lanes =="; cd /srv/repos/aina-academy && git branch -a 2>/dev/null | grep -Ei "landing|arena|roadmap" | head -20 echo "== worktrees =="; git worktree list 2>/dev/null | head echo "== aina-platform branches (roadmap) =="; cd /srv/repos/aina-platform 2>/dev/null && git branch -a 2>/dev/null | grep -Ei "roadmap|mission" | head
== existing reports ==
---roadmap-mc report tail---
(no roadmap-mc-report.md)
== branches matching my intended lanes ==
  ali/marketing-landing-2026-06-29
+ ali/persona-landing-ab-2026-06-29
== worktrees ==
/srv/repos/aina-academy                                                   c0b77c3 [ali/flags-on-staging-2026-06-29]
/home/ali/agent-workspaces/aina-academy-acad122-live-slice-20260625       e8a25e3 [ali/acad-122-live-slice-20260625]
/home/ali/agent-workspaces/aina-academy-ain90-chat-tutor-20260629         6fcf124 [ali/ain-90-chat-first-tutor-2026-06-29]
/home/ali/agent-workspaces/aina-academy-calibration-20260622              72cbf51 [ali/acad-calibration-integrity-2026-06-22]
/home/ali/agent-workspaces/aina-academy-cloudflare-local-20260629         4c3bcaa (detached HEAD)
/home/ali/agent-workspaces/aina-academy-control-plane-reconcile-20260624  46382a1 (detached HEAD)
/home/ali/agent-workspaces/aina-academy-intent-preservation-20260624      b4b5f9b [ali/acad-124-125-landed-snapshot-20260625]
/home/ali/agent-workspaces/aina-academy-marketing-landing-20260629        06a8117 [ali/persona-landing-ab-2026-06-29]
/home/ali/agent-workspaces/aina-academy-runtime-20260622                  72cbf51 [ali/acad-runtime-memory-2026-06-22]
/home/ali/agent-workspaces/aina-academy-scaffold-20260622                 72cbf51 [ali/acad-84-scaffold-2026-06-22]
== aina-platform branches (roadmap) ==

tar: Ignoring unknown extended header keyword 'LIBARCHIVE.xattr.com.apple.provenance'
tar: Ignoring unknown extended header keyword 'LIBARCHIVE.xattr.com.apple.provenance'
tar: Ignoring unknown extended header keyword 'LIBARCHIVE.xattr.com.apple.provenance'
PUSHED
total 40
drwxrwxr-x  2 ali ali 4096 Jun 29 13:27 .
drwxrwxr-x 64 ali ali 4096 Jun 29 13:27 ..
-rw-r--r--  1 ali ali  163 Jun 29 13:24 ._lane-landing-fixes.md
-rw-r--r--  1 ali ali  163 Jun 29 13:25 ._lane-practice-arena-v2.md
-rw-r--r--  1 ali ali  163 Jun 29 13:25 ._lane-roadmap-mc.md
-rw-r--r--  1 ali ali 4752 Jun 29 13:24 lane-landing-fixes.md
-rw-r--r--  1 ali ali 4930 Jun 29 13:25 lane-practice-arena-v2.md
-rw-r--r--  1 ali ali 2635 Jun 29 13:25 lane-roadmap-mc.md

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HEAD is now at 06a8117 docs: add persona landing ab proof
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HEAD is now at c0b77c3 Anchor AINA canon routing gaps
arena-v2 LAUNCHED pid=1961500 wt=/home/ali/agent-workspaces/aina-academy-arena-v2-20260629 log=/srv/aina/ops/codex-practice-arena-v2.log
Preparing worktree (new branch 'ali/roadmap-mission-control-2026-06-29')
HEAD is now at 18b45cc Add internal Academy UI demo bridge
roadmap-mc LAUNCHED pid=1961698 wt=/home/ali/agent-workspaces/aina-platform-roadmap-20260629 log=/srv/aina/ops/codex-roadmap-mc2.log
== total codex exec procs now ==
11

The file /Users/Ali/.claude/projects/-Users-Ali-PKM/memory/project_aina_factory_build_2026_06_29.md has been updated successfully. (file state is current in your context — no need to Read it back)

Next wakeup scheduled for 13:54:00 (in 1531s). Nothing more to do this turn — the harness re-invokes you when the wakeup fires or a task-notification arrives.

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{"result":[{"id":"69e347e1-c444-8326-9111-4c82d55512d3","source":"ChatGPT","source_type":"knowledge","title":"GSAP for Interactive Lessons","date":"2026-04-18","topic":"Personal & Misc","subtopic":"Other","summary":"What does it take to render GSAP animations within browser? 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HEAD is now at c0b77c3 Anchor AINA canon routing gaps
content-mining LAUNCHED pid=2017469 wt=/home/ali/agent-workspaces/aina-academy-content-mining-20260629
== total codex exec procs ==
6

== masterclass + animation artifacts (local) ==
== ainamotioncontent / animation DS ==

1	# AI Native Academy — Constitution
2	### A Statement of Purpose, Principles, and Public Benefit Commitments
3	
4	**Oscalar Solutions Inc. / AI Native Academy**
5	**Draft v1.0 — June 2026**
6	**Status: For review and refinement. Not yet adopted.**
7	
8	---
9	
10	> *This document is written with the AINA platform and its learners as its primary audience. It describes what AI Native Academy is, what it stands for, what it will and will not do, and the commitments it makes to the public. It is intended to serve as the foundational character document for the company — the thing that governs product decisions, content choices, commercial posture, and hiring, not just as a set of aspiration statements but as a set of live constraints.*
11	
12	---
13	
14	## Why this document exists
15	
16	AI education is not a neutral act.
17	
18	A platform that teaches professionals how to think and work with AI is exercising a form of institutional influence. It shapes how people understand AI's capabilities and limits. It shapes how they evaluate AI output, delegate AI tasks, and judge the difference between useful assistance and dangerous automation. Done badly, it produces false confidence, vendor lock-in, and learned helplessness. Done well, it produces genuinely AI-native professionals who remain capable, skeptical, and adaptive as the technology continues to evolve.
19	
20	AI Native Academy exists to do it well. This document is our public account of what that means.
21	
22	This constitution does three things. First, it states AINA's purpose and the theory of change behind it. Second, it articulates the principles that govern product decisions, content, and commercial behaviour. Third, it formalises the public benefit commitments that justify Oscalar Solutions Inc.'s declaration as a public benefit corporation.
23	
24	This document will be updated as our understanding improves. We do not expect it to be permanent in every detail. We do expect it to be honest, specific, and binding.
25	
26	---
27	
28	## Part I — Who we are and what we are trying to do
29	
30	### 1.1 The problem
31	
32	AI capability is widely available. AI fluency is not.
33	
34	The working professional in the middle of the bell curve — a manager, analyst, operations lead, HR specialist, sales professional, consultant — is not blocked by access to AI tools. Every major model is free or nearly free. The tools are abundant. What the professional lacks is the mental model to use them well: the ability to think clearly about where AI helps and where it does not, to judge AI output rather than accept it uncritically, to build AI into real workflows rather than apply it as a surface garnish.
35	
36	Current AI education has failed this professional in three predictable ways. It chases tools, producing content that is obsolete before the learner finishes the module. It is generic, delivering the same prompting lesson to a floor nurse and a financial analyst. And it is passive, rewarding video completions and certificate clicks rather than actual demonstrated capability.
37	
38	The result is a large, unserved population who know AI matters, have tried it and found it confusing or underwhelming, and have no trusted, structured path forward. AINA exists to serve them.
39	
40	### 1.2 The mission
41	
42	**AI Native Academy's mission is to give every working professional a structured, honest, and durable path to AI fluency — regardless of their technical background.**
43	
44	AI fluency, as we define it, is not knowing how to use a specific tool. It is the ability to think, judge, structure, and work with AI from first principles — and to keep doing so as the tools and models change. It is the kind of capability that does not expire.
45	
46	### 1.3 The theory of change
47	
48	There is one mechanism that reliably produces capability: guided practice with feedback.
49	
50	You do not learn to drive by watching videos about internal combustion engines. You sit in the car, under instruction, in progressively more complex conditions, with someone correcting your technique. AINA is the driving school. The sandbox is the car. The evaluator is the instructor. The models — Claude, ChatGPT, Gemini, whatever comes next — are vehicles. We teach driving, not Toyotas.
51	
52	The product loop that operationalises this theory is: **Diagnose → Teach → Practise → Evaluate → Improve → Progress.** If that loop works, AINA works. If it does not, nothing else will save the platform.
53	
54	### 1.4 Who we serve
55	
56	Our primary learner is the 30–35-year-old non-technical white-collar professional who has real work to do, limited time to learn, and a legitimate need to become competent with AI before it reshapes their role around them. They are not engineers. They do not want to become engineers.
57	
58	We also recognise a distinct segment we call *first-impression trauma* — professionals who tried AI early, encountered confident hallucinations, and anchored to an outdated prior. Rebuilding trust with that segment requires a different entry point, not a different curriculum. AINA honours their skepticism. We do not paper over it.
59	
60	---
61	
62	## Part II — What AINA is and is not
63	
64	### 2.1 What AINA is
65	
66	AINA is a professional AI capability platform. It combines:
67	
68	- a fixed 50-capability spine across five levels (Meta Thinker → Operator → Centaur → Builder → Orchestrator);
69	- a versioned content layer that expresses those capabilities in current tools and techniques;
70	- structured lessons grounded in first-principles thinking;
71	- hands-on sandbox practice with evaluator feedback;
72	- readiness diagnostics and learner-state adaptation;
73	- proof-of-work artifacts and progression tracked by evidence, not completion clicks.
74	
75	It should be understood as a **learning operating system for becoming AI-native**, not a course library.
76	
77	### 2.2 What AINA is not
78	
79	AINA is not a generic AI course, a prompt pack, a tool directory, a video library, a certificate mill, a chatbot wrapper, an affiliate channel for AI tool vendors, or a platform that fails when exact role personalisation is incomplete.
80	
81	The last two items carry special weight and are addressed directly below.
82	
83	---
84	
85	## Part III — Governing principles
86	
87	These are the principles that constrain product decisions, content choices, and commercial behaviour. They are not aspirations. They are rules that can be violated, and that we commit to holding ourselves accountable to.
88	
89	### 3.1 Teach principles before tools
90	
91	Tools are demonstration examples. Principles are the curriculum. A learner who leaves AINA understanding only how to use a specific product has learned nothing durable. A learner who leaves AINA understanding how to think with any AI model has learned something that compounds over time. All curriculum decisions are made with this distinction enforced.
92	
93	### 3.2 Tool-neutral by doctrine, not by accident
94	
95	AINA does not recommend tools. It does not accept affiliate arrangements. It does not rank, endorse, or commercially favour any AI product, vendor, or platform. Tools appear in lessons as examples of principles, not as recommendations. Any appearance of preference — however subtle — is a violation of this principle and a threat to the credibility asset the platform depends on.
96	
97	This is an explicit structural choice. The audience AINA serves has been burned by affiliate-driven AI content. Tool-neutrality is not a marketing position. It is an institutional commitment.
98	
99	### 3.3 Falsifiability over aspiration
100	
101	Claims in AINA's marketing, curriculum, and public statements must be specific and checkable. Five levels. Fifty capabilities. Three sandbox modes. One evaluator. A measurable outcome at the end of Level 3. These are the kinds of claims we make.
102	
103	Generic aspirational language — "transform your career," "future-proof yourself," "10x your productivity" — fails the falsifiability test. Copy that cannot be proven is removed on sight. This applies to marketing surfaces, lesson content, and any public statement made on behalf of the platform.
104	
105	### 3.4 Progress is earned by evidence, not by clicks
106	
107	Completion is not capability. A Track 1 certificate is gated on demonstrated minimum mastery, not on finishing a module queue. The evaluator does not flatter weak work. It does not punish for sport. It provides a score, a clear strength, a clear weakness, and a concrete improvement step, tied to a rubric and a learning objective. If we make the pass threshold easy enough that it does not mean anything, the certificate does not mean anything. We do not do that.
108	
109	### 3.5 Learner wellbeing over engagement metrics
110	
111	AINA is not designed to maximise session time, notifications, or return visits. Streaks and dashboards are tools for motivation, not traps for compulsion. A learner who has completed the curriculum and does not need to return is a success, not a churn event. We do not design dark patterns into the platform. We do not engineer anxiety about falling behind. We do not send retention emails that imply the learner is failing.
112	
113	The question we use to evaluate product decisions is not "does this increase engagement?" It is "does this improve the learner's actual AI capability?"
114	
115	### 3.6 Honest about limits
116	
117	AI capability, as currently understood, has real limits. AI models make confident errors. AI-generated output requires human judgment to evaluate and deploy. AINA teaches this explicitly and early. We do not present AI as a solution that removes the need for human expertise. We do not teach learners to trust AI output uncritically. We teach evaluation, challenge, constraint-setting, and supervision as core capabilities, not as advanced topics.
118	
119	If we ever find that our curriculum is producing overconfident AI users rather than skilled AI practitioners, we treat that as a curriculum failure requiring immediate correction.
120	
121	### 3.7 The spine is fixed; the content layer is versioned
122	
123	The 50-capability spine does not change with model releases or tool ecosystem shifts. It is the durable structure. The content layer — the tools, examples, techniques, and interfaces used to teach the capabilities — is reviewed quarterly and updated when warranted. This architecture is load-bearing. Everything about AINA's durability claim depends on honouring this distinction. Runtime generation of curriculum content violates it.
124	
125	### 3.8 Content is reviewed by a named human before it reaches learners
126	
127	No module reaches production without human review by a named expert. External resources are supporting material only — never the source of truth for any lesson. Evaluator criteria for each lesson are written by the content owner, not generated. AI can assist authoring. It does not replace the human editorial standard.
128	
129	### 3.9 Practice anywhere
130	
131	AINA owns the brief, the standard, the rubric, the feedback, and the progress record. It does not need to own every execution surface. Learners bring real work into the platform. They practise in tools they already use. They submit evidence of actual capability. The platform evaluates. This principle prevents AINA from becoming a walled garden that requires learners to work only inside AINA's sandbox to progress.
132	
133	---
134	
135	## Part IV — Public benefit declaration
136	
137	Oscalar Solutions Inc. is incorporated as a public benefit corporation. This section formalises what that designation means in the context of AI Native Academy.
138	
139	### 4.1 The public benefit we are pursuing
140	
141	The transition to AI-native work is underway. It is not optional, and it is not uniform. Professionals with resources, time, and technical networks will navigate it. The professional in the middle of the bell curve — without those advantages — faces a real risk of capability displacement that no current institution is structured to address at scale.
142	
143	**AINA's public benefit purpose is to reduce the AI capability gap for working professionals who lack access to structured, credible, and affordable AI fluency training.**
144	
145	This is not a marketing statement. It is the constraint that governs commercial decisions when they conflict with mission decisions.
146	
147	### 4.2 What this means in practice
148	
149	**Pricing.** AINA will not price Track 1 in a way that excludes the professional it was built for. Where pricing decisions conflict with accessibility, the board is required to document the tension explicitly and justify the decision against the public benefit purpose.
150	
151	**Curriculum quality.** The commitment to human-reviewed, tool-neutral, falsifiable curriculum content is not suspended in the interest of faster shipping or lower production cost. A curriculum that fails the learner is a failure of the public benefit mission, not just a product problem.
152	
153	**Data.** Anonymised learner outcome data — at k-anonymity thresholds — will be published as a public data product. This is not a referral mechanic. It is a credibility instrument and a contribution to public understanding of professional AI capability development. Learner data is never sold, licensed for advertising, or used to build targeting profiles for third parties.
154	
155	**Distribution.** AINA will not allow its credentialing system to be captured by commercial partners seeking to use the credential as a vendor certification. A Track 1 or Track 2 certificate means the holder demonstrated AI fluency against a published standard. It does not mean the holder is certified in any particular tool, model, or platform.
156	
157	**Access.** AINA will maintain a publicly accessible sample of its curriculum — at minimum a complete first lesson at each level — at no cost, for the lifetime of the platform. This is the floor, not the ceiling.
158	
159	### 4.3 Accountability mechanisms
160	
161	A public benefit corporation designation is not self-enforcing. The following mechanisms are established to hold AINA accountable to this declaration:
162	
163	**Annual public benefit report.** A brief, published report — honest about progress and honest about where the mission has been compromised by commercial pressure — released annually.
164	
165	**Public curriculum standard.** The 50-capability spine and the rubric standards for evaluation are published and publicly accessible. If the curriculum drifts from those standards, anyone can identify it.
166	
167	**Falsifiability audit.** The marketing and copy layer is reviewed annually against the falsifiability principle. Any claim that cannot be substantiated is removed.
168	
169	**Learner outcome transparency.** AINA publishes aggregate outcome data: completion rates by level, evaluator pass rates by capability, learner-reported confidence change, and — over time — self-reported workflow impact. These are not cherry-picked testimonials. They are structured data with methodology disclosed.
170	
171	---
172	
173	## Part V — What this document locks
174	
175	1. AINA's mission is to give every working professional a structured, honest, and durable path to AI fluency.
176	2. The platform teaches principles, not tools. Tool-neutrality is structural, not cosmetic.
177	3. The 50-capability spine is fixed. The content layer versions quarterly. Runtime curriculum generation violates the spine/content boundary.
178	4. Progress is measured by demonstrated capability, not completion activity.
179	5. The evaluator does not flatter weak work.
180	6. Learner wellbeing takes precedence over engagement metrics.
181	7. All marketing claims must pass the falsifiability test.
182	8. Content is reviewed by a named human before reaching learners.
183	9. Learner data is never sold or used for third-party targeting.
184	10. Oscalar Solutions Inc. is a public benefit corporation. The public benefit purpose — reducing the AI capability gap — is a binding constraint on commercial decisions, not a marketing flourish.
185	
186	---
187	
188	## Closing statement
189	
190	We are building a platform for a transition that is real, accelerating, and unevenly distributed. The professionals we serve did not ask for this transition. They did not design it. They are navigating it with inadequate tools and a lot of noise from people who are selling things.
191	
192	AINA's job is to be the thing they can trust. That requires being specific where we could be vague, honest where we could be flattering, durable where we could chase the moment, and accountable where we could simply assert.
193	
194	This document is the record of that commitment.
195	
196	---
197	
198	*AI Native Academy — Constitution, Draft v1.0 — June 2026*
199	*Ali Mukadam / Oscalar Solutions Inc.*
200	*Released for review. Not yet formally adopted.*
201	
202	*We will release the adopted version of this document publicly, under a Creative Commons CC0 licence, in the spirit of Anthropic's approach to their own constitutional document.*
203	

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Every lesson, module, public claim, feature, and content asset should pass through this filter before shipping.\n\nCore framing:\n\n* AI is not a replacement for intelligence. AI is an am… (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/VISION-24/aina-constitution-durable-ai-fluency-and-amplifying-intelligence","gitBranchName":"ali/vision-24-aina-constitution-durable-ai-fluency-and-amplifying","createdAt":"2026-06-18T15:38:23.082Z","updatedAt":"2026-06-27T13:46:54.155Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-18T15:38:24.263Z","slaMediumRiskAt":"2026-06-14T15:38:24.263Z","slaHighRiskAt":"2026-06-20T15:38:24.263Z","slaBreachesAt":"2026-06-21T15:38:24.263Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AINA Vision Core","teamId":"1e60f1e2-1623-4eca-bba3-784a28105b70"},{"id":"AIOPS-111","title":"Personalization Engine: First-Principles Rebuild (Epic)","description":"## Current operating truth\n\nThis epic is now aligned to the Evidence Atlas implementation that has landed in `/Users/Ali/huggingface-aina`.\n\n* Runtime source of truth: `/Users/Ali/huggingface-aina`.\n* Fresh source-intelligence donor: `/Users/Ali/conductor/repos/aina-jobs-research`.\n* Historical donor/reference only: prior `personalization-engine-aina` work and older AINA personalization artifacts.\n* Do not rebuild existing atlas data surfaces or… (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/AIOPS-111/personalization-engine-first-principles-rebuild-epic","gitBranchName":"ali/aiops-111-personalization-engine-first-principles-rebuild-epic","createdAt":"2026-05-07T22:07:53.962Z","updatedAt":"2026-06-26T19:18:38.512Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":"2026-05-25T18:00:03.026Z","dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"Canceled","statusType":"canceled","labels":["squad:ai","squad:data","area:personalization","area:learning-graph","type:epic","area:cloudflare","area:curriculum","priority:p1","agent-ready"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","assignee":"Ali Mehdi 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Context\n\nAI infra remains the current gravity well, but the coming public-market pressure test for OpenAI and Anthropic creates a bigger strategic content opportunity for AINA.\n\nThe useful framing is not “AI bubble or not.” The better question is: **where does AI value accrue across the stack?** Chips, cloud, frontier labs, workflow apps, education/upskilling, data, distribution, and governance all capture different kinds of margin.\n\n## Why t… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/ACAD-86/create-recurring-aina-explainer-where-does-ai-value-accrue","gitBranchName":"ali/acad-86-create-recurring-aina-explainer-where-does-ai-value-accrue","createdAt":"2026-06-18T15:06:39.471Z","updatedAt":"2026-06-27T13:46:54.146Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-18T15:06:40.872Z","slaMediumRiskAt":"2026-06-18T15:06:40.872Z","slaHighRiskAt":"2026-06-24T15:06:40.872Z","slaBreachesAt":"2026-06-25T15:06:40.872Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AINA Academy","teamId":"9b070037-546f-414e-903b-e06ef1eff421"},{"id":"RADAR-5","title":"Deep Dive: 32 Principles of a Viral Product (Marc Lou)","description":"## 32 Principles of a Viral Product — Deep Dive\n\nA full analytical breakdown of Marc Lou's 32 principles, derived from 35 public startups over 5 years. Covers frameworks, hidden nuggets, case studies, a 10-point landing page audit, and a 30-day execution roadmap.\n\n### Five force-fields identified\n\n* **Clarity** — headlines, numbers over adjectives, one idea per screen\n* **Trust & Proof** — founder face, empathy-first copy, testimonials before tr… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/RADAR-5/deep-dive-32-principles-of-a-viral-product-marc-lou","gitBranchName":"ali/radar-5-deep-dive-32-principles-of-a-viral-product-marc-lou","createdAt":"2026-06-12T15:46:06.054Z","updatedAt":"2026-06-26T19:23:36.223Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-12T15:46:07.073Z","slaMediumRiskAt":"2026-06-12T15:46:07.073Z","slaHighRiskAt":"2026-06-18T15:46:07.073Z","slaBreachesAt":"2026-06-19T15:46:07.073Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Research Radar","teamId":"b615fe17-dd87-4bdb-a88d-283958c669d3"},{"id":"ACAD-75","title":"[Design] First-principles relook: evaluator threshold + rubric + what \"mastery\" means + capstone","description":"**Founder direction (Ali, 2026-06-17).** The evaluator (pass threshold, rubric, dimensions, \"what counts as mastery\") was assembled from \"patches and bits and pieces\" — **nothing canonical**; relook it from first principles now that the system is coming together. Distinct from <issue id=\"1cb9344e-dcc2-483f-977b-7d82a01df06d\" href=\"https://linear.app/ainative-academy/issue/ACAD-71/e2e-gap1critical-adaptation-loop-never-fires-gated-on-pass80-the-r… (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/ACAD-75/design-first-principles-relook-evaluator-threshold-rubric-what-mastery","gitBranchName":"ali/acad-75-design-first-principles-relook-evaluator-threshold-rubric","createdAt":"2026-06-17T21:36:17.096Z","updatedAt":"2026-06-26T19:25:00.417Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-17T21:36:18.004Z","slaMediumRiskAt":"2026-06-13T21:36:18.004Z","slaHighRiskAt":"2026-06-19T21:36:18.004Z","slaBreachesAt":"2026-06-20T21:36:18.004Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","project":"Production Lane B — Academy Product-Quality Loop","projectId":"04c0cda8-1cff-4697-94f0-8924d007401e","team":"AINA Academy","teamId":"9b070037-546f-414e-903b-e06ef1eff421"},{"id":"AIOPS-235","title":"[AIOPS Factory] Harden Donna non-Slack VDS dashboard route","description":"## Goal\n\nGive Ali a reliable non-Slack way to reach Donna/Hermes on the VDS.\n\n## Current verified state\n\n* `hermes-dashboard-aina-chief-of-staff.service` is active on the VDS.\n* Local/Tailscale URL: `http://100.71.86.32:9119`\n* Dashboard requires Basic Auth and `/api/status` reports gateway running + Slack connected.\n* Accountless `trycloudflare.com` quick tunnel returned Cloudflare 404 and is not reliable.\n* Candidate named tunnel ingress for `… (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/AIOPS-235/aiops-factory-harden-donna-non-slack-vds-dashboard-route","gitBranchName":"ali/aiops-235-aiops-factory-harden-donna-non-slack-vds-dashboard-route","createdAt":"2026-06-27T10:16:52.988Z","updatedAt":"2026-06-27T11:24:00.362Z","archivedAt":null,"completedAt":null,"startedAt":"2026-06-27T11:24:00.339Z","canceledAt":null,"dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"In Review","statusType":"started","labels":["parallel:safe","agent-ready","size:S","area:repo-devex","squad:ops"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AgentOps","teamId":"2ab15afe-1be6-4fe3-a0b6-cba8f4bd0fc9"},{"id":"VISION-16","title":"AINA Memory Architecture v1","description":"Purpose: Define where information should live across AINA.\n\nMemory Layers\n\n1. Soul.md = Identity Memory\n\n* Mission\n* Vision\n* Values\n\nQuestion: Who are we?\n\n2. Constitution = Governance Memory\n\n* Principles\n* Rules\n* Decision frameworks\n\nQuestion: How do we decide?\n\n3. Linear = Operational Memory\n\n* Initiatives\n* Projects\n* Issues\n* Decisions\n* Roadmaps\n\nQuestion: What are we doing?\n\nPrimary source of truth for execution.\n\n4. Hermes Memory = Exe… (truncated, use `get_issue` for full description)","priority":{"value":0,"name":"No priority"},"url":"https://linear.app/ainative-academy/issue/VISION-16/aina-memory-architecture-v1","gitBranchName":"ali/vision-16-aina-memory-architecture-v1","createdAt":"2026-06-07T13:51:13.386Z","updatedAt":"2026-06-28T18:58:17.203Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AINA Vision Core","teamId":"1e60f1e2-1623-4eca-bba3-784a28105b70"},{"id":"ACAD-94","title":"Extend curriculum remediation to the ~370 non-curated lessons + leak-fix their importers","description":"**Source:** the <issue id=\"69cb0e9e-94bc-4ef0-8c9d-c13398037138\" href=\"https://linear.app/ainative-academy/issue/ACAD-91/curriculum-content-review-remediation-tier-b-regeneration-tier-c-aim\">ACAD-91</issue> corpus re-review surfaced that the remediation was curated-tier only (146 lessons). Report `AINA-CORPUS-REMEDIATION-REPORT.{md,html}` §05.\n\n**The gap:** ~370 non-curated lessons remain on the OLD flat schema (no failure_example, no cross_refe… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/ACAD-94/extend-curriculum-remediation-to-the-370-non-curated-lessons-leak-fix","gitBranchName":"ali/acad-94-extend-curriculum-remediation-to-the-370-non-curated-lessons","createdAt":"2026-06-18T22:59:32.725Z","updatedAt":"2026-06-26T19:25:20.753Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-18T22:59:33.699Z","slaMediumRiskAt":"2026-06-18T22:59:33.699Z","slaHighRiskAt":"2026-06-24T22:59:33.699Z","slaBreachesAt":"2026-06-25T22:59:33.699Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","project":"Production Lane B — Academy Product-Quality Loop","projectId":"04c0cda8-1cff-4697-94f0-8924d007401e","team":"AINA Academy","teamId":"9b070037-546f-414e-903b-e06ef1eff421"}],"hasNextPage":true,"cursor":"2e799ea6-e71b-41ea-a19b-3d91c0875918"}

{"issues":[{"id":"VID-13","title":"VIDEO-02: Captions, transcript, and publish checklist for lesson explainers","description":"## Outcome\n\nLesson explainers have a repeatable caption/transcript/publish checklist before any public or learner-facing use.\n\n## Done When\n\n* Caption and transcript requirements are written.\n* Provenance and accessibility requirements are explicit.\n* The publish checklist blocks learner-facing wiring until MP4, captions, transcript, and founder approval exist.\n\n## Non-Goals\n\n* Do not publish videos in this issue.\n\n---\n\n<!-- AINA-CONTROL-RECONCI… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/VID-13/video-02-captions-transcript-and-publish-checklist-for-lesson","gitBranchName":"ali/vid-13-video-02-captions-transcript-and-publish-checklist-for","createdAt":"2026-05-23T10:40:11.644Z","updatedAt":"2026-06-26T19:20:08.087Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-05-23T10:40:12.862Z","slaMediumRiskAt":"2026-05-23T10:40:12.862Z","slaHighRiskAt":"2026-05-29T10:40:12.862Z","slaBreachesAt":"2026-05-30T10:40:12.862Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":["wave:2","agent:codex","area:curriculum","priority:p2","area:design","squad:qa","agent-ready","parallel:safe","status:blocked","founder-review"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Media Engine","teamId":"5766ce56-829e-4cb7-a3c2-bde7f77d9ae1"},{"id":"VID-15","title":"VIDEO-01: Produce first approved Track 1 lesson explainer render","description":"## Outcome\n\nOne Track 1 lesson has a reviewed first video render with clear source, voice/tone, and no learner-facing auto-publish.\n\n## Done When\n\n* One reviewed brief is selected.\n* Render artifact, captions draft, and transcript draft are created in the approved media lane.\n* Founder review criteria are stated before publication.\n\n## Non-Goals\n\n* Do not wire `data-video-src` or production lesson playback before approval.\n\n---\n\n<!-- AINA-CONTRO… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/VID-15/video-01-produce-first-approved-track-1-lesson-explainer-render","gitBranchName":"ali/vid-15-video-01-produce-first-approved-track-1-lesson-explainer","createdAt":"2026-05-23T10:40:07.957Z","updatedAt":"2026-06-26T19:20:07.548Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-05-23T10:40:09.656Z","slaMediumRiskAt":"2026-05-23T10:40:09.656Z","slaHighRiskAt":"2026-05-29T10:40:09.656Z","slaBreachesAt":"2026-05-30T10:40:09.656Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":["wave:2","agent:claude-code","area:curriculum","priority:p2","area:design","agent-ready","squad:curriculum","parallel:safe","founder-review"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Media Engine","teamId":"5766ce56-829e-4cb7-a3c2-bde7f77d9ae1"},{"id":"ACAD-83","title":"Add Curriculum Reality Layer + AI Workspace Pattern Library","description":"## Why\n\nAINA’s curriculum spine should stay stable, but the delivery layer must reflect how professionals are actually using AI in 2026: projects, files, context, memories, custom instructions, GPTs/Gems/Projects, Claude Skills, hooks, MCP/connectors, automations, artifacts/canvas, coding agents, coworking agents, and orchestration.\n\nThe goal is not to copy every vendor UI. The goal is to teach the universal work patterns behind those UIs, then … (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/ACAD-83/add-curriculum-reality-layer-ai-workspace-pattern-library","gitBranchName":"ali/acad-83-add-curriculum-reality-layer-ai-workspace-pattern-library","createdAt":"2026-06-18T04:49:23.228Z","updatedAt":"2026-06-26T19:25:07.080Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-18T04:49:24.502Z","slaMediumRiskAt":"2026-06-14T04:49:24.502Z","slaHighRiskAt":"2026-06-20T04:49:24.502Z","slaBreachesAt":"2026-06-21T04:49:24.502Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AINA Academy","teamId":"9b070037-546f-414e-903b-e06ef1eff421"},{"id":"LEARNIN-16","title":"HYPER-UI: Wire lesson-video-renderer output into lesson preview video slot","description":"## Outcome\n\nThe recovered lesson shell can display generated explainer video output from `tools/lesson-video-renderer` in the planned video slot.\n\n## Source paths\n\n* `tools/lesson-video-renderer/`\n* `apps/demo-preview/public/lesson-previews/lessons/structured-intent-spec.html`\n* `apps/demo-preview/public/lesson-previews/assets/lesson-shell.css`\n\n## Scope\n\n* Keep this as internal preview wiring first; no production learner dependency.\n* Define ex… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/LEARNIN-16/hyper-ui-wire-lesson-video-renderer-output-into-lesson-preview-video","gitBranchName":"ali/learnin-16-hyper-ui-wire-lesson-video-renderer-output-into-lesson","createdAt":"2026-05-18T00:55:48.210Z","updatedAt":"2026-06-26T19:19:26.467Z","archivedAt":null,"completedAt":"2026-05-18T22:03:56.585Z","startedAt":"2026-05-18T05:13:17.570Z","canceledAt":null,"dueDate":null,"slaStartedAt":"2026-05-18T00:55:49.074Z","slaMediumRiskAt":"2026-05-18T00:55:49.074Z","slaHighRiskAt":"2026-05-24T00:55:49.074Z","slaBreachesAt":"2026-05-25T00:55:49.074Z","slaType":"all","status":"Done","statusType":"completed","labels":["cloudflare-preview-required","area:curriculum","priority:p2","area:design","agent-ready","squad:curriculum"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","assignee":"Ali Mehdi Mukadam","assigneeId":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Curriculum Learning Loop","teamId":"18d75261-602a-4952-b235-c6658b061b78"},{"id":"VID-21","title":"VDS lane: Media and content generation local-first build","description":"## Goal\n\nBuild the AINA media and content generation lane using VDS local-first execution.\n\nThis lane supports lesson content, explainers, NotebookLM-style audio/podcast outputs, Hyperframes-style videos, prompt banks, social snippets, and agent-assisted content production.\n\n## Scope\n\nPrototype workflows for:\n\n* lesson-to-content generation,\n* lesson-to-audio/podcast overview,\n* lesson-to-video/explainer,\n* prompt/image/video banks,\n* social/med… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/VID-21/vds-lane-media-and-content-generation-local-first-build","gitBranchName":"ali/vid-21-vds-lane-media-and-content-generation-local-first-build","createdAt":"2026-06-11T07:56:17.037Z","updatedAt":"2026-06-26T19:23:21.981Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-11T07:56:17.715Z","slaMediumRiskAt":"2026-06-11T07:56:17.715Z","slaHighRiskAt":"2026-06-17T07:56:17.715Z","slaBreachesAt":"2026-06-18T07:56:17.715Z","slaType":"all","status":"Todo","statusType":"unstarted","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Media Engine","teamId":"5766ce56-829e-4cb7-a3c2-bde7f77d9ae1"},{"id":"ACAD-64","title":"E2E-P0 · Fix the two broken delivery endpoints — curriculum/generate (500) + generate/lesson-variant (422)","description":"**PARTIALLY RESOLVED 2026-06-17 (**`584adc9` **on main; 1054 green) — lead-verified, and verification surfaced a deeper content-model gap.**\n\n**✅ Bug 2 (lesson-variant 422) — GENUINELY FIXED.** Root cause: `GenerateLessonVariantRequestSchema` made `capability` required, but callers send only `{lesson_id}` and the capability is already derived from `moduleRow.capabilityId`/`skill_tags`. Made it `.optional()` → now 200 with role-grounded blocks (s… (truncated, use `get_issue` for full description)","projectMilestone":{"id":"db14459b-baa7-4dc0-b5d1-2cad8afd7e0c","name":"M3 — Engine→capabilities & retrieval"},"priority":{"value":1,"name":"Urgent"},"url":"https://linear.app/ainative-academy/issue/ACAD-64/e2e-p0-fix-the-two-broken-delivery-endpoints-curriculumgenerate-500","gitBranchName":"ali/acad-64-e2e-p0-fix-the-two-broken-delivery-endpoints","createdAt":"2026-06-17T15:33:10.663Z","updatedAt":"2026-06-26T19:24:54.941Z","archivedAt":null,"completedAt":"2026-06-17T20:59:35.065Z","startedAt":"2026-06-17T15:38:02.524Z","canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-17T15:33:12.158Z","slaMediumRiskAt":"2026-06-11T15:33:12.158Z","slaHighRiskAt":"2026-06-17T15:33:12.158Z","slaBreachesAt":"2026-06-18T15:33:12.158Z","slaType":"all","status":"Done","statusType":"completed","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","project":"Production Lane B — Academy Product-Quality Loop","projectId":"04c0cda8-1cff-4697-94f0-8924d007401e","team":"AINA Academy","teamId":"9b070037-546f-414e-903b-e06ef1eff421"},{"id":"VID-11","title":"HYPER-01: Author hyperframe explainer videos for first 10 modules","description":"## Outcome\n\n10 hyperframes (short looping animated walkthroughs) embedded in lesson player. Each maps to one of the first 10 lessons in S5 curriculum.\n\n## What you do (founder)\n\nPick the lesson order + voice/tone direction. Approve each hyperframe before publishing.\n\n## What the agent does\n\n* Author hyperframe specs (one per lesson) in `aina-platform/curriculum/hyperframes/`\n* Author motion sequences using motion tokens from MOTION-01 (<issue id… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/VID-11/hyper-01-author-hyperframe-explainer-videos-for-first-10-modules","gitBranchName":"ali/vid-11-hyper-01-author-hyperframe-explainer-videos-for-first-10","createdAt":"2026-05-07T18:07:10.417Z","updatedAt":"2026-06-26T19:18:32.833Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"Backlog","statusType":"backlog","labels":["review:human","wave:1","parallel:human-gate","priority:p2","area:design","squad:curriculum","agent:human","founder-review"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Media Engine","teamId":"5766ce56-829e-4cb7-a3c2-bde7f77d9ae1"},{"id":"ACAD-86","title":"Create recurring AINA explainer: Where does AI value accrue?","description":"## Context\n\nAI infra remains the current gravity well, but the coming public-market pressure test for OpenAI and Anthropic creates a bigger strategic content opportunity for AINA.\n\nThe useful framing is not “AI bubble or not.” The better question is: **where does AI value accrue across the stack?** Chips, cloud, frontier labs, workflow apps, education/upskilling, data, distribution, and governance all capture different kinds of margin.\n\n## Why t… (truncated, use `get_issue` for full description)","priority":{"value":3,"name":"Medium"},"url":"https://linear.app/ainative-academy/issue/ACAD-86/create-recurring-aina-explainer-where-does-ai-value-accrue","gitBranchName":"ali/acad-86-create-recurring-aina-explainer-where-does-ai-value-accrue","createdAt":"2026-06-18T15:06:39.471Z","updatedAt":"2026-06-27T13:46:54.146Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":"2026-06-18T15:06:40.872Z","slaMediumRiskAt":"2026-06-18T15:06:40.872Z","slaHighRiskAt":"2026-06-24T15:06:40.872Z","slaBreachesAt":"2026-06-25T15:06:40.872Z","slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AINA Academy","teamId":"9b070037-546f-414e-903b-e06ef1eff421"},{"id":"AIOPS-124","title":"[8/17] Migrate Module Content (90 hand-authored lessons) + plan industry variants","description":"## Outcome\n\nAll 90 hand-authored module content files migrated to D1 (metadata) + R2 (full lesson content). Plus a documented plan for industry variant generation (90 → up to 4,500 if expanded to all 50 caps × 30 ideas × 3 phases).\n\n## Source of truth (use as-is)\n\n`personalization-engine-aina/ontology/curated/module_content/` — 90 JSON files. Naming convention: `{capability-slug}__{phase}.json`. Three phases per capability: `foundation`, `applie… (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/AIOPS-124/817-migrate-module-content-90-hand-authored-lessons-plan-industry","gitBranchName":"ali/aiops-124-817-migrate-module-content-90-hand-authored-lessons-plan","createdAt":"2026-05-07T22:12:14.596Z","updatedAt":"2026-06-26T19:18:43.302Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":"2026-05-25T18:00:04.187Z","dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"Canceled","statusType":"canceled","labels":["squad:data","area:personalization","area:cloudflare","agent:claude-code","area:curriculum","priority:p1","agent-ready","squad:curriculum"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","parentId":"AIOPS-111","team":"AgentOps","teamId":"2ab15afe-1be6-4fe3-a0b6-cba8f4bd0fc9"},{"id":"LEARNIN-26","title":"Add quiz leads admin view and reviewable CSV export","description":"## Context\n\nGitHub #18 / <issue id=\"0dab174d-ff73-4559-9e48-a8f6ef2cbbea\" href=\"https://linear.app/ainative-academy/issue/AIN-114/which-ai-learner-are-you-quiz-prototype\">AIN-114</issue> shipped the public \"Which AI Learner Are You?\" quiz surface and `/api/quiz/submit` D1 capture path. Live smoke on May 14, 2026 confirmed:\n\n* `/quiz/` returns 200 and renders the quiz title.\n* `/api/quiz/submit` returns 200 for a test lead.\n* `quiz_leads` contain… (truncated, use `get_issue` for full description)","priority":{"value":4,"name":"Low"},"url":"https://linear.app/ainative-academy/issue/LEARNIN-26/add-quiz-leads-admin-view-and-reviewable-csv-export","gitBranchName":"ali/learnin-26-add-quiz-leads-admin-view-and-reviewable-csv-export","createdAt":"2026-05-14T23:13:07.188Z","updatedAt":"2026-06-26T19:19:15.588Z","archivedAt":null,"completedAt":"2026-05-14T23:34:22.471Z","startedAt":"2026-05-14T23:27:05.456Z","canceledAt":null,"dueDate":null,"slaStartedAt":"2026-05-14T23:13:08.423Z","slaMediumRiskAt":"2026-05-21T23:13:08.423Z","slaHighRiskAt":"2026-05-27T23:13:08.423Z","slaBreachesAt":"2026-05-28T23:13:08.423Z","slaType":"all","status":"Done","statusType":"completed","labels":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","assignee":"Ali Mehdi Mukadam","assigneeId":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"Curriculum Learning Loop","teamId":"18d75261-602a-4952-b235-c6658b061b78"},{"id":"VID-14","title":"VIDEO-00: Review Track 1 explainer briefs before rendering","description":"## Outcome\n\nTrack 1 explainer briefs are reviewed as source inputs before any render or learner-facing wiring.\n\n## Current repo evidence\n\nThe dirty main checkout has local Track 1 brief-generation work under `scripts/media/`, `tools/lesson-video-renderer/briefs/track1/`, and `docs/founder/updates/2026-05-23-track1-explainer-briefs.csv`. 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Document skills, permissions, memory, delegation rules, project routing, reporting and governance.\n\nScope:\n\n* Chief of Staff role\n* Personal operating system\n* Project routing\n* Runfusion integration\n* Codex integration\n* Claude Code integration\n* Memory strategy\n* Daily and weekly briefings\n* ADHD-friendly execution workflows\n\n---\n\n<!-- AINA-CONTROL-RECONCILIATION:START -->\n\n## AINA Con… (truncated, use `get_issue` for full description)","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/AIOPS-37/hermes-chief-of-staff-architecture-and-skills-library","gitBranchName":"ali/aiops-37-hermes-chief-of-staff-architecture-and-skills-library","createdAt":"2026-06-06T22:09:04.143Z","updatedAt":"2026-06-27T04:23:12.227Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":"2026-06-14T05:37:41.906Z","dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"Canceled","statusType":"canceled","labels":["Superseded Retired"],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","project":"RunFusion","projectId":"5dd898f8-4175-477f-aea7-dd964e2b24a9","team":"AgentOps","teamId":"2ab15afe-1be6-4fe3-a0b6-cba8f4bd0fc9"}],"hasNextPage":true,"cursor":"00fcac40-89c9-4373-8e78-befbe9e8326c"}

ANCHORS_APPENDED
- Explainer content: ACAD-86 (where AI value accrues), RADAR-5 (32 viral-product

The file /Users/Ali/.claude/projects/-Users-Ali-PKM/memory/project_aina_factory_build_2026_06_29.md has been updated successfully. (file state is current in your context — no need to Read it back)

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{"result":[{"id":"research:anthropic-ai-fluency-feature","source":"Research","source_type":"research","title":"Anthropic AI Fluency Feature","date":"2026-06-15","topic":"Research & Learning","subtopic":"App Support Research","summary":"Feature analysis and AINA opportunity notes.","action":"","url":"/research/anthropic-ai-fluency-feature.html","visibility":"private","tags":["research","app-support"],"entities":{},"message_count":0,"project":"","model":"","content_type":"research","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{}},{"id":"wiki:topics/anthropic-ai-fluency-feature.html","source":"Wiki","source_type":"wiki","title":"Anthropic AI Fluency Feature — Disk-Evidence Analysis","date":"2026-05-13","topic":"Wiki Topics","subtopic":"topics","summary":"Anthropic AI Fluency Feature — Disk-Evidence Analysis Related (6) app-support-disk-evidence app-support-claude app-support-marketing-privacy-insights aina-platform-plan aina-competitive-landscape aina-curriculum-and-lesson-generation Anthropic AI Fluency Feature — Disk-Evidence Analysis What happened In early May 2026, a new \"AI Fluency\" tab appeared in Claude desktop's Settings sidebar (between Claude in Chrome (Be...","action":"","url":"/wiki/topics/anthropic-ai-fluency-feature.html","visibility":"private","tags":["Wiki Topics"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"canonical","authority":"canonical","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-05-13","source_mtime":"2026-06-29","date_basis":"frontmatter","created_at":"2026-05-13","updated_at":"2026-05-13"}},{"id":"wiki:projects/aina-platform-plan.html","source":"Wiki","source_type":"wiki","title":"aina-platform-plan — AINA Plan & Roadmap","date":"2026-05-13","topic":"Projects","subtopic":"projects","summary":"aina-platform-plan — AINA Plan & Roadmap Related (9) anthropic-ai-fluency-feature app-support-marketing-privacy-insights aina-cc aina-cloudflare-architecture aina-competitive-landscape aina-marketing-and-seo aina-curriculum-and-lesson-generation aina-multi-agent-architecture aina-roadmap-and-next-steps AINA — Plan & Roadmap Strategy: complement Anthropic's AI Fluency framework with a model-agnostic coaching + educat...","action":"","url":"/wiki/projects/aina-platform-plan.html","visibility":"private","tags":["Projects"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"canonical","authority":"canonical","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-05-13","source_mtime":"2026-06-29","date_basis":"frontmatter","created_at":"2026-05-13","updated_at":"2026-05-13"}},{"id":"wiki:sessions/2026-06-21-019eea5a-acad-worktrees-acad-110-m6-mcp.html","source":"Wiki","source_type":"wiki","title":"ACAD-110 Free MCP Distribution Server","date":"2026-06-21","topic":"Sessions","subtopic":"sessions","summary":"ACAD-110 Free MCP Distribution Server ACAD-110 Free MCP Distribution Server One-line summary Built an unpublished, flag-off free-tier MCP distribution server inside the Academy workers/api worker for ainative-academy / aina , with JSON-RPC tools, anonymous-safe provisional state, tests, and a handoff report. What was decided Reuse Academy's existing M1 runtime contract and actual worker/auth/payment/capability symbo...","action":"","url":"/wiki/sessions/2026-06-21-019eea5a-acad-worktrees-acad-110-m6-mcp.html","visibility":"private","tags":["Sessions"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-06-21","source_mtime":"2026-06-29","date_basis":"path_date","created_at":"","updated_at":""}},{"id":"transcript:claude-code:agent-a95b178ff2999da3f","source":"Claude Code","source_type":"transcript","title":"STRICT READ-ONLY. Mine /Users/Ali/plugins/aina-agentops (its skills, especially…","date":"2026-06-16","topic":"AI & Technology","subtopic":"Users/Ali","summary":"STRICT READ-ONLY. Mine /Users/Ali/plugins/aina-agentops (its skills, especially idea-to-prd, prd-to-issues, agent-goal-charter, implementation-pr-flow, ci-evals-release-gate, repo-truth-evidence-table) for REUSABLE PATTERNS to structure th…","action":"","url":"/transcripts/html/claude-code/wf_38da21a7-e2a/agent-a95b178ff2999da3f/index.html","visibility":"private","tags":["Claude Code","Users/Ali","claude-sonnet-4-6"],"entities":{},"message_count":16,"project":"Users/Ali","model":"claude-sonnet-4-6","content_type":"transcript","status":"raw","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"cwd":"/Users/Ali","project_method":"path-fallback","duration_seconds":62,"tokens_total":611722,"tool_calls":12}},{"id":"research:aina-platform-plan","source":"Research","source_type":"research","title":"AINA Plan and Roadmap","date":"2026-06-15","topic":"Research & Learning","subtopic":"App Support Research","summary":"MCP-first distribution, curriculum shape, and build roadmap.","action":"","url":"/research/aina-platform-plan.html","visibility":"private","tags":["research","app-support"],"entities":{},"message_count":0,"project":"","model":"","content_type":"research","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{}},{"id":"learning:compound-engineering-plugin:docs/solutions/plugin-versioning-requirements.md","source":"Learnings","source_type":"learning","title":"Plugin Versioning and Documentation Requirements","date":"2026-03-17","topic":"workflow","subtopic":"","summary":"# Plugin Versioning and Documentation Requirements ## Problem When making changes to the compound-engineering plugin, documentation can get out of sync with the actual components (agents, commands, skills). This leads to confusion about what's included in each version and makes it difficult to track changes over time. This document applies to release-owned plugin metadata and changelog surfaces for the `compound-eng...","action":"","url":"/learnings/compound-engineering-plugin-plugin-versioning-requirements-md.html","visibility":"standard","tags":["changelog","documentation","plugin","readme","versioning"],"entities":{},"message_count":0,"project":"","model":"","content_type":"learning","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"problem_type":"","category":"workflow","module":"","canonical":null,"status":"active","origin":"ce-plugin","path":"/Users/Ali/.claude/plugins/marketplaces/compound-engineering-plugin/docs/solutions/plugin-versioning-requirements.md","repo_root":"/Users/Ali/.claude/plugins/marketplaces/compound-engineering-plugin","content_hash":"879f9e2d6a5a3089fc6341effb4c46b8f270eb1b6687cdf65d678789c491a88b"}},{"id":"research:claude-codex-parity-audit","source":"Research","source_type":"research","title":"Claude ↔ Codex Parity Audit & Fix Plan","date":"2026-06-15","topic":"Research & Learning","subtopic":"App Support Research","summary":"Audit of Claude/Codex config parity across settings, hooks, skills, plugins, repo instruction files, and cross-CLI invocation, with a plan to close the gaps.","action":"","url":"/research/claude-codex-parity-audit.html","visibility":"private","tags":["research","app-support"],"entities":{},"message_count":0,"project":"","model":"","content_type":"research","status":"reviewed","authority":"high","body_access":"summary","content_access":"summary_only","extra":{}}]}

File created successfully at: /Users/Ali/PKM/scratch/pkm-deepdive/lane-growth-distribution.md (file state is current in your context — no need to Read it back)

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HEAD is now at c0b77c3 Anchor AINA canon routing gaps
growth-distribution LAUNCHED pid=2029869 wt=/home/ali/agent-workspaces/aina-academy-growth-dist-20260629
== total codex exec procs ==
6

The file /Users/Ali/.claude/projects/-Users-Ali-PKM/memory/project_aina_factory_build_2026_06_29.md has been updated successfully. (file state is current in your context — no need to Read it back)

== codex procs ==
0
== lane logs (size + last activity) ==
-rw-rw-r-- 1 ali ali 8029525 13:53 /srv/aina/ops/codex-content-mining.log
-rw-rw-r-- 1 ali ali     617 13:53 /srv/aina/ops/codex-growth-distribution.log
-rw-rw-r-- 1 ali ali 7986824 13:47 /srv/aina/ops/codex-practice-arena-v2.log
-rw-rw-r-- 1 ali ali 6647801 13:42 /srv/aina/ops/codex-roadmap-mc2.log
-rw-rw-r-- 1 ali ali  513122 13:37 /srv/aina/ops/codex-landing-fixes.log
== reports present ==
-rw-rw-r-- 1 ali ali 6330 13:46 /srv/aina/ops/practice-arena-v2-report.md
-rw-rw-r-- 1 ali ali 3615 13:40 /srv/aina/ops/roadmap-mc-report.md
-rw-rw-r-- 1 ali ali 3126 13:36 /srv/aina/ops/landing-fixes-report.md
== lane branch commits (did they commit?) ==
--- landing-ab-fixes ---
28f04ce fix marketing landing variants and mobile CTA
06a8117 docs: add persona landing ab proof
db141cf docs: refresh persona landing screenshots
--- practice-arena-v2 ---
e6fae07 feat(practice): add v2 mode and skin controls to arena shell
dcfd63e feat(practice): add v2 mode abstraction, failure catalog, and gated simulation paths
c0b77c3 Anchor AINA canon routing gaps
--- content-mining ---
c0b77c3 Anchor AINA canon routing gaps
dc79869 docs: record recovered Vertex staging proof
955517b ship flags-on staging proof
--- growth-distribution-strategy ---
c0b77c3 Anchor AINA canon routing gaps
dc79869 docs: record recovered Vertex staging proof
955517b ship flags-on staging proof
--- roadmap-mc ---
18b45cc Add internal Academy UI demo bridge
4402455 docs: add agent tool stack registry (#599)
26ee04d docs: reconcile ACAD-120 control plane
== last lines of each log ==
### landing-fixes
{"type":"item.completed","item":{"id":"item_142","type":"command_execution","command":"/bin/bash -lc 'git -C /home/ali/agent-workspaces/aina-academy-landing-fixes-20260629 rev-parse --short HEAD'","aggregated_output":"28f04ce\n","exit_code":0,"status":"completed"}}
{"type":"item.completed","item":{"id":"item_143","type":"agent_message","text":"Implemented and landed to branch with commit + push + PR.\n\n**Done**\n- Updated landing variants and CTA wiring in [marketingVariants.ts](/home/ali/agent-workspaces/aina-academy-landing-fixes-20260629/apps/web/src/components/marketingVariants.ts)\n  - Added `secondaryCtaHref` and `offerPriceLine` per variant.\n  - Removed the unresolved price token behavior by using variant-driven `offerPriceLine`.\n  - Addressed required copy fixes for founder-exec, senior-pro, ops-manager, career-switcher, team-lead, technical-builder.\n- Updated hero/offer rendering and mobile behavior in [MarketingLanding.tsx](/home/ali/agent-workspaces/aina-academy-landing-fixes-20260629/apps/web/src/components/MarketingLanding.tsx)\n  - Wired secondary CTA to variant-specific href (senior-pro -> `/playground`).\n  - Added mobile sticky CTA bar for above-the-fold access on phones.\n  - Added L1–L5 one-line benefit glosses.\n  - Switched offer price copy to variant field.\n- Updated styling in [marketing.css](/home/ali/agent-workspaces/aina-academy-landing-fixes-20260629/apps/web/src/styles/marketing.css)\n  - Increased small-caps/readability sizes to ≥12px.\n  - Increased small CTA tap target height.\n  - Added contrast fix for hero accent (`--aina-gold-bronze`) and ops-manager dark-contrast override to cream.\n  - Added fixed mobile CTA bar styles + spacing.\n\n**Validation**\n- `pnpm claims:scan` → `Front-facing claim scan passed.`\n- `pnpm build` → passed (apps/admin and apps/web).\n- `pnpm test` → passed, **82 test files / 1452 tests**, 0 failures.\n- Reviewed PR comments/review comments endpoints: **none yet**.\n\n**Report written**\n- [/srv/aina/ops/landing-fixes-report.md](/srv/aina/ops/landing-fixes-report.md)\n  - Includes per-variant changes, verification results, HOLD flags, control/challenger assignment, and paths.\n\n**PR**\n- Opened: [https://github.com/ainative-academy/aina-academy/pull/106](https://github.com/ainative-academy/aina-academy/pull/106)\n- Body includes:\n  - founder-exec = A/B control\n  - senior-pro = challenger\n  - team-lead + technical-builder flagged HOLD\n  - claims/build/test results\n\n**Commits**\n- `28f04ce` (`fix marketing landing variants and mobile CTA`)\n- Branch `ali/landing-ab-fixes-2026-06-29` pushed and set upstream.\n\nNot landed yet — PR #106 is open and merge is pending review/CI before final handoff."}}
{"type":"turn.completed","usage":{"input_tokens":7531226,"cached_input_tokens":7293440,"output_tokens":41974,"reasoning_output_tokens":22914}}
### practice-arena-v2
{"type":"item.completed","item":{"id":"item_569","type":"command_execution","command":"/bin/bash -lc 'gh pr view 107 --json number,state,url,baseRefName,headRefName,title'","aggregated_output":"{\"baseRefName\":\"main\",\"headRefName\":\"ali/practice-arena-v2-2026-06-29\",\"number\":107,\"state\":\"OPEN\",\"title\":\"feat(practice): v2 mode engine for Practice Arena\",\"url\":\"https://github.com/ainative-academy/aina-academy/pull/107\"}\n","exit_code":0,"status":"completed"}}
{"type":"item.completed","item":{"id":"item_570","type":"agent_message","text":"Implemented on branch `ali/practice-arena-v2-2026-06-29` and pushed.\n\n### Phase 1 completion (MUST-HAVE) shipped\n- Added mode abstraction (`live_llm`, `pure_simulation`, `client_side_llm`) through API and runtime:\n  - [workers/api/src/modules/practice/modes.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/workers/api/src/modules/practice/modes.ts)\n  - [workers/api/src/modules/practice/arena.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/workers/api/src/modules/practice/arena.ts)\n  - [workers/api/src/modules/practice/routes.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/workers/api/src/modules/practice/routes.ts)\n- Added `PRACTICE_ARENA_V2_ENABLED` flag plumbing and release-control exposure:\n  - [workers/api/src/env.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/workers/api/src/env.ts)\n  - [workers/api/src/release-control.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/workers/api/src/release-control.ts)\n  - [wrangler.toml](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/wrangler.toml)\n- Added tests for mode normalization, release flag state, config parity, simulation-only behavior:\n  - [tests/modules/practice-modes.test.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/tests/modules/practice-modes.test.ts)\n  - [tests/modules/release-control.test.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/tests/modules/release-control.test.ts)\n  - [tests/modules/cloudflare-local-parity.test.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/tests/modules/cloudflare-local-parity.test.ts)\n  - [tests/worker-integration/practice-arena.test.ts](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/tests/worker-integration/practice-arena.test.ts)\n\n### Phase 2/3 scaffold + one vertical slice\n- Scoped UI shell additions with mode + skin selectors and simulation telemetry:\n  - [apps/web/src/components/PracticeArena.tsx](/home/ali/agent-workspaces/aina-academy-arena-v2-20260629/apps/web/src/components/PracticeArena.tsx)\n- Full vertical slice in pure-sim remains backend-driven via simulation API (`/api/practice/simulations/full-run`) and covered by integration test path.\n\n### Verification\n- `pnpm vitest run tests/modules/practice-modes.test.ts tests/modules/release-control.test.ts tests/modules/cloudflare-local-parity.test.ts tests/worker-integration/practice-arena.test.ts`\n  - 4 files, 14 tests passed\n- `pnpm --filter @aina-academy/api typecheck`\n  - pass\n- `pnpm --filter @aina-academy/web typecheck`\n  - pass (1 existing hint in `PlaygroundWorkspace.tsx` unrelated)\n\n### Deliverables (report + HTML companion)\n- [Practice Arena v2 Report (md)](/srv/aina/ops/practice-arena-v2-report.md)\n- [Practice Arena v2 Report (html)](/srv/aina/ops/practice-arena-v2-report.html)\n- Report includes mode architecture, 10-item typed failure catalog, client-side LLM feasibility finding, shipped vs scaffold split, test proof, and flag name.\n\n### Commits + PR\n- `dcfd63e` feat(practice): add v2 mode abstraction, failure catalog, and gated simulation paths\n- `e6fae07` feat(practice): add v2 mode and skin controls to arena shell\n- PR open: [https://github.com/ainative-academy/aina-academy/pull/107](https://github.com/ainative-academy/aina-academy/pull/107)\n\n❌ **Not landed yet** — branch is pushed and PR is open, but not yet merged."}}
{"type":"turn.completed","usage":{"input_tokens":30529896,"cached_input_tokens":29523840,"output_tokens":156795,"reasoning_output_tokens":86500}}
### roadmap-mc2
{"type":"item.completed","item":{"id":"item_415","type":"command_execution","command":"/bin/bash -lc \"gh api -X GET repos/ainative-academy/aina-platform/pulls/542 --jq '.state,.html_url' && gh api -X GET repos/ainative-academy/aina-platform/pulls/584 --jq '.state,.html_url' && gh api -X GET repos/ainative-academy/aina-platform/pulls/598 --jq '.state,.html_url' && gh api -X GET repos/ainative-academy/aina-academy/pulls/106 --jq '.state,.html_url'\"","aggregated_output":"open\nhttps://github.com/ainative-academy/aina-platform/pull/542\nopen\nhttps://github.com/ainative-academy/aina-platform/pull/584\nopen\nhttps://github.com/ainative-academy/aina-platform/pull/598\nopen\nhttps://github.com/ainative-academy/aina-academy/pull/106\n","exit_code":0,"status":"completed"}}
{"type":"item.completed","item":{"id":"item_416","type":"agent_message","text":"Implemented on `ali/roadmap-mission-control-2026-06-29` in **`/home/ali/aina-mission-control`** and kept the work in the existing MC repo (no restart).\n\n- Added data-driven `/roadmap` page in Mission Control: `[Roadmap component](/home/ali/aina-mission-control/src/pages/Roadmap.tsx)`, `[route/navigation](/home/ali/aina-mission-control/src/app.tsx)` + `[src/nav.ts](/home/ali/aina-mission-control/src/nav.ts)`, driven by `[src/data/roadmap.json](/home/ali/aina-mission-control/src/data/roadmap.json)`.  \n- Added one-command update flow via `[scripts/roadmap-update.js](/home/ali/aina-mission-control/scripts/roadmap-update.js)` (`npm run roadmap:update`) and documented it in `README` + `.env` notes.\n- Added roadmap tracking endpoints and analytics wiring: `[functions/api/roadmap-track.js](/home/ali/aina-mission-control/functions/api/roadmap-track.js)` and `[functions/api/roadmap-analytics.js](/home/ali/aina-mission-control/functions/api/roadmap-analytics.js)`, with API types in `[src/lib/types.ts](/home/ali/aina-mission-control/src/lib/types.ts)`.\n- Added tests for both endpoints and nav coverage: `[test/roadmap-api.test.ts](/home/ali/aina-mission-control/test/roadmap-api.test.ts)` and `[test/nav.test.ts](/home/ali/aina-mission-control/test/nav.test.ts)`.\n- Report deliverable written to `/srv/aina/ops`:  \n  - Markdown: `[roadmap-mc-report.md](/srv/aina/ops/roadmap-mc-report.md)`  \n  - Companion HTML (required by your deliverable protocol): `[roadmap-mc-report.html](/srv/aina/ops/roadmap-mc-report.html)`.\n\nValidation done:\n- `npm test` passed (`12 files, 64 tests`).\n- `npm run build` passed.\n- Deploy auth boundary confirmed for `/roadmap`: `curl -I https://mission.ainative.academy/roadmap` returns `401` with `WWW-Authenticate` (basic auth required).\n- PR is open and clean (no review comments):\n  - `https://github.com/ainative-academy/aina-mission-control/pull/11`  \n  - Branch: `ali/roadmap-mission-control-2026-06-29`  \n  - Target: `main`  \n  - Deploy target: `mission.ainative.academy`\n- Keeper assigned in report: **Atlas (Jared)**; no cards currently marked shipped; all statuses are open-lane truth-first statuses only.\n\n✅ The seeded list in the report reconciles against open PRs and FACTORY-lane evidence and avoids any false “Shipped” claims.\n\n❌ **Not landed yet** — the branch is committed and pushed, with PR #11 still open (waiting on merge)."}}
{"type":"turn.completed","usage":{"input_tokens":20299008,"cached_input_tokens":19638528,"output_tokens":107198,"reasoning_output_tokens":66140}}
### content-mining
{"type":"error","message":"Reconnecting... 2/2 (stream disconnected before completion: Incomplete response returned, reason: max_output_tokens)"}
{"type":"error","message":"Error running remote compact task: stream disconnected before completion: Incomplete response returned, reason: max_output_tokens"}
{"type":"turn.failed","error":{"message":"Error running remote compact task: stream disconnected before completion: Incomplete response returned, reason: max_output_tokens"}}
### growth-distribution
{"type":"item.completed","item":{"id":"item_0","type":"error","message":"Exceeded skills context budget of 2%. All skill descriptions were removed and 314 additional skills were not included in the model-visible skills list."}}
{"type":"error","message":"You've hit your usage limit for GPT-5.3-Codex-Spark. Switch to another model now, or try again at 2:33 PM."}
{"type":"turn.failed","error":{"message":"You've hit your usage limit for GPT-5.3-Codex-Spark. Switch to another model now, or try again at 2:33 PM."}}

============ ainative-academy/aina-academy #106 ============
{"mergeStateStatus":"CLEAN","mergeable":"MERGEABLE","reviewDecision":"","title":"fix landing variants: CTA routing, claims-safe copy, mobile above-the-fold CTA"}
--- CI checks ---
local launch-path checks	pass	2m5s	https://github.com/ainative-academy/aina-academy/actions/runs/28390993179/job/84117760156	
--- review threads (unresolved) ---
chatgpt-codex-connector: 
### 💡 Codex Review

Here are some automated review suggestions for this pull request.

**Reviewed commit:** `28f04ce90c`
    

<details> <summary>ℹ️ About Codex in GitHub</summary>
<br/>

============ ainative-academy/aina-academy #107 ============
{"mergeStateStatus":"CLEAN","mergeable":"MERGEABLE","reviewDecision":"","title":"feat(practice): v2 mode engine for Practice Arena"}
--- CI checks ---
local launch-path checks	pass	2m9s	https://github.com/ainative-academy/aina-academy/actions/runs/28391651009/job/84119981898	
--- review threads (unresolved) ---
chatgpt-codex-connector: 
### 💡 Codex Review

Here are some automated review suggestions for this pull request.

**Reviewed commit:** `e6fae072ee`
    

<details> <summary>ℹ️ About Codex in GitHub</summary>
<br/>

============ ainative-academy/aina-mission-control #11 ============
{"mergeStateStatus":"CLEAN","mergeable":"MERGEABLE","reviewDecision":"","title":"feat: add mission control roadmap page + posthog tracking"}
--- CI checks ---
--- review threads (unresolved) ---
chatgpt-codex-connector: 
### 💡 Codex Review

Here are some automated review suggestions for this pull request.

**Reviewed commit:** `1b2b96e42d`
    

<details> <summary>ℹ️ About Codex in GitHub</summary>
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===== ainative-academy/aina-academy #106 inline suggestions =====
[apps/web/src/components/MarketingLanding.tsx:231] **<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Don't count secondary clicks as signup intent**

For secondary CTAs that only jump to `#practice` (and the senior-pro `/playground` route), this handler still goes through `onCtaClick`, which emits both `marketin
[apps/web/src/styles/marketing.css:198] **<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Keep ops accent readable on light background**

When the selected variant is `ops-manager`, this overrides the highlighted headline and section span text to `var(--aina-cream)`, the same off-white family used for

===== ainative-academy/aina-academy #107 inline suggestions =====
[workers/api/src/modules/practice/routes.ts:79] **<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Persist the arena mode before scoring attempts**

When a run is started as `pure_simulation` or `client_side_llm`, any attempt request that does not echo the mode (for example a direct API client, retry, or page 

===== ainative-academy/aina-mission-control #11 inline suggestions =====
[src/pages/Roadmap.tsx:152] **<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Handle unavailable analytics before showing zero metrics**

When `/api/roadmap-analytics` returns a successful not-wired response (`available: false`) for common deployments with no `POSTHOG_API_KEY` or only a `p
[functions/api/roadmap-track.js:28] **<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Generate a per-visitor distinct_id**

For events sent by the new Roadmap UI, `safeTrack` never supplies `anonymousId`, so every page view and card open falls back to the same `mission-control-roadmap` distinct id

{"result":[{"id":"daily-brief:a4b9b4d8-8c1a-448a-aff1-7603a085227c","source":"Daily Briefs","source_type":"brief","title":"🧠 Top 3 Insights of the Day","date":"2025-12-22","topic":"Daily Briefs","subtopic":"Market Intelligence","summary":"• **🧠 Top 3 Insights of the Day** - AI creative tools are accelerating, with platforms like Meta, Amazon, and startups enabling full ad production from prompts, challenging traditional agency models. - TikTok Shop ramps up U.S. seller incentives post-uncertainty resolution, signaling aggressive e-commerce push into 2026. - Publishers push for standardized AI content licensing amid rising referral traffic shifts from...","action":"","url":"","visibility":"standard","tags":["Market Intelligence","Grok"],"entities":{},"message_count":0,"project":"","model":"","content_type":"brief","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"time":"17:09","conversation_id":"0f0ef4cb-05f0-460a-a5c3-9e21ff76e935","conversation_title":"Market & Positioning Intelligence V2","truncated":true}},{"id":"daily-brief:efd89d64-e07c-4a5e-81bf-1b70b7fbc8fa","source":"Daily Briefs","source_type":"brief","title":"Runtime: Ran for 51.87 s","date":"2026-04-02","topic":"Daily Briefs","subtopic":"Market Intelligence","summary":"- **Runtime:** Ran for 51.87 s 1) 😤 Top Client Frustrations Reddit (entrepreneur/smallbusiness) and LinkedIn are now dominated by founders whose agencies controlled every loyalty program setup in Smile.io, LoyaltyLion, or Yotpo — points systems, referral campaigns, reward rules, tier logic, and redemption flows. On exit the client gets only CSV exports of balances and rules — no live program, no active referrals, no...","action":"","url":"","visibility":"standard","tags":["Market Intelligence","Grok"],"entities":{},"message_count":0,"project":"","model":"","content_type":"brief","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"time":"16:26","conversation_id":"7ae93ec1-4c5b-4519-97bb-17b75e0599f9","conversation_title":"Market & Positioning Intelligence V2","truncated":false}},{"id":"claude-export:cf787b4f-77d8-4f75-bb28-40bf311dbd29","source":"Claude Export","source_type":"claude_chat","title":"Building referral mechanics into onboarding","date":"2026-05-12","topic":"AI & Technology","subtopic":"Web & Product Dev","summary":"**Conversation Overview** The person is building AINative Academy (AINA), an AI capability training and credentialing platform targeting mid-career professionals. The conversation focused on designing the onboarding funnel and referral architecture for the product. The person came in with an initial concept — assessment → free practice sessions → paid upgrade — and a rough referral idea involving friend-quota unlock...","action":"The session concluded with Claude producing three sequential markdown documents: a strategic decision memo (ADR-ready), an implementation hooks document (D1 schema, event model, anonymization discipline, aggregation pipeline), and a public...","url":"https://claude.ai/chat/cf787b4f-77d8-4f75-bb28-40bf311dbd29","visibility":"private","tags":[],"entities":{},"message_count":10,"project":"","model":"","content_type":"conversation","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"import_status":"new","artifact_type":"chat","source_depth":"summary_only","needs_review":true,"filename":"","extension":"","origin":"","origin_title":"","bytes":0,"body_policy":"","run_id":"20260514-073020-claude-export"}},{"id":"wiki:topics/viral-hacks-playbook.html","source":"Wiki","source_type":"wiki","title":"Viral Hacks Playbook","date":"2026-05-17","topic":"Wiki Topics","subtopic":"topics","summary":"Viral Hacks Playbook Related (6) social-creatives-playbook ad-creatives-playbook ugc-playbook aina-referral-mechanic-spec-2026-05-16 aina-plg-activation-playbook-2026-05-16 personal-branding-playbook-2026-05-16 Viral Hacks Playbook Distilled from Virality/ , Growth Hacking/ , Greg Isenberg/ , Storytelling/ , Influence & Persuasion/ , plus cross-corpus mentions of viral mechanics. The honest position: most \"viral hac...","action":"","url":"/wiki/topics/viral-hacks-playbook.html","visibility":"private","tags":["Wiki Topics"],"entities":{},"message_count":0,"project":"","model":"","content_type":"wiki","status":"canonical","authority":"canonical","body_access":"summary","content_access":"summary_only","extra":{"content_date":"2026-05-17","source_mtime":"2026-06-29","date_basis":"frontmatter","created_at":"2026-05-17","updated_at":"2026-05-17"}},{"id":"5aaf5194-6bf9-46b4-b24a-5948f2beac6f","source":"Claude","source_type":"knowledge","title":"CRM data analysis from multiple business perspectives","date":"2025-11-12","topic":"Business & Revenue","subtopic":"Business Strategy","summary":"**Conversation Overview** Ali, a digital marketer working with roofing clients, requested a comprehensive CRM data analysis for Arrowhead Roofing from multiple business perspectives.","action":"The analysis included immediate recommendations such as lead redistribution, referral program implementation, and investigation into the November lead generatio","url":"https://claude.ai/chat/5aaf5194-6bf9-46b4-b24a-5948f2beac6f","visibility":"standard","tags":["Arrowhead Roofing","Business","analysis","learning"],"entities":{"people":["Todd","Garrett","Adam"],"frameworks":["conversion funnel analysis","sales pipeline by milestone","lead source analysis","sales rep performance tracking","referral program"],"projects":["Arrowhead Roofing"]},"message_count":2,"project":"","model":"","content_type":"conversation","status":"raw","authority":"medium","body_access":"summary","content_access":"summary_only","extra":{"artifact_type":"report","source_depth":"summary_only","needs_review":true}},{"id":"claude-artifact:d4c62f3a7025725e:395","source":"Claude Artifacts","source_type":"generated_artifact","title":"Llm Mechanics And Terminology","date":"2026-05-08","topic":"AI & Technology","subtopic":"AI Tools & Prompting","summary":"Generated MD artifact from Claude export: LLM Mechanics, Terminology & Operating Concepts","action":"","url":"","visibility":"private","tags":[],"entities":{},"message_count":0,"project":"","model":"","content_type":"artifact","status":"draft","authority":"high","body_access":"summary","content_access":"summary_only","extra":{"import_status":"materialized_local","artifact_type":"chat","source_depth":"summary_only","needs_review":false,"filename":"llm_mechanics_and_terminology.md","extension":"md","origin":"conversation","origin_title":"Optimizing LLM coding agents for long sessions","bytes":25449,"body_policy":"local_only","run_id":"20260514-073020-claude-export"}}]}

CORRECTIONS_APPLIED

The file /Users/Ali/.claude/projects/-Users-Ali-PKM/memory/project_aina_factory_build_2026_06_29.md has been updated successfully. (file state is current in your context — no need to Read it back)

Next wakeup scheduled for 14:38:00 (in 2439s). Nothing more to do this turn — the harness re-invokes you when the wakeup fires or a task-notification arrives.

== paperclipai location ==
/usr/bin/paperclipai
== agent list (memory/pkm/data/knowledge candidates) ==
parse-fail: Expecting value: line 1 column 1 (char 0)
== raw fallback (first 40 agent names) ==

== top-level help ==
Usage: paperclipai [options] [command]

Paperclip CLI — setup, diagnose, and configure your instance

Options:
  -V, --version                                             output the version number
  -h, --help                                                display help for command

Commands:
  onboard [options]                                         Interactive first-run setup wizard
  doctor|--fix [options]                                    Run diagnostic checks on your Paperclip setup
  env [options]                                             Print environment variables for deployment
  configure [options]                                       Update configuration sections
  db:backup [options]                                       Create a one-off database backup using current config
  allowed-hostname [options] <host>                         Allow a hostname for authenticated/private mode access
  run [options]                                             Bootstrap local setup (onboard + doctor) and run Paperclip
  heartbeat                                                 Heartbeat utilities
  context                                                   Manage CLI client context profiles
  connect [options]                                         Interactively connect the CLI as a board operator or agent
  company                                                   Company operations
  issue                                                     Issue operations
  agent                                                     Agent operations
  project                                                   Project operations
  goal                                                      Goal operations
  token                                                     Manage Paperclip API tokens
  agent-prompt [options] <agent> <agentApiKey> <prompt...>  Create/update Paperclip work for an agent using an agent API key
  board                                                     Board operator operations
  approval                                                  Approval operations
  activity                                                  Activity log operations
  dashboard                                                 Dashboard summary operations
  cost                                                      Cost and finance operations
  finance                                                   Finance event and summary operations
  budget                                                    Budget policy and incident operations
  org                                                       Organization chart operations
  agent-config                                              Agent configuration summaries
  workspace                                                 Execution workspace operations
  environment                                               Environment operations
  project-workspace                                         Project workspace operations
  whoami [options]                                          Show current CLI auth identity
  health [options]                                          Check API health
== agent subcommand help ==
Usage: paperclipai agent [options] [command]

Agent operations

Options:
  -h, --help                                                 display help for command

Commands:
  me [options]                                               Show the current agent identity
  inbox [options]                                            List current agent assigned inbox items
  inbox-mine [options]                                       List current agent inbox items touched or archived by a board user
  list [options]                                             List agents for a company
  get [options] <agentId>                                    Get one agent
  create [options]                                           Create an agent from a JSON payload
  hire [options]                                             Create an agent hire request
  update [options] <agentId>                                 Update an agent from a JSON payload
  delete [options] <agentId>                                 Delete an agent
  pause [options] <agentId>                                  Pause an agent
  resume [options] <agentId>                                 Resume an agent
  approve [options] <agentId>                                Approve a pending agent
  terminate [options] <agentId>                              Terminate an agent
  heartbeat:invoke [options] <agentId>                       Invoke an agent heartbeat
  claude-login [options] <agentId>                           Trigger Claude login for an agent
  permissions:update [options] <agentId>                     Update agent permissions
  configuration [options] <agentId>                          Get redacted agent configuration
  config-revisions [options] <agentId>                       List agent config revisions
  config-revision:get [options] <agentId> <revisionId>       Get one agent config revision
  config-revision:rollback [options] <agentId> <revisionId>  Roll an agent back to a config revision
  runtime-state [options] <agentId>                          Get agent runtime state
  runtime-state:reset-session [options] <agentId>            Reset an agent runtime session
  task-sessions [options] <agentId>                          List agent task sessions
  skills [options] <agentId>                                 List agent skills
  skills:sync [options] <agentId>                            Sync desired skills onto an agent
  instructions-path:update [options] <agentId>               Update an agent instructions path. Process adapters require adapterConfigKey and relative paths require adapterConfig.cwd.
  instructions-bundle [options] <agentId>                    Get an agent instructions bundle
  instructions-bundle:update [options] <agentId>             Update an agent instructions bundle
  instructions-file:get [options] <agentId>                  Get an agent instructions file
  instructions-file:put [options] <agentId>                  Create or update an agent instructions file
  instructions-file:delete [options] <agentId>               Delete an agent instructions file
  wake [options] <agentRef>                                  Request a heartbeat wakeup for an agent

== whoami ==
{
  "user": {
    "id": "local-board",
    "name": "Ali",
    "email": "local@paperclip.local"
  },
  "userId": "local-board",
  "isInstanceAdmin": true,
  "companyIds": [
    "7d58fc13-7c9a-4c87-b9f8-a7cfae8564a9"
  ],
  "memberships": [
    {
      "companyId": "7d58fc13-7c9a-4c87-b9f8-a7cfae8564a9",
      "membershipRole": "owner",
== agent list options ==
Usage: paperclipai agent list [options]

List agents for a company

Options:
  -C, --company-id <id>  Company ID
  -c, --config <path>    Path to Paperclip config file
  -d, --data-dir <path>  Paperclip data directory root (isolates state from
                         ~/.paperclip)
  --context <path>       Path to CLI context file
  --profile <name>       CLI context profile name
  --api-base <url>       Base URL for the Paperclip API
  --api-key <token>      Bearer token for agent-authenticated calls
  --run-id <id>          Heartbeat run id for agent-authenticated mutations
                         (checkout/release/interactions/in-progress update);
                         falls back to $PAPERCLIP_RUN_ID
  --json                 Output raw JSON
  -h, --help             display help for command
== company list ==
Usage: paperclipai company [options] [command]

Company operations

Options:
  -h, --help                             display help for command

Commands:
  list [options]                         List companies
  get [options] <companyId>              Get one company
  current [options]                      Get the current scoped company from --company-id, context, env, or agent authentication
  stats [options]                        Get company stats
  create [options]                       Create a company
  update [options] <companyId>           Update a company
  branding:update [options] <companyId>  Update company branding

TOTAL: 63
--- memory/pkm/data/knowledge/ops candidates ---
- 133a449f-25be-4bda-ae56-5202c6ce0f4a | Data Protection Officer | general |  | paused
- f0d9efa4-37d9-4436-9282-73eb768f1e88 | Root | devops |  | paused
- e3784df6-3c10-4d3a-b5c4-7e6ef4ca5caf | Data Ingestion Engineer | engineer |  | paused
- 596f5873-16e0-41dc-8c6b-73089a59ba81 | Hermes Paperclip Bridge | devops |  | error
- 9d2018a1-4402-4802-9bce-0aedfa584134 | Rambo | devops |  | paused
- 9959caa5-05b4-4450-936d-4f90159d4355 | Product Designer / UX Researcher | general |  | paused
- dbb47a14-4a85-4453-8245-134046dbffbd | Jarvis | devops |  | paused
- 7e1b6bbd-06ce-4590-9949-4437b5fa0aed | Privacy & Consent Steward | general |  | paused
- 7d858e94-b9bc-40fb-a82f-dc33fe81dac9 | Secrets & Access Steward | general |  | paused
- 89a31b2f-38cd-4641-8c66-62b8841565dd | Dataset Provenance Steward | general |  | paused
- 88b49386-ac86-4b3f-876f-4a0af410fdfe | Frodo | devops |  | idle
--- ALL names/roles ---
   Jared :: pm :: 
   Mike :: pm :: 
   Éowyn :: qa :: 
   Harvey :: pm :: 
   Media Engine Producer :: general :: 
   Payments & Entitlements Engineer :: engineer :: 
   Frontend Engineer :: engineer :: 
   AdTech / Trend Radar :: general :: 
   Render Pipeline Engineer :: engineer :: 
   Benjamin :: pm :: 
   Data Protection Officer :: general :: 
   Root :: devops :: 
   Chief Compliance Officer :: pm :: 
   Assessment & Rubric Designer :: general :: 
   Data Ingestion Engineer :: engineer :: 
   API / Backend Engineer :: engineer :: 
   Hermes Paperclip Bridge :: devops :: 
   Rambo :: devops :: 
   Curriculum Architect :: general :: 
   Analyst :: general :: 
   Documentation Engineer :: general :: 
   Learner Experience Architect :: general :: 
   React Native / Expo Engineer :: engineer :: 
   Embeddings & Retrieval Engineer :: engineer :: 
   Calibrator :: qa :: 
   Jessica :: ceo :: 
   Policy & Terms Drafter :: general :: 
   Product Designer / UX Researcher :: general :: 
   Explainer :: general :: 
   Audio / TTS Producer :: general :: 
   Role Ontology Engineer :: engineer :: 
   Amplifier :: general :: 
   Q :: general :: 
   SEO / AIO Visibility :: general :: 
   Mobile App Lead / Architect :: pm :: 
   Skills Architect :: general :: 
   Jarvis :: devops :: 
   Social Content Strategist :: general :: 
   Email / Substack Strategist :: general :: 
   EU / GDPR Compliance Specialist :: general :: 
   Landing / Offer Strategist :: general :: 
   The Machine :: general :: 
   Elrond :: general :: 
   Privacy & Consent Steward :: general :: 
   Silva :: qa :: 
   Moneypenny :: general :: 
   Secrets & Access Steward :: general :: 
   US / CCPA Compliance Specialist :: general :: 
   Dataset Provenance Steward :: general :: 
   Legolas :: general :: 
   Finch :: general :: 
   Gandalf :: general :: 
   Richard :: cto :: 
   Supply-Chain Auditor :: qa :: 
   Argus :: qa :: 
   Monica :: pm :: 
   Auth & Identity Engineer :: engineer :: 
   Laurie :: pm :: 
   Editorial Critic :: qa :: 
   Gimli :: qa :: 
   Cloudflare Runtime Engineer :: engineer :: 
   Frodo :: devops :: 
   Erlich :: pm ::

== agent create --help ==
Usage: paperclipai agent create [options]

Create an agent from a JSON payload

Options:
  -C, --company-id <id>  Company ID
  --payload-json <json>  CreateAgent JSON payload
  -c, --config <path>    Path to Paperclip config file
  -d, --data-dir <path>  Paperclip data directory root (isolates state from
                         ~/.paperclip)
  --context <path>       Path to CLI context file
  --profile <name>       CLI context profile name
  --api-base <url>       Base URL for the Paperclip API
  --api-key <token>      Bearer token for agent-authenticated calls
  --run-id <id>          Heartbeat run id for agent-authenticated mutations
                         (checkout/release/interactions/in-progress update);
                         falls back to $PAPERCLIP_RUN_ID
  --json                 Output raw JSON
  -h, --help             display help for command
== agent hire --help ==
Usage: paperclipai agent hire [options]

Create an agent hire request

Options:
  -C, --company-id <id>  Company ID
  --payload-json <json>  CreateAgentHire JSON payload
  -c, --config <path>    Path to Paperclip config file
  -d, --data-dir <path>  Paperclip data directory root (isolates state from
                         ~/.paperclip)
  --context <path>       Path to CLI context file
  --profile <name>       CLI context profile name
  --api-base <url>       Base URL for the Paperclip API
  --api-key <token>      Bearer token for agent-authenticated calls
  --run-id <id>          Heartbeat run id for agent-authenticated mutations
                         (checkout/release/interactions/in-progress update);
                         falls back to $PAPERCLIP_RUN_ID
  --json                 Output raw JSON
  -h, --help             display help for command
== ids for fit candidates ==
e3784df6-3c10-4d3a-b5c4-7e6ef4ca5caf | Data Ingestion Engineer | engineer | mgr= af273e31-0f40-4a91-b635-09a11534f5aa | paused
6cd2c4f3-68d7-4f36-b89e-56d55a41285a | Documentation Engineer | general | mgr= be6cc169-b8b4-4d96-9749-825d63aceecf | paused
e34e198d-20cf-45c1-8e24-9291e633e7a3 | Embeddings & Retrieval Engineer | engineer | mgr= af273e31-0f40-4a91-b635-09a11534f5aa | paused
ad412546-449a-4c7b-8988-47384a04765d | The Machine | general | mgr= a873590c-2166-4054-9dad-329e17d2c889 | paused
89a31b2f-38cd-4641-8c66-62b8841565dd | Dataset Provenance Steward | general | mgr= af273e31-0f40-4a91-b635-09a11534f5aa | paused
2eaf9ae5-eaa7-4e0a-81d1-4fed6d069411 | Finch | general | mgr= a40a26d9-8a45-483e-9232-f46b82e5c382 | paused
be6cc169-b8b4-4d96-9749-825d63aceecf | Richard | cto | mgr= 6454b8e0-0522-467b-9c5a-64e2700393c2 | paused

================ agent get 2eaf9ae5-eaa7-4e0a-81d1-4fed6d069411 ================
Traceback (most recent call last):
  File "<string>", line 2, in <module>
  File "/usr/lib/python3.12/json/__init__.py", line 293, in load
    return loads(fp.read(),
           ^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/json/__init__.py", line 346, in loads
    return _default_decoder.decode(s)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/json/decoder.py", line 337, in decode
    obj, end = self.raw_decode(s, idx=_w(s, 0).end())
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/json/decoder.py", line 355, in raw_decode
    raise JSONDecodeError("Expecting value", s, err.value) from None
json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)
================ agent get e34e198d-20cf-45c1-8e24-9291e633e7a3 ================
Traceback (most recent call last):
  File "<string>", line 2, in <module>
  File "/usr/lib/python3.12/json/__init__.py", line 293, in load
    return loads(fp.read(),
           ^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/json/__init__.py", line 346, in loads
    return _default_decoder.decode(s)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/json/decoder.py", line 337, in decode
    obj, end = self.raw_decode(s, idx=_w(s, 0).end())
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/json/decoder.py", line 355, in raw_decode
    raise JSONDecodeError("Expecting value", s, err.value) from None
json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)

{
  "type": "tool_reference",
  "tool_name": "mcp__64afeae2-ede5-40d7-965b-578c73695b4b__save_issue"
}

{
  "type": "tool_reference",
  "tool_name": "mcp__64afeae2-ede5-40d7-965b-578c73695b4b__get_issue"
}

File created successfully at: /Users/Ali/PKM/scratch/pkm-deepdive/PKM-STEWARD-CHARTER.md (file state is current in your context — no need to Read it back)

{"id":"AIOPS-264","title":"PKM Stewardship — own the agent-memory layer (PKM-monorepo + pkm-agent recall)","description":"**Founder direction (Ali, 2026-06-29):** \"The PKM stuff we were working on — create an agent or assign it to someone — it's part of agent memory.\"\n\nThe PKM is the unified store every agent (Claude Code, Codex, Hermes/Donna, the org) recalls from via `pkm-agent`. It needs a **named owner** so it's maintained and never orphaned. This is the long-term-recall layer of the Memory Architecture (related: <issue id=\"869adbb1-3dd5-4a0b-b60b-3e9325c24d81\" href=\"https://linear.app/ainative-academy/issue/VISION-16/aina-memory-architecture-v1\">VISION-16</issue> — Soul.md=identity, Constitution=governance, Linear=operational, **PKM=long-term recall memory**).\n\n## Scope (what the steward owns)\n\n1. **Pipeline health** — the nightly PKM build (Mac launchd `com.ali.transcripts` 11:15 EDT → PKM-monorepo `transcripts/tools/transcripts-daily.sh`); keep the 26-stage spine green; watch the watchdog markers.\n2. **Remote D1 sync integrity** — the recurring churn vector (recency_days / volatile columns); keep `brain_health` ok; centralize RECORD_COLUMNS (prevention still undone); re-baseline via `PKM_REMOTE_D1_FULL_IMPORT=1` when needed.\n3. **Recall + query-plane quality** — what Hermes + agents actually retrieve (`search_records` FTS5/BM25 + source-aware ranking; `think` synthesized recall; the M2 query plane → full corpus). Guard real usefulness, not just tests.\n4. **Remaining deep-dive roadmap** — M3 OKF → M4 → **M5 Finch (query/search plane)** → M6 mission-control → M7 MCP-design → cleanup. See `~/PKM-monorepo/docs/pkm-deepdive/` + the handoff \"COMPACTION CHECKPOINT\".\n5. **Boundary discipline** — remote Worker MCP (agentaccess/mcp.alimukadam.com) = web connectors only; local agents use the locally-installed pkm-agent; read-only against the wiki.\n\n## Owner (recommendation)\n\n* **Paperclip agent: Finch** (currently paused) — already mapped to **M5** of the PKM deep-dive (the query/search plane); strongest fit for agent-memory recall. Alternatives: Embeddings & Retrieval Engineer, or a dedicated new \"PKM Steward\" agent.\n* **Home: AgentOps** — PKM is agent-memory infra *above* the AINA product company, so it belongs here (with Hermes + the factory + Memory Architecture), not in the AINA-product Paperclip roster.\n\n## Finalization (the Paperclip runtime agent — governance)\n\nPer the org rule (dept-head + CEO/Jessica approval for a new org agent): finalize by EITHER assigning the charter to **Finch** via `paperclipai agent instructions-file:put` + resume, OR filing a `paperclipai agent hire` request for a dedicated \"PKM Steward.\" Charter doc: `~/PKM-monorepo/docs/pkm-deepdive/PKM-STEWARD-CHARTER.md` (+ `/srv/aina/ops/reference/`).\n\nAcceptance: a named, resumed/approved agent owns the scope above, the charter is wired into its instructions, and PKM pipeline/sync/recall health rolls up to a visible status.","priority":{"value":2,"name":"High"},"url":"https://linear.app/ainative-academy/issue/AIOPS-264/pkm-stewardship-own-the-agent-memory-layer-pkm-monorepo-pkm-agent","gitBranchName":"ali/aiops-264-pkm-stewardship-own-the-agent-memory-layer-pkm-monorepo-pkm","createdAt":"2026-06-29T18:02:50.457Z","updatedAt":"2026-06-29T18:02:50.457Z","archivedAt":null,"completedAt":null,"startedAt":null,"canceledAt":null,"dueDate":null,"slaStartedAt":null,"slaMediumRiskAt":null,"slaHighRiskAt":null,"slaBreachesAt":null,"slaType":"all","status":"Backlog","statusType":"backlog","labels":[],"attachments":[],"documents":[],"createdBy":"Ali Mehdi Mukadam","createdById":"2ec8d394-7747-4aad-9a94-a5d5974c9606","assignee":"Ali Mehdi Mukadam","assigneeId":"2ec8d394-7747-4aad-9a94-a5d5974c9606","team":"AgentOps","teamId":"2ab15afe-1be6-4fe3-a0b6-cba8f4bd0fc9"}

== instructions-file:put help ==
Usage: paperclipai agent instructions-file:put [options] <agentId>

Create or update an agent instructions file

Arguments:
  agentId                         Agent ID

Options:
  --path <path>                   Bundle-relative file path
  --content <text>                File content
  --content-file <path>           Read file content from disk
  --clear-legacy-prompt-template  Clear legacy prompt template
  -c, --config <path>             Path to Paperclip config file
  -d, --data-dir <path>           Paperclip data directory root (isolates state
                                  from ~/.paperclip)
  --context <path>                Path to CLI context file
  --profile <name>                CLI context profile name
  --api-base <url>                Base URL for the Paperclip API
  --api-key <token>               Bearer token for agent-authenticated calls
  --run-id <id>                   Heartbeat run id for agent-authenticated
                                  mutations
                                  (checkout/release/interactions/in-progress
                                  update); falls back to $PAPERCLIP_RUN_ID
  --json                          Output raw JSON
  -h, --help                      display help for command
== push charter to VDS reference ==
CHARTER_ON_VDS
20 /srv/aina/ops/reference/PKM-STEWARD-CHARTER.md
== copy charter into PKM-monorepo deep-dive docs (local) ==
COPIED to PKM-monorepo

error: unknown option '--company-id'
--- verify file present in bundle ---
error: unknown option '--company-id'
--- Finch status (should remain paused) ---
Finch status: paused

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  "content": "# PKM Steward — charter (agent-memory owner)\n\n**Why this role exists (Ali, 2026-06-29):** the PKM is *part of agent memory* — it's the unified store every agent (Claude Code, Codex, Hermes/Donna, the org) recalls from via `pkm-agent`. It must have a named owner so it is maintained and never orphaned. This is the AgentOps \"Memory Architecture\" layer (Linear VISION-16: Soul.md=identity, **Constitution/Memory=governance**, Linear=operational, **PKM=long-term recall memory**).\n\n## Scope (what the steward owns)\n1. **Pipeline health** — the nightly PKM build (Mac launchd `com.ali.transcripts` 11:15 EDT, PKM-monorepo `transcripts/tools/transcripts-daily.sh`): keep it green; triage the 26-stage spine; watch the watchdog markers.\n2. **Remote D1 sync integrity** — the recurring churn vector (recency_days / volatile columns). Keep `brain_health` ok; centralize RECORD_COLUMNS (the prevention still undone). Re-baseline via `PKM_REMOTE_D1_FULL_IMPORT=1` when needed.\n3. **Recall + query-plane quality** — what Hermes + agents actually retrieve (`search_records` FTS5/BM25 + source-aware ranking; `think` synthesized recall; the M2 query plane → full corpus). This is the agent-memory product; guard its usefulness, not just its tests.\n4. **The remaining deep-dive roadmap** — M3 OKF → M4 → **M5 Finch (query/search plane)** → M6 mission-control → M7 MCP-design → cleanup (see `~/PKM-monorepo/docs/pkm-deepdive/` + the handoff \"COMPACTION CHECKPOINT\").\n5. **Boundary discipline** — remote Worker MCP (agentaccess/mcp.alimukadam.com) is for web connectors only; local agents use the locally-installed pkm-agent. Read-only against the wiki.\n\n## Recommended owner\n- **Finch** (Paperclip agent, currently paused) — already mapped to **M5** of the PKM deep-dive (the query/search plane); strongest semantic fit for agent-memory recall. Alternative: the Embeddings & Retrieval Engineer, or a dedicated new \"PKM Steward\" agent.\n- **Home: AgentOps** (owns Hermes + the factory + Memory Architecture VISION-16) — PKM is agent-memory infra ABOVE the AINA product company, so it belongs here, not in the AINA-product Paperclip roster.\n\n## Canon / docs\n`~/PKM-monorepo/docs/pkm-deepdive/` (deep-dive audit + handoff), PKM-monorepo `CLAUDE.md` + `ARCHITECTURE.md` (active-vs-dormant map), the recall protocol in `~/.claude/CLAUDE.md`. Memory anchors: [[project-pkm-deepdive-2026-06-28]], [[reference-pkm-remote-d1-sync-repair]], [[reference-pkm-monorepo-canonical]].\n\n## Finalization (Paperclip runtime agent)\nPer governance (dept head + CEO/Jessica approval for a new org agent), finalize by EITHER assigning this charter to **Finch** via `paperclipai agent instructions-file:put` + resume, OR filing a `paperclipai agent hire` request for a dedicated \"PKM Steward\". Recorded here so it's not orphaned.\n"
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The file /Users/Ali/.claude/projects/-Users-Ali-PKM/memory/project_aina_factory_build_2026_06_29.md has been updated successfully. (file state is current in your context — no need to Read it back)