conductor(deob_umbrella): Initialize Pass 2 de-obfuscation campaign umbrella

Pass 2 of 3 multi-pass research campaign. 5 folders total (1 umbrella + 1 warmup + 3 phase children).
- Umbrella spec.md (~400 lines): full design, philosophy, 3-layer deliverable, verification
- Multi-pass framing: Pass 1 = extraction (done), Pass 2 = de-obfuscation (this), Pass 3 = projection (future user-led)
- De-obfuscation philosophy: constructive type theory + Wildberger finitism + boundedness for knowledge + cycles/iteration explicit + etymology-aware
- 4 verification criteria: lossless, bounded, constructively typed, etymology-cited
- Multi-layer deliverable per video: translation (side-by-side) + replacement (re-encoded) + decoder (per-term etymology)
- Phase 0: USER action item (gather 3-10 samples of past de-obfuscation notes)

conductor/tracks/video_analysis_deob_20260621/state.toml

@@ -0,0 +1,87 @@
+# Track state for video_analysis_deob_20260621
+# Updated by Tier 1 Orchestrator (initially) and Tier 2 Tech Lead (during execution)
+
+[meta]
+track_id = "video_analysis_deob_20260621"
+name = "Video Analysis De-obfuscation Campaign (Pass 2 of 3)"
+status = "active"
+current_phase = 0  # Phase 0 = waiting for user samples
+last_updated = "2026-06-21"
+
+[blocked_by]
+# Independent umbrella. No blockers.
+
+[blocks]
+# This umbrella blocks (via dependency graph, not direct block):
+# - video_analysis_deob_lexicon_20260621 (blocked by warmup)
+# - video_analysis_deob_pilot_20260621 (blocked by lexicon)
+# - video_analysis_deob_apply_20260621 (blocked by pilot)
+# The umbrella is a coordination artifact, not a literal block.
+
+[phases]
+phase_0 = { status = "in_progress", checkpointsha = "", name = "User samples provided (USER action item)" }
+phase_1 = { status = "pending", checkpointsha = "", name = "Warmup (precursor) - report.md + prompt_template.md" }
+phase_2 = { status = "pending", checkpointsha = "", name = "Phase 1 child: Lexicon refinement" }
+phase_3 = { status = "pending", checkpointsha = "", name = "Phase 2 child: Pilot on 2 videos" }
+phase_4 = { status = "pending", checkpointsha = "", name = "Phase 3 child: Apply to remaining 10 + synthesis" }
+phase_5 = { status = "pending", checkpointsha = "", name = "Campaign closeout" }
+
+[tasks]
+# Phase 0 (USER action)
+t0_1 = { status = "pending", commit_sha = "", description = "User gathers 3-10 samples of past de-obfuscation notes and places them in conductor/tracks/video_analysis_deob_warmup_20260621/samples/" }
+
+# Phase 1 (warmup)
+t1_1 = { status = "pending", commit_sha = "", description = "Initialize warmup track: create plan.md + metadata.json + state.toml" }
+t1_2 = { status = "pending", commit_sha = "", description = "Survey the samples: term frequency, structural patterns, form projection heuristics, noise-dedup maps (Tier 3 worker)" }
+t1_3 = { status = "pending", commit_sha = "", description = "Write report.md (~1000-3000 LOC) - design philosophy + curated lexicon + 3 noise-dedup maps + sample transformations" }
+t1_4 = { status = "pending", commit_sha = "", description = "Write prompt_template.md (~200-500 LOC) - LLM-direct operational spec" }
+t1_5 = { status = "pending", commit_sha = "", description = "User review + approval of the lexicon + template" }
+
+# Phase 2 (lexicon child)
+t2_1 = { status = "pending", commit_sha = "", description = "Initialize lexicon child track" }
+t2_2 = { status = "pending", commit_sha = "", description = "Refine warmup's draft: add 5-10 test cases, add form anchor requirement, add cross-references" }
+t2_3 = { status = "pending", commit_sha = "", description = "Produce lexicon.md + terms_catalog.md + dedup_map.md" }
+t2_4 = { status = "pending", commit_sha = "", description = "User review + approval before Phase 3 starts" }
+
+# Phase 3 (pilot child)
+t3_1 = { status = "pending", commit_sha = "", description = "Initialize pilot child track" }
+t3_2 = { status = "pending", commit_sha = "", description = "Apply lexicon to cs229_building_llms - produce 3-layer deliverable in artifacts/cs229_building_llms/" }
+t3_3 = { status = "pending", commit_sha = "", description = "Apply lexicon to entropy_epiplexity - produce 3-layer deliverable in artifacts/entropy_epiplexity/" }
+t3_4 = { status = "pending", commit_sha = "", description = "Write pilot_report.md - lexicon refinements, gaps, process improvements" }
+t3_5 = { status = "pending", commit_sha = "", description = "User review + approval before Phase 4 starts" }
+
+# Phase 4 (apply child)
+t4_1 = { status = "pending", commit_sha = "", description = "Initialize apply child track" }
+t4_2 = { status = "pending", commit_sha = "", description = "Apply refined lexicon to 10 remaining Pass 1 reports - produce 3-layer deliverables" }
+t4_3 = { status = "pending", commit_sha = "", description = "Apply refined lexicon to cross-cutting synthesis - produce 3-layer deliverable" }
+t4_4 = { status = "pending", commit_sha = "", description = "Write apply_report.md - final lexicon v2, process refinements, open questions for Pass 3" }
+
+# Phase 5 (closeout)
+t5_1 = { status = "pending", commit_sha = "", description = "Update umbrella README.md with final statuses" }
+t5_2 = { status = "pending", commit_sha = "", description = "Update umbrella state.toml to status = 'completed'" }
+t5_3 = { status = "pending", commit_sha = "", description = "Write end-of-track report at docs/reports/TRACK_COMPLETION_video_analysis_deob_20260621.md" }
+t5_4 = { status = "pending", commit_sha = "", description = "Move all 5 folders to conductor/archive/" }
+t5_5 = { status = "pending", commit_sha = "", description = "Update conductor/chronology.md with 5 new rows" }
+t5_6 = { status = "pending", commit_sha = "", description = "Update conductor/tracks.md to remove from Active Tracks" }
+
+[verification]
+warmup_shipped = false
+lexicon_shipped = false
+pilot_shipped = false
+apply_shipped = false
+end_of_track_report_committed = false
+all_5_folders_archived = false
+chronology_updated = false
+user_approved_at_each_phase = false
+
+[user_directives_logged]
+unorthodox_curation = "Per user 2026-06-21: 'I have a very unorthodox take for how I curate knowledge, especially formal knowledge in the math and sciences.'"
+constructive_type_theory = "Per user 2026-06-21: 'I like Norman Wildberger's work. And I like the constructivist current progress on type theories as a foundational system.'"
+bounded_for_knowledge = "Per user 2026-06-21: 'No observer or mechanism or construct can be infinite in resolution or quantification. To have distinction must have a bounds.'"
+cycles_iteration_allowed = "Per user 2026-06-21: 'Infinite is okay well handled CORRECTLY... What can be indefinite is that can be subjected upon is that of cycles, that of iteration, that of repetition.'"
+warmup_evidence_based = "Per user 2026-06-21: 'I can provide samples of notes I've done but it will take time and might be best to leave to a warmup track to gather and survey those, to then codify how this de-obfuscation via an llm following that within a track's plan would do.'"
+multi_layer_deliverable = "Per user 2026-06-21: 'Multi-layer for sure'"
+report_plus_template = "Per user 2026-06-21: warmup output is 'report.md (research style) + the actionable template which can reference the report among the samples as well'"
+hybrid_umbrella = "Per user 2026-06-21: 'I like having that umbrella track similar to the campaign track for the first pass'"
+same_directories = "Per user 2026-06-21: 'You just make new files for pass 2 in the same directories'"
+no_day_estimates = "Per conductor/workflow.md Tier 1 Track Initialization Rules (added 2026-06-16). Scope measured in files/sites only."