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Author SHA1 Message Date
ed ea8bcdf389 conductor(entropy_epiplexity): Phase 5 Verification - end-of-track report + state.toml completed 2026-06-21 17:16:05 -04:00
ed 275f34da6e conductor(entropy_epiplexity): Phase 4 Synthesis - report.md (1,018 lines) + summary.md (341 words) 
Deep-dive report covers all 8 sections per umbrella spec FR6:
- TL;DR: epiplexity as observer-relative information measure
- Key Concepts: 18 numbered concepts
- Frame Analysis: 176 unique frames from research talk
- Transcript Highlights: 10+ verbatim passages with timestamps
- Mathematical Content: 12 derivations (Shannon, Kolmogorov, Levin, sophistication, epiplexity)
- Connections: forward refs to 8 other videos
- Open Questions: 14 questions for Pass 2
- References: people, concepts, resources

Plus 9 appendices: concept map, transcript excerpts (C.1-C.12), math foundations (D.1-D.10), framework connections (E.1-E.7), cross-references (G.1-G.9), resources, final notes.

Lossless preservation per umbrella spec §0.
 2026-06-21 17:15:10 -04:00
ed 5c5f347cf0 conductor(entropy_epiplexity): Phase 1-3 Acquire+Keyframes+OCR - transcript.json (~5k segments via yt-dlp), 176 unique frames (214 raw), OCR in 30s 
Note: 364MB mp4 video. 176 frames after imagehash dedup (hamming<5).
 2026-06-21 17:07:07 -04:00
ed 901b1b0982 conductor(probability_logic): Phase 5 Verification - end-of-track report + state.toml completed 
TRACK COMPLETE for child #2. All 7 deliverable artifacts present, report.md 1045 lines (within 1000-10000 target), summary.md 333 words (within 200-400 target), no TBDs.

10 children + 1 synthesis remaining in campaign.
 2026-06-21 16:46:19 -04:00
ed cb85591fc8 conductor(probability_logic): Phase 4 Synthesis - report.md (1,045 lines) + summary.md (333 words) 
Deep-dive report covers all 8 sections per umbrella spec FR6:
- TL;DR: probability as extension of logic
- Key Concepts: 32 numbered concepts
- Frame Analysis: 25 frames (12 chat-only, 13 presentation)
- Transcript Highlights: 16 verbatim passages with timestamps
- Mathematical Content: 15 derivations
- Connections: forward refs to 9 other videos
- Open Questions: 14 questions for Pass 2
- References: people, concepts, resources

Plus 6 appendices: concept map, lossless preservation audit, detailed transcript excerpts (sections C.1-C.15), math derivations (D.1-D.8), LLM connections, quick reference formulas.

Lossless preservation per umbrella spec §0.
 2026-06-21 16:45:39 -04:00
ed ca4826ab31 conductor(probability_logic): transcript_clean.txt (10k words) + presentation frame extractor 2026-06-21 16:41:42 -04:00
ed 4dd373d70d conductor(probability_logic): Phase 3 OCR - 25 frames OCR'd in 1.8s via winsdk 2026-06-21 16:40:04 -04:00
ed f855967bb8 conductor(probability_logic): Phase 2 Keyframes - 25 unique frames (threshold 0.05; low-motion math lecture) 2026-06-21 16:39:43 -04:00
ed 338573b1e8 refactor(video_analysis): extract_transcript.py uses yt-dlp VTT directly (skip youtube-transcript-api which consistently fails for these videos) 
youtube-transcript-api v1.2.4 returns XML parse error on empty response for ALL videos in this campaign. yt-dlp's --write-auto-subs reliably returns 1000s of segments per video. Switched to yt-dlp as the primary path.

Tests updated to mock _fetch_via_ytdlp instead of _fetch_raw_transcript. 8/8 tests passing.
 2026-06-21 16:33:44 -04:00
ed 7478090e71 conductor(probability_logic): Phase 1 Acquire - transcript.json (3315 segments via yt-dlp VTT fallback) + video.log (84MB mp4 downloaded) 
Generic reusable drivers added: phase1_acquire.py, phase2_keyframes.py, phase3_ocr.py take slug as arg for batch use across all 12 children.
 2026-06-21 16:32:19 -04:00
ed fd95ea4879 conductor(cs229): Phase 5 Verification - end-of-track report + state.toml completed 2026-06-21 16:28:24 -04:00
ed 1872b66f68 conductor(cs229): Phase 4 Synthesis - report.md (1,157 lines, 100KB) + summary.md (364 words) + transcript_clean.txt 
Deep-dive report covers all 8 sections per umbrella spec FR6:
- TL;DR: 6-pillar LLM training framework
- Key Concepts: 31 numbered concepts
- Frame Analysis: 115 frames organized by topic
- Transcript Highlights: 18 verbatim passages with timestamps
- Mathematical Content: 14 formal derivations
- Connections: forward refs to all 11 other videos
- Open Questions: 14 questions for Pass 2
- References: people, courses, papers, resources

Plus 11 appendices (A-O): full transcript sections, frame inventory, OCR reference, Q&A log, glossary, cross-references, future work.

Lossless preservation per umbrella spec §0: report preserves all 5397 transcript timestamps, 28KB OCR text, 115 frames, math derivations, cross-references. R5 mitigation verified (yt-dlp works despite oEmbed 401).

Report is 1,157 lines / 102KB - within 1000-10000 LOC target per user directive 2026-06-21.
 2026-06-21 16:27:15 -04:00
ed c4686787b6 conductor(cs229): Phase 3 OCR - 115 frames OCR'd in 5.1s via winsdk (28KB markdown) 2026-06-21 16:12:18 -04:00
ed 91a96ce139 conductor(cs229): Phase 2 Keyframes - 115 unique frames extracted (147 raw, 32 dupes removed by phash+hamming=5) 2026-06-21 16:11:34 -04:00
ed 0bc8abbe9a conductor(cs229): Phase 1 Acquire - transcript.json (5397 segments via yt-dlp VTT fallback) + video.log (yt-dlp success for 336MB mp4, R5 verified) 
Fix extract_transcript.py: YouTubeTranscriptApi.get_transcript() (not .fetch()). youtube-transcript-api v1.2.4 uses class method get_transcript(video_id), not instance .fetch().

R5 mitigation: yt-dlp's VTT auto-sub extraction works where youtube-transcript-api fails (XML parse error on empty response). 5397 segments recovered.

Add gitignore patterns for video_analysis artifacts: *.mp4, *.vtt (regenerable). video.log intentionally tracked.
 2026-06-21 16:08:15 -04:00
ed f1c23c7da5 conductor(plan): any_type_componentization_20260621 - 7 phases, 23 tasks, ~150 TDD steps 
Implements the 5 fat-struct candidates from docs/reports/ANY_TYPE_AUDIT_20260621.md:

- Phase 0: JsonValue TypeAlias + audit_dataclass_coverage.py + styleguide section 12
- Phase 1: src/mcp_tool_specs.py (P1, 8 sites)
- Phase 2: src/openai_schemas.py (P1, 17 sites)
- Phase 3: src/provider_state.py (P2, 41 sites)
- Phase 4: src/log_registry.py Session (P2, 7 sites)
- Phase 5: src/api_hooks.py WebSocketMessage (P3, 16 sites)
- Phase 6: verify + docs + archive

Blocked by data_structure_strengthening_20260606 (pending merge).
Sequencing: NOT blocked by code_path_audit_20260607 (orthogonal tracks).

Tier 2 autonomous sandbox will execute via:
  /tier-2-auto-execute any_type_componentization_20260621

Spec: conductor/tracks/any_type_componentization_20260621/spec.md (approved 2026-06-21)
Plan: this commit
State: conductor/tracks/any_type_componentization_20260621/state.toml
Metadata: conductor/tracks/any_type_componentization_20260621/metadata.json
 2026-06-21 15:46:25 -04:00
ed 46a2245658 conductor(plan): mark Phase 0+1+2 init tasks complete in umbrella plan.md 2026-06-21 15:45:39 -04:00
ed ebadfda9d6 docs(reports): TRACK_COMPLETION for video_analysis_campaign_20260621 (Phase 0+1+2 init only) 2026-06-21 15:44:06 -04:00
ed 365fa554d9 conductor(plan): mark Phase 0+1 complete + Phase 2 init complete in umbrella state.toml 2026-06-21 15:42:39 -04:00
ed c1a15c45c5 conductor(tracks): scaffold plan.md + metadata.json + state.toml for 12 child + 1 synthesis tracks 2026-06-21 15:41:38 -04:00
ed 548c4fef63 feat(video_analysis): synthesize_report.py orchestrator with TDD (5 tests) 2026-06-21 15:39:22 -04:00
ed ed0d198afe feat(video_analysis): ocr_frames.py with TDD (4 tests, winsdk + tesseract backends) 2026-06-21 15:35:41 -04:00
ed 9ccdedeeb3 feat(video_analysis): extract_keyframes.py with TDD (4 tests) 2026-06-21 15:34:18 -04:00
ed 45a5e81406 feat(video_analysis): download_video.py with TDD (5 tests) 2026-06-21 15:32:46 -04:00
ed 94f4a4eee9 feat(video_analysis): extract_transcript.py with TDD (8 tests) 2026-06-21 15:31:42 -04:00
ed 12fcc55cfc chore(scripts): scaffold scripts/video_analysis/ + placeholder test 2026-06-21 15:26:56 -04:00
ed 1c05305a98 chore(deps): add yt-dlp, cv2, imagehash, pillow, youtube-transcript-api, winsdk, pytesseract for video_analysis campaign 2026-06-21 15:26:02 -04:00
ed a22e0f5473 Merge branch 'tier2/data_structure_strengthening_20260606' 2026-06-21 15:15:22 -04:00
ed 3529161b0f conductor(track): add TIER2_STARTER.md for video_analysis_campaign dispatch 
3 prompt templates for Tier 2 autonomous agents:
1. Umbrella Tier 2 (Phase 0+1+2 init): installs tooling, builds 5 scripts, scaffolds 12 children
2. Per-child Tier 2 (one child's 5-phase pipeline): Acquire, Keyframes, OCR, Synthesis, Verification
3. Synthesis Tier 2 (after all 12 children): cross-cutting per_video_summary.md + report.md

Includes: file-read order, key risks, hard constraints, verification criteria, per-track Tier 2 dispatch commands, and a quick-reference table.
 2026-06-21 15:13:24 -04:00
ed 6533b7120c conductor(plan): enhance video_analysis_campaign plan with bite-sized Phase 0+1 
Phase 0 (4 tasks): yt-dlp install, cv2/imagehash/PIL install, OCR backend decision, scripts/ namespace scaffold
Phase 1 (5 tasks = 5 scripts): extract_transcript.py (8 tests), download_video.py (5 tests), extract_keyframes.py (4 tests), ocr_frames.py (4 tests), synthesize_report.py (5 tests)
Phase 2-4: brief pointers (per-child plans deferred to Tier 2 during execution)

Total: 26 unit tests across 5 test files. All scripts follow Result[T] convention + 1-space indent + type hints per project styleguides.
 2026-06-21 15:08:20 -04:00
ed de01131349 conductor(tracks): Register video_analysis_campaign_20260621 as active research track (row 26) 
- Added row 26 in Active Tracks table: priority A (research), independent, multi-pass handoff
- Added detailed section under 'Active Research Tracks (2026-06+)' so the anchor link resolves
- Documents: 12 videos in 5 clusters, per-child deliverables, reusable tooling, Phase 0 blockers, Pass 2/3 handoff contract
 2026-06-21 15:05:58 -04:00
ed 1b40fa5345 conductor(video_analysis): Initialize 12 child + 1 synthesis spec scaffolds 
Each child spec is lightweight (~100 lines): references the umbrella, gives video details, specifies the 7 deliverables (transcript.json, frames/, ocr.md, report.md 1000-10000 LOC, summary.md), and the 5-phase pipeline.

Children in execution order:
1. cs229_building_llms (Stanford CS229, Cluster E)
2. probability_logic (Cluster A)
3. entropy_epiplexity (Cluster A)
4. score_dynamics_giorgini (Cluster A)
5. platonic_intelligence_kumar (Cluster B)
6. free_lunches_levin (Cluster B)
7. generic_systems_fields (Cluster C)
8. brain_counterintuitive (Cluster C)
9. neural_dynamics_miller (Cluster C)
10. multiscale_hoffman (Cluster C)
11. cs336_architectures (Stanford CS336, Cluster E)
12. creikey_dl_cv (Cluster D)

Plus 1 synthesis track (video_analysis_synthesis_20260621) blocked_by all 12 children.
 2026-06-21 15:03:10 -04:00
ed b184250b78 conductor(video_analysis_campaign): Initialize umbrella track + 12 child + 1 synthesis scaffold 
Pass 1 of 3 user research campaign (12 videos, 5 clusters).
- Umbrella: spec.md (full design), plan.md, metadata.json, state.toml, README.md
- Multi-pass framing (Pass 2 de-obfuscation, Pass 3 projection)
- Lossless preservation directive (1000-10000 LOC per video report target)
- Tooling prerequisites: yt-dlp, cv2, imagehash install in repo venv
- 5 reusable scripts to live in scripts/video_analysis/ (TDD)
- 12 children + 1 synthesis = 14 folders total
 2026-06-21 15:02:44 -04:00
ed aca84b881b docs(reports): ANY_TYPE_AUDIT_20260621 - Any-type usage & componentization opportunities 2026-06-21 14:28:16 -04:00
ed c4c45d4a54 conductor(plan): rewrite chronology_20260619 plan for v2 (11 phases, 4 pause points) 
Replaces the v1 plan (10 phases, single-stage cross-check) with an 11-phase
plan that executes the v2 spec's git-history classifier + 3-stage cross-check
+ 30% quality gate. Plan Phase 2 = Spec Phase 2 part 1; renumbering shifts
from Plan Phase 4 onwards (per the spec-vs-plan mapping in the summary table).

11 phases, 28 tasks, 4 hard pause points (Plan Phase 6 quality gate, Plan
Phase 7 Tier 1 review, Plan Phase 10 user sign-off, plus the Plan Phase 6
ABORT fallback to manual review). TDD red+green cycles for Phases 2-4 (8
new tests for _classify_status + 4 for extract_summary + 3 for format_markdown
+ 5 for the quality gate).

Test runner: scripts/run_tests_batched.py (per Tier 2 sandbox rule #1).
Throw-away scripts: scripts/tier2/artifacts/chronology_20260619/ (rule #4).
Default branch: master (rule #2). Line endings: preserve existing (rule #3).
 2026-06-21 14:12:03 -04:00
ed 5c9249659f conductor(spec): rewrite chronology_20260619 spec for v2 (git-history classifier + 30% quality gate) 
The first run shipped chronology.md with a status classifier that read stale
metadata.json.status, marking 167/216 rows with wrong status. This v2 spec
replaces FR1 (5-value status enum + per-row evidence + confidence), FR5
(git-history classifier with the 5-step algorithm from the handover), FR6
(3-stage cross-check), and adds FR7 (classifier quality gate at 30% low
confidence threshold with abort-to-manual-review fallback).

Substantive changes from v1:
- 7 FRs (was 6); FR7 is new
- 14 VCs (was 12); VC10-VC14 are new
- 10 Risks (was 9)
- 5-value status enum: Active / In Progress / Completed / Abandoned / Special
  (was 6-value: Shipped/Superseded/etc.)
- Per-row evidence line format documented with worked example
- 'Needs Review' section as a 5th section in chronology.md
- Quality gate hard-codes the user's 'A only if classifier is good, else B'
  fallback design from chat 2026-06-21

Out of scope: 24 v1 commits + conductor/chronology.md.broken-v1 remain as the
foundation; this is a continuation, not a re-do. state.toml still shows
current_phase=10 from v1's false completion; the Tier 2 implementing agent
will reset it in Phase 1.4 of the plan.
 2026-06-21 14:08:40 -04:00
ed 6210410cda conductor(plan): mark all phases/tasks complete in data_structure_strengthening_20260606 2026-06-21 13:07:58 -04:00
ed bb4d85e4b4 conductor(tracks): mark data_structure_strengthening_20260606 as shipped 2026-06-21 13:05:52 -04:00
ed d3205c7253 conductor(archive): ship data_structure_strengthening_20260606 to archive 2026-06-21 13:03:34 -04:00
ed dff1dbb812 docs(reports): TRACK_COMPLETION_data_structure_strengthening_20260606 2026-06-21 13:03:07 -04:00
ed 60196a8723 docs(smoke): Phase 2 smoke test for data structure strengthening track 2026-06-21 13:02:00 -04:00
ed c9c5abfbae docs(product-guidelines): add Data Structure Conventions section 2026-06-21 13:01:19 -04:00
ed 7a52fca588 docs(styleguide): add canonical reference for type aliases convention 2026-06-21 12:59:41 -04:00
ed f8990dae11 docs(type_registry): initial auto-generated registry (Phase 2) 2026-06-21 12:57:49 -04:00
ed f7c16954d4 feat(generate_type_registry): AST-based registry generator with --check and --diff modes 2026-06-21 12:57:32 -04:00
ed 281cf0f01e test(generate_type_registry): add red tests for the registry generator 2026-06-21 12:49:15 -04:00
ed d81339ecb3 refactor(ai_client): _reread_file_items_result returns FileItemsDiff NamedTuple 2026-06-21 12:47:07 -04:00
ed c147238970 conductor(plan): mark Phase 1 complete in data_structure_strengthening_20260606 2026-06-21 12:45:05 -04:00
ed 794ca91db0 conductor(plan): Phase 1 checkpoint - 8 commits; 528->112 weak sites (79% reduction) 2026-06-21 12:44:31 -04:00
ed 1985551f91 test(audit_weak_types): add tests for the audit script and --strict mode 2026-06-21 12:43:22 -04:00