manual_slop/conductor/archive/analysis/video_analysis_deob_20260621

Video Analysis De-obfuscation Campaign (2026-06-21) — Pass 2 of 3

Status: Active (spec approved 2026-06-21) Owner: Tier 1 Orchestrator (umbrella spec); Tier 2 Tech Lead (per-track execution) Type: Multi-track research campaign (5 folders total) User-as-source: The warmup is blocked on the user providing samples (Phase 0).

This is Pass 2 of 3 in the research campaign to penetrate the AI field. See spec.md for the full design and the user's de-obfuscation philosophy (constructive type theory, bounded forms, cycles/iteration explicit, etymology-aware).

Children

Precursor (standalone, not a child of this umbrella)

	Track	Status	Notes
Warmup	../video_analysis_deob_warmup_20260621/	[ ]	Produces report.md + prompt_template.md from the user's past samples. User must provide samples first. Blocks the 3 children below.

Phase children (3)

#	Track	Status	Input	Output
1	../video_analysis_deob_lexicon_20260621/	[ ]	Warmup's report.md + prompt_template.md	lexicon.md + terms_catalog.md + dedup_map.md
2	../video_analysis_deob_pilot_20260621/	[ ]	Lexicon + 2 Pass 1 reports (cs229_building_llms, entropy_epiplexity)	2× 3-layer deliverables + pilot_report.md
3	../video_analysis_deob_apply_20260621/	[ ]	Refined lexicon + 10 Pass 1 reports + 1 synthesis	11× 3-layer deliverables + apply_report.md

Dependency graph

WARMUP (precursor) ──► PHASE 1 (lexicon) ──► PHASE 2 (pilot) ──► PHASE 3 (apply)
        │                    │                    │                    │
        └────────────────────┴────────────────────┴────────────────────┘
                                  blocked_by chain

Status legend

• [ ] not started
• [~] in progress
• [x] shipped
• [!] blocked

Cluster / phase legend

• Warmup — research-style track; produces the initial lexicon + LLM prompt template
• Phase 1 (lexicon) — refines the warmup's draft into a codified operational spec
• Phase 2 (pilot) — applies the lexicon to 2 videos (1 foundational + 1 math-heavy) for validation
• Phase 3 (apply) — applies the refined lexicon to the remaining 10 + synthesis

Multi-layer deliverable (per video)

For each de-obfuscated video, the output is 3 files in artifacts/<slug>/:

1. translation.md — side-by-side table: original expression ↔ re-encoded form
2. deobfuscated.md — the re-encoded report (replacement; same 8-section structure as Pass 1)
3. decoder.md — per-term decoder: form anchor, etymology, definition history, link to original section

Verification (4 criteria per deliverable)

• Lossless — every Pass 1 concept is represented
• Bounded — no ∞_val or ∞_card; all values are finite forms
• Constructively typed — every expression has a type
• Etymology-cited — every new term has a 1-line origin + 1-line definition history in the decoder

See also

• spec.md — full design (15 sections, ~400 lines)
• plan.md — campaign-level plan
• metadata.json — scope, risk register, verification criteria
• state.toml — current phase + task tracking
• ../video_analysis_campaign_20260621/spec.md §0, §11 — multi-pass framing (Pass 1 → Pass 2 handoff)
• ../intent_dsl_survey_20260612/report_v1.2.md — sibling DSL (tool-verb DSL for AI agents; shares philosophy but is for tool verbs, not math re-encoding)