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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
87 lines
7.4 KiB
TOML
87 lines
7.4 KiB
TOML
# Track state for video_analysis_campaign_20260621
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# Updated by Tier 1 Orchestrator (initially) and Tier 2 Tech Lead (during execution)
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[meta]
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track_id = "video_analysis_campaign_20260621"
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name = "Video Analysis Campaign (12 videos, 5 clusters, 3 passes)"
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status = "active"
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current_phase = 0 # Phase 0 = tooling prerequisites (not yet started)
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last_updated = "2026-06-21"
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[blocked_by]
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# Independent umbrella. No blockers.
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[blocks]
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# This umbrella blocks the synthesis track:
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video_analysis_synthesis_20260621 = "planned"
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# Each child track is "blocked_by" the umbrella + its own dependencies (none)
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[phases]
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phase_0 = { status = "pending", checkpointsha = "", name = "Tooling Prerequisites (yt-dlp, cv2, imagehash, OCR backend)" }
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phase_1 = { status = "pending", checkpointsha = "", name = "Reusable Tooling (5 scripts with TDD)" }
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phase_2 = { status = "pending", checkpointsha = "", name = "Per-Child Tracks (12 videos, 5-phase pipeline each)" }
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phase_3 = { status = "pending", checkpointsha = "", name = "Synthesis Track (blocked by all 12 children)" }
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phase_4 = { status = "pending", checkpointsha = "", name = "Campaign Closeout (README update, end-of-track report, archive, chronology)" }
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[tasks]
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# Phase 0 tasks
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t0_1 = { status = "pending", commit_sha = "", description = "Install yt-dlp in this repo's venv (pip install yt-dlp). Verify with python -c \"import yt_dlp; print(yt_dlp.version.__version__)\"." }
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t0_2 = { status = "pending", commit_sha = "", description = "Install opencv-python, imagehash, pillow in this repo's venv. Verify imports." }
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t0_3 = { status = "pending", commit_sha = "", description = "Decide on OCR backend: try winsdk first (matches bootslop), fall back to tesseract if winsdk proves problematic." }
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t0_4 = { status = "pending", commit_sha = "", description = "Create scripts/video_analysis/ namespace and tests/test_video_analysis_*.py skeleton (empty placeholder files)." }
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# Phase 1 tasks (script TDD)
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t1_1 = { status = "pending", commit_sha = "", description = "Write tests for extract_transcript.py (red phase): success path, network error, missing video ID, malformed JSON response, retry behavior." }
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t1_2 = { status = "pending", commit_sha = "", description = "Implement extract_transcript.py (green phase). CLI: --url, --output, --json. Outputs transcript.json with segments + plain + metadata." }
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t1_3 = { status = "pending", commit_sha = "", description = "Write tests for download_video.py (red)." }
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t1_4 = { status = "pending", commit_sha = "", description = "Implement download_video.py (green). Subprocess yt-dlp. Outputs mp4 + download.log." }
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t1_5 = { status = "pending", commit_sha = "", description = "Write tests for extract_keyframes.py (red)." }
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t1_6 = { status = "pending", commit_sha = "", description = "Implement extract_keyframes.py (green). ffmpeg scene detect + cv2 + imagehash dedup. Outputs frames/*.jpg + extraction_meta.json." }
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t1_7 = { status = "pending", commit_sha = "", description = "Write tests for ocr_frames.py (red)." }
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t1_8 = { status = "pending", commit_sha = "", description = "Implement ocr_frames.py (green). Winsdk (or tesseract fallback). Outputs ocr.md." }
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t1_9 = { status = "pending", commit_sha = "", description = "Write tests for synthesize_report.py (red)." }
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t1_10 = { status = "pending", commit_sha = "", description = "Implement synthesize_report.py (green). Orchestrator. Outputs artifacts/ + report.md stub + summary.md stub." }
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# Phase 2 tasks (12 child tracks - one entry each; details in child plans)
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t2_1 = { status = "pending", commit_sha = "", description = "Child 1: video_analysis_cs229_building_llms_20260621 - verify yt-dlp access (oEmbed failed 401), execute 5-phase pipeline, ship report.md (1000-10000 LOC) + summary.md" }
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t2_2 = { status = "pending", commit_sha = "", description = "Child 2: video_analysis_probability_logic_20260621 - execute 5-phase pipeline" }
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t2_3 = { status = "pending", commit_sha = "", description = "Child 3: video_analysis_entropy_epiplexity_20260621 - execute 5-phase pipeline" }
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t2_4 = { status = "pending", commit_sha = "", description = "Child 4: video_analysis_score_dynamics_giorgini_20260621 - execute 5-phase pipeline" }
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t2_5 = { status = "pending", commit_sha = "", description = "Child 5: video_analysis_platonic_intelligence_kumar_20260621 - execute 5-phase pipeline" }
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t2_6 = { status = "pending", commit_sha = "", description = "Child 6: video_analysis_free_lunches_levin_20260621 - execute 5-phase pipeline" }
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t2_7 = { status = "pending", commit_sha = "", description = "Child 7: video_analysis_generic_systems_fields_20260621 - execute 5-phase pipeline" }
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t2_8 = { status = "pending", commit_sha = "", description = "Child 8: video_analysis_brain_counterintuitive_20260621 - execute 5-phase pipeline" }
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t2_9 = { status = "pending", commit_sha = "", description = "Child 9: video_analysis_neural_dynamics_miller_20260621 - execute 5-phase pipeline" }
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t2_10 = { status = "pending", commit_sha = "", description = "Child 10: video_analysis_multiscale_hoffman_20260621 - execute 5-phase pipeline" }
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t2_11 = { status = "pending", commit_sha = "", description = "Child 11: video_analysis_cs336_architectures_20260621 - verify yt-dlp access (oEmbed failed 401), execute 5-phase pipeline" }
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t2_12 = { status = "pending", commit_sha = "", description = "Child 12: video_analysis_creikey_dl_cv_20260621 - execute 5-phase pipeline" }
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# Phase 3 tasks (synthesis)
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t3_1 = { status = "pending", commit_sha = "", description = "Initialize video_analysis_synthesis_20260621 (spec.md + plan.md + metadata.json + state.toml)" }
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t3_2 = { status = "pending", commit_sha = "", description = "Execute synthesis: consume 12 children's report.md + summary.md, produce per_video_summary.md + report.md" }
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# Phase 4 tasks (closeout)
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t4_1 = { status = "pending", commit_sha = "", description = "Update umbrella README.md with final statuses (all 12 children + synthesis shipped)" }
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t4_2 = { status = "pending", commit_sha = "", description = "Write end-of-track report at docs/reports/TRACK_COMPLETION_video_analysis_campaign_20260621.md" }
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t4_3 = { status = "pending", commit_sha = "", description = "Move umbrella + 13 children to conductor/archive/ per project convention" }
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t4_4 = { status = "pending", commit_sha = "", description = "Update conductor/chronology.md with 14 new rows" }
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[verification]
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# These flip to true as the campaign progresses
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tooling_installed = false
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scripts_tdd_complete = false
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all_12_children_shipped = false
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synthesis_shipped = false
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end_of_track_report_committed = false
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future_pass_hooks_intact = false
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[user_directives_logged]
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order_confirmed = "Per user 2026-06-21: 12-video sequence in spec.md §6"
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report_loc_target = "Per user 2026-06-21: minimum 1000 LOC, maximum 10000 LOC markdown per video report"
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multi_pass_framing = "Per user 2026-06-21: Pass 1 = information extraction (this track), Pass 2 = de-obfuscation, Pass 3 = projection"
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lossless_preservation = "Per user 2026-06-21: Pass 1 artifacts must be lossless; over-summarization is data loss for Pass 2"
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stanford_mapping = "Per user 2026-06-21: 9vM4p9NN0Ts = CS229 (Building LLMs), lVynu4bo1rY = CS336 Lecture 3 (Architectures)"
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campaign_motivation = "Per user 2026-06-21: 'large body of work encapsulated in the ai field which is largely impenetrable to me and associates'"
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stylistic_influences = "Per user 2026-06-21: handmade/data-oriented/GPGPU (Timothy Lottes, Onat Türkçüoğlu, Jebrim) + user's own caveats - referenced for Pass 3"
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no_day_estimates = "Per conductor/workflow.md Tier 1 Track Initialization Rules (added 2026-06-16). Scope measured in files/sites only."
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