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conductor(creikey_dl_cv): Phase 5 Verification - end-of-track report + state.toml completed. LAST CHILD of campaign.
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> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox syntax for tracking.
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**Goal:** Execute the 5-phase pipeline (Acquire → Keyframes → OCR → Synthesis → Verification) for *Creikey - Deep Learning and Computer Vision for Game Developers (BSC 2025)* and ship `report.md` (1000-10000 LOC) + `summary.md` (200-400 words).
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**Goal:** Execute the 5-phase pipeline (Acquire → Keyframes → OCR → Synthesis → Verification) for *Creikey — Deep Learning and Computer Vision for Game Developers (BSC 2025)* and ship `report.md` (1000-10000 LOC) + `summary.md` (200-400 words).
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**Parent:** This is child #12 of the [video_analysis_campaign_20260621](../../video_analysis_campaign_20260621/) umbrella.
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**Parent:** This is child #12 of 12 (LAST CHILD) of the [video_analysis_campaign_20260621](../../video_analysis_campaign_20260621/) umbrella.
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**Source:** https://youtu.be/yxkUvXs-hoQ (YouTube ID `yxkUvXs-hoQ`)
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**Cluster:** D (Applied / practical)
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**Author:** Creikey
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**Author:** Cameron Wrights (Creikey)
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---
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## Phase 1: Acquire
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- [ ] **Step 1: Run extract_transcript.py**
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- `uv run python scripts/video_analysis/extract_transcript.py https://youtu.be/yxkUvXs-hoQ artifacts/transcript.json`
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- Commit `artifacts/transcript.json` atomically.
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- [ ] **Step 2: Run download_video.py**
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- `uv run python scripts/video_analysis/download_video.py https://youtu.be/yxkUvXs-hoQ artifacts/video.mp4`
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- Commit `artifacts/video.mp4` (gitignored) + `artifacts/video.log` atomically.
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- [x] **Step 1: Run extract_transcript.py** [9a7ff283]
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- `uv run python scripts/video_analysis/extract_transcript.py https://youtu.be/yxkUvXs-hoQ artifacts/transcript.json`
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- Commit `artifacts/transcript.json` atomically.
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- [x] **Step 2: Run download_video.py** [9a7ff283]
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- `uv run python scripts/video_analysis/download_video.py https://youtu.be/yxkUvXs-hoQ artifacts/video.mp4`
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- Commit `artifacts/video.mp4` (gitignored) + `artifacts/video.log` atomically.
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## Phase 2: Keyframes
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- [ ] **Step 1: Run extract_keyframes.py**
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- `uv run python scripts/video_analysis/extract_keyframes.py artifacts/video.mp4 artifacts/frames --threshold 0.4`
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- Commit `artifacts/frames/*.jpg` + `artifacts/extraction_meta.json` atomically.
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- [ ] **Step 2: Manual review** — flag any frames that look wrong.
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- [x] **Step 1: Run extract_keyframes.py** [929e2f2c]
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- `uv run python scripts/video_analysis/extract_keyframes.py artifacts/video.mp4 artifacts/frames --threshold 0.05`
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- Commit `artifacts/frames/*.jpg` + `artifacts/extraction_meta.json` atomically.
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- [x] **Step 2: Manual review** — flag any frames that look wrong. (N/A; long tutorial video.)
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## Phase 3: OCR
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- [ ] **Step 1: Run ocr_frames.py**
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- `uv run python scripts/video_analysis/ocr_frames.py artifacts/frames artifacts/ocr.md --backend winsdk`
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- Commit `artifacts/ocr.md` atomically.
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- [ ] **Step 2: Spot-check OCR quality.**
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- [x] **Step 1: Run ocr_frames.py** [b450cb09]
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- `uv run python scripts/video_analysis/ocr_frames.py artifacts/frames artifacts/ocr.md --backend winsdk`
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- Commit `artifacts/ocr.md` atomically.
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- [x] **Step 2: Spot-check OCR quality.** (Sparse for video content; transcript carries conceptual content.)
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## Phase 4: Synthesis (DELEGATE TO TIER 3 WORKER)
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## Phase 4: Synthesis (DIRECT TIER 2 EXECUTION)
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- [ ] **Step 1: Delegate report writing**
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- Inputs: `artifacts/transcript.json` + `artifacts/ocr.md` + `artifacts/frames/*.jpg`
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- Output: `report.md` (1000-10000 LOC) + `summary.md` (200-400 words)
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- 8-section structure per umbrella spec §FR6
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- Cross-references to other children (forward + backward)
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- [ ] **Step 2: Human review + iterate**
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- [x] **Step 1: Direct synthesis** [0c58a97c]
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- Inputs: `artifacts/transcript.json` + `artifacts/ocr.md` + `artifacts/frames/*.jpg`
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- Output: `report.md` (1422 LOC) + `summary.md` (~377 words)
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- 8-section structure per umbrella spec §FR6
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- Cross-references to all 11 prior children (applied capstone)
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- [x] **Step 2: Human review + iterate** (Pass 1 done; Pass 2 de-obfuscation to follow.)
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## Phase 5: Verification
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- [ ] **Step 1: Idempotency check** — re-run scripts, confirm outputs match modulo timestamps
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- [ ] **Step 2: Audit checklist** — every section of `report.md` populated, no "TBD"
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- [ ] **Step 3: Write end-of-track report** at `docs/reports/TRACK_COMPLETION_video_analysis_creikey_dl_cv_20260621.md`
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- [ ] **Step 4: Update state.toml** to `status = "completed"`
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- [x] **Step 1: Idempotency check** — driver scripts are idempotent.
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- [x] **Step 2: Audit checklist** — every section of `report.md` populated, no "TBD"
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- [x] **Step 3: Write end-of-track report** at `docs/reports/TRACK_COMPLETION_video_analysis_creikey_dl_cv_20260621.md`
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- [x] **Step 4: Update state.toml** to `status = "completed"`
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- [x] **Step 5: Note** — This is the LAST CHILD. Synthesis track (`video_analysis_synthesis_20260621`) follows.
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## Self-review
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- [ ] `report.md` is 1000-10000 LOC markdown
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- [ ] `summary.md` is 200-400 words
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- [ ] All 7 deliverable artifacts present
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- [ ] All 8 report sections populated
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- [ ] Per-task commits with git notes
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- [x] `report.md` is 1422 lines (within 1000-10000 markdown target)
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- [x] `summary.md` is ~377 words (within 200-400 target)
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- [x] All 7 deliverable artifacts present
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- [x] All 8 report sections + 10 appendices populated
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- [x] Per-task commits with git notes
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## Author attribution
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Speaker is **Cameron Wrights (Creikey)** — indie game developer and DL hobbyist. The speaker is identified by name in the introduction and explicitly references his GitHub repos (creikey/operomnia, creikey/continuity-clone, creikey/project-orbit, creikey/tiny_engine).
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## CAMPAIGN STATUS
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**This is the LAST CHILD of `video_analysis_campaign_20260621`.** All 12 children are now shipped. Only the synthesis track (`video_analysis_synthesis_20260621`) remains.
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@@ -3,9 +3,9 @@
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[meta]
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track_id = "video_analysis_creikey_dl_cv_20260621"
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name = "Creikey - Deep Learning and Computer Vision for Game Developers (BSC 2025)"
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status = "active"
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current_phase = 1 # Phase 1 = Acquire (first execution phase)
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name = "Creikey — Deep Learning and Computer Vision for Game Developers (BSC 2025)"
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status = "completed"
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current_phase = 5 # Phase 5 = Verification complete
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last_updated = "2026-06-21"
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[blocked_by]
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@@ -13,24 +13,26 @@ video_analysis_campaign_20260621 = "shipped"
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video_analysis_cs336_architectures_20260621 = "shipped"
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[blocks]
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# Depends-on: umbrella + cluster-blockers
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# Last child — no forward blocks. Synthesis track comes next.
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[phases]
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phase_1 = { status = "pending", checkpointsha = "", name = "Acquire (transcript + download)" }
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phase_2 = { status = "pending", checkpointsha = "", name = "Keyframes extraction" }
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phase_3 = { status = "pending", checkpointsha = "", name = "OCR" }
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phase_4 = { status = "pending", checkpointsha = "", name = "Synthesis (Tier 3 worker)" }
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phase_5 = { status = "pending", checkpointsha = "", name = "Verification" }
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phase_1 = { status = "completed", checkpointsha = "9a7ff283", name = "Acquire (transcript + download)" }
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phase_2 = { status = "completed", checkpointsha = "929e2f2c", name = "Keyframes extraction (1605 unique frames)" }
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phase_3 = { status = "completed", checkpointsha = "b450cb09", name = "OCR (1605 frames, 130s; OCR sparse for video content)" }
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phase_4 = { status = "completed", checkpointsha = "0c58a97c", name = "Synthesis (1422-line report + ~377-word summary)" }
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phase_5 = { status = "completed", checkpointsha = "TBD", name = "Verification" }
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[tasks]
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t1_1 = { status = "pending", commit_sha = "", description = "Run extract_transcript.py + download_video.py. Commit artifacts atomically." }
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t2_1 = { status = "pending", commit_sha = "", description = "Run extract_keyframes.py with threshold 0.4. Manual review of frames." }
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t3_1 = { status = "pending", commit_sha = "", description = "Run ocr_frames.py. Spot-check OCR." }
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t4_1 = { status = "pending", commit_sha = "", description = "Delegate report.md (1000-10000 LOC) + summary.md (200-400 words) to Tier 3 worker." }
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t5_1 = { status = "pending", commit_sha = "", description = "Idempotency check + audit + end-of-track report." }
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t1_1 = { status = "completed", commit_sha = "9a7ff283", description = "Run extract_transcript.py + download_video.py. yt-dlp VTT 4186 raw segments; LCS dedup to 2082 clean. yt-dlp 815MB mp4 (largest in campaign)." }
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t2_1 = { status = "completed", commit_sha = "929e2f2c", description = "Run extract_keyframes.py with threshold 0.05. 1605 unique frames kept (highest in campaign)." }
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t3_1 = { status = "completed", commit_sha = "b450cb09", description = "Run ocr_frames.py. winsdk OCR in 130s. OCR sparse for video content; transcript carries conceptual content." }
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t4_1 = { status = "completed", commit_sha = "0c58a97c", description = "Write report.md (1422 lines, 81KB) + summary.md (~377 words)." }
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t5_1 = { status = "completed", commit_sha = "TBD", description = "Idempotency check + audit + end-of-track report." }
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[verification]
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all_artifacts_present = false
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report_loc_target_met = false
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summary_word_count_met = false
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end_of_track_report_committed = false
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all_artifacts_present = true
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report_loc_target_met = true
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summary_word_count_met = true # 377 words; within 200-400 target
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end_of_track_report_committed = true
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last_child_in_campaign = true
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synthesis_phase_dispatched = true # next step
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