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conductor(deob_umbrella): Add session report for compact + re-warm

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The session covered:
- Pass 1 scaffolding + 12 children + 1 synthesis (2026-06-21)
- Pass 2 scaffolding (warmup + 3 phase children)
- Warmup: 158 user samples → 10 cluster sub-reports + report.md + prompt_template.md (Tier 2 + 6 surgical edits)
- Lexicon: 3 deliverables with 16 [user-also-accepted] tags + §3.5 → Appendix B
- Pilot: 2 videos × 3-layer deliverables + pilot_report.md (8 refinements + 5 gaps + 3 process improvements)
- Apply: scaffolded with 2 user refinements (decompress names + operator reference)

15 sections, ~1,200 LOC. Designed for re-warming after context compaction.

Re-warm checklist (in §15):
1. Read this file
2. Verify git status (should be clean; on master)
3. If continuing Phase 3 dispatch: read video_analysis_deob_apply_20260621/TIER2_STARTER.md
4. If reviewing the campaign: read video_analysis_deob_20260621/README.md

Next step: dispatch Tier 2 on Phase 3 (apply) using:
  /tier-2-auto-execute video_analysis_deob_apply_20260621
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Edward R. Gonzalez
2026-06-23 18:06:00 -04:00
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conductor/tracks/video_analysis_deob_20260621/SESSION_REPORT.md
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# Session Report: Video Analysis Campaign + De-obfuscation (Pass 1 + Pass 2 Warmup/Lexicon/Pilot)
**Date:** 2026-06-21 (Pass 1 scaffolding + 12 children + 1 synthesis) through 2026-06-23 (Pass 2 warmup → lexicon → pilot → apply scaffolded)
**Branch:** `master` (per Tier 2 sandbox convention; the user reviews/merges per preferred workflow)
**Purpose of this report:** Capture the full session context so the conversation can be compacted and re-warmed. When re-warming, the next agent should read this file first, then the TIER2_STARTER.md of the track being dispatched.
---
## 1. The 3-pass research campaign (the big picture)
| Pass | Goal | Status |
|---|---|---|
| **Pass 1 (DONE)** | Information extraction + distillation. 12 curated YouTube videos → transcripts, keyframes, OCR, deep-dive reports (1000-10000 LOC each) + 1 cross-cutting synthesis. | SHIPPED. 14 folders at `conductor/tracks/video_analysis_*_20260621/`. |
| **Pass 2 (IN PROGRESS)** | De-obfuscation. Apply the user's constructive type-theoretic re-encoding DSL to the Pass 1 reports. Multi-layer deliverable per video: translation / replacement / decoder. | Warmup + Lexicon + Pilot SHIPPED. Apply (Phase 3) SCAFFOLDED, ready for Tier 2 dispatch. |
| **Pass 3 (FUTURE, USER-LED)** | Projection to applied domain. Apply the de-obfuscated outputs to the user's preferred code style (handmade/data-oriented/GPGPU; Lottes/Onat/Jebrim). | Not started. User must articulate "own caveats" first. |
**Lossless preservation directive (load-bearing):** Pass 1 artifacts must NOT be over-summarized (data cascades to Pass 2/3). Pass 2 produces lossless re-encodings; Pass 3 projects them.
---
## 2. The 5 folders of Pass 2 (at `conductor/tracks/`)
| Folder | Purpose | Status |
|---|---|---|
| `video_analysis_deob_warmup_20260621/` | Precursor. Produces `report.md` + `prompt_template.md` from the user's past samples (158 files in `samples/`, gitignored). | SHIPPED 2026-06-23 (b7988c49 + 6 surgical-edit commits). |
| `video_analysis_deob_lexicon_20260621/` | Phase 1. Refines warmup into codified operational spec (`lexicon.md` + `terms_catalog.md` + `dedup_map.md`). | SHIPPED 2026-06-23 (5 atomic commits, b7988c49 end-of-track). |
| `video_analysis_deob_pilot_20260621/` | Phase 2. Applies lexicon to 2 videos (cs229 + entropy_epiplexity). Validates + captures refinements. | SHIPPED 2026-06-23 (5f4448de end-of-track). |
| `video_analysis_deob_apply_20260621/` | Phase 3. **FINAL phase of Pass 2.** Applies refined lexicon to 10 remaining videos + 1 synthesis. 34 deliverables. | SCAFFOLDED 2026-06-23. **Ready for Tier 2 dispatch.** |
| `video_analysis_deob_20260621/` | Umbrella. Coordinates the 4 sub-tracks. The campaign-level design. | SHIPPED 2026-06-21 (5 files: spec/plan/metadata/state/README). |
**Dependency chain:**
```
WARMUP (shipped) ──► LEXICON (shipped) ──► PILOT (shipped) ──► APPLY (scaffolded, ready)
│
▼
(Pass 2 complete)
│
▼
Pass 3 (future, user-led)
```
---
## 3. Pass 1 status (the input to Pass 2)
**Pass 1 was actually completed BEFORE this session** (per the user message "So I had the tier-2 go at it"). The recent commits show Pass 1 shipped with all 12 children + 1 synthesis:
| Folder | Slug | YouTube ID | Status |
|---|---|---|---|
| `video_analysis_campaign_20260621/` | umbrella | — | SHIPPED |
| `video_analysis_cs229_building_llms_20260621/` | cs229_building_llms | 9vM4p9NN0Ts | SHIPPED |
| `video_analysis_probability_logic_20260621/` | probability_logic | 0yF9TvMeAzM | SHIPPED |
| `video_analysis_entropy_epiplexity_20260621/` | entropy_epiplexity | _U8AwUq_aJQ | SHIPPED |
| `video_analysis_score_dynamics_giorgini_20260621/` | score_dynamics_giorgini | P75iVMmbqQk | SHIPPED |
| `video_analysis_platonic_intelligence_kumar_20260621/` | platonic_intelligence_kumar | 1mXUFweWOug | SHIPPED |
| `video_analysis_free_lunches_levin_20260621/` | free_lunches_levin | K8BmMU1Tm-I | SHIPPED |
| `video_analysis_generic_systems_fields_20260621/` | generic_systems_fields | QeMajYvhEbI | SHIPPED |
| `video_analysis_brain_counterintuitive_20260621/` | brain_counterintuitive | cDxtFtoQVNc | SHIPPED |
| `video_analysis_neural_dynamics_miller_20260621/` | neural_dynamics_miller | 0BS-BzEFTXA | SHIPPED |
| `video_analysis_multiscale_hoffman_20260621/` | multiscale_hoffman | YnfaT5APPB0 | SHIPPED |
| `video_analysis_cs336_architectures_20260621/` | cs336_architectures | lVynu4bo1rY | SHIPPED |
| `video_analysis_creikey_dl_cv_20260621/` | creikey_dl_cv | yxkUvXs-hoQ | SHIPPED |
| `video_analysis_synthesis_20260621/` | synthesis (cross-cutting) | — | SHIPPED |
The 2 videos the pilot de-obfuscated (cs229_building_llms + entropy_epiplexity) are part of the 12 Pass 1 outputs. The pilot's deliverables are in `video_analysis_deob_pilot_20260621/artifacts/<slug>/`.
---
## 4. Pass 2 timeline (this session)
### 2026-06-21: Pass 1 scaffolding + Pass 2 campaign scaffolding
Initial user request: "I need to make a series of tracks for doing an analysis of several videos..."
**Created:**
- `video_analysis_campaign_20260621/` — Pass 1 umbrella (spec, plan, metadata, state, README, TIER2_STARTER)
- 12 child spec.md files (one per video) — lightweight
- 1 synthesis spec.md
- `tracks.md` row 26 registered
### 2026-06-23: Pass 2 scaffolding + warmup + lexicon + pilot + apply
User said: "ok they finished the first pass" (Pass 1 was actually done).
**Pass 2 brainstorming:** User described their de-obfuscation philosophy:
- Constructive type theory as foundation
- Boundedness for direct knowledge (no `∞_val`)
- Cycles/iteration allowed but expressed explicitly
- Etymology-aware lexicon
- Evidence-based (from user's past samples, not invented)
- 3-pass context (warmup → lexicon → pilot → apply; each with its own scope)
**Pass 2 created:**
- `video_analysis_deob_20260621/` — Pass 2 umbrella (5 files)
- `video_analysis_deob_warmup_20260621/` — precursor (4 files; samples in `samples/`, gitignored)
- 3 phase children (lightweight spec.md; full plan/metadata/state + TIER2_STARTER added later)
- `tracks.md` row 29 registered
- `video_analysis_campaign_20260621/spec.md` §11.1 updated to reference new design
**Tier 2 execution of warmup:**
- User provided 158 sample files in `samples/` (gitignored)
- Tier 2 surveyed 100% of samples via 4 parallel sub-agents → 10 cluster sub-reports (~2,491 LOC, 137 patterns)
- Tier 2 produced `report.md` (576 lines) + `prompt_template.md` (~430 lines) + 10 cluster sub-reports
- Tier 2 honored 2026-06-23 secular sanitization (esoteric content moved to `cluster_0_twitter.md`)
- Tier 2 honored 2026-06-23 encoding-explicit + lossless compression history refinements
- Commit: `b7988c49` (end-of-track report)
**User review of warmup:** User said: "I'm not sure if they took some of the sessions I had with llms to literally or as a source of truth instead of a guideance or ideation towards a good de-obfuscation scheme."
I reviewed and found the Tier 2 over-cited the user's specific implementations (Sectored Language V1, LLM session patterns, GA reinterpretations, classical Greek/Latin) as the canonical scheme, when they should be optional output conventions.
**6 surgical edits applied** to `report.md` and `prompt_template.md` (commit `c7b6c6c9`):
1. `report.md` §3.4 — Tier 4 reading guide: principled vs user-specific
2. `report.md` §3.5 — Sectored Language is user's preference, not scheme-canonical
3. `report.md` §4.4 — Real=Imaginary=Bivector is user's GA reinterpretation, not scheme-canonical dedup
4. `report.md` §6.2 — 4-layer output format is OPTIONAL (not mandatory)
5. `prompt_template.md` "Your role" — added "Scheme-canonical vs. user-specific" bullet, removed "Construct, not Invent"
6. `prompt_template.md` "The Sectored Language Operator Names" — labeled OPTIONAL
7. `prompt_template.md` verification checklist — "User-specific conventions applied only when appropriate"
**Tier 2 execution of lexicon (Phase 1):**
- Consumed the warmup's `report.md` (now 714 lines) + `prompt_template.md` (now 332 lines)
- Refined into 3 deliverables: `lexicon.md` (924 LOC), `terms_catalog.md` (156 LOC), `dedup_map.md` (224 LOC)
- FormALIZED the surgical-edits distinction: 16 `[user-also-accepted]` tags, 4 `[principled]` + 4 `[user-preferred]` tags, §3.5 moved to Appendix B, esoteric content excluded
- Addressed 31 unresolved items (14 defined, 16 deferred, 1 excluded secular)
- Commit: `b7988c49` (end-of-track report for lexicon; shared commit hash with warmup)
**Tier 2 execution of pilot (Phase 2):**
- Applied lexicon to 2 videos: cs229_building_llms + entropy_epiplexity
- Produced 6 deliverables: 3-layer per video (translation + deobfuscated + decoder) = 1,566 LOC + pilot_report.md (438 LOC)
- 4 verification criteria met for both videos
- 8 refinements discovered + 5 gaps + 3 process improvements
- Commits: `2cf39fc8` (cs229) + `a3f4877f` (entropy) + `b0be716d` (pilot_report) + `8f64127f` (end-of-track)
**User review of pilot:** User said: "My issue I guess is I'd like maybe 1 layer of decompression where name binded terms are not single-letters ideally unless its vary obvious what that term is to an uninitiated. I don't watn the llm to be afriad to transalte expesssions to multi-line definitions if ncessary or constructions to build them up. operators used need a indexed table unless the warmup has it for what their behavior is."
I applied 2 user refinements (commits `59d048b5` + apply scaffold `da84e800`):
1. **Decompress names AND expressions** rule added to `prompt_template.md` "Your role" with 4 concrete examples
2. **§9 Operator reference (indexed)** added to `report.md` with 13 categories of operators (arithmetic, comparison, logical, set-theoretic, type-theoretic, constructors, data-oriented, pipeline, sectors, type-class resolution, process, procedural/functional, why-this-exists)
**Phase 3 (apply) scaffolded** with full plan/metadata/state/TIER2_STARTER + spec updates.
---
## 5. Git commit log (this session)
| Commit | Description |
|---|---|
| `b184250b` | Umbrella (Pass 1, video_analysis_campaign_20260621) — 5 files, 881 insertions |
| `1b40fa53` | 12 child + 1 synthesis spec.md (Pass 1) — 13 files, 1238 insertions |
| `de011313` | tracks.md row 26 |
| `6533b712` | Enhanced plan.md (Pass 1) with Phase 0+1 detail |
| `3529161b` | TIER2_STARTER.md (Pass 1) |
| `59ba8ff2` | Pass 2 umbrella (video_analysis_deob_20260621) — 5 files, 741 insertions |
| `f8307988` | Warmup (4 files, 580 insertions) |
| `256af96b` | 3 phase child specs |
| `e768e98d` | tracks.md row 29 + Pass 1 §11.1 update |
| `bc3d1782` | Lexicon child full scaffold (5 files) |
| `98624260` | Warmup TIER2_STARTER.md |
| `c7b6c6c9` | **6 surgical edits** to warmup's report.md + prompt_template.md |
| `3af01119` | Pilot full scaffold (5 files, 619 insertions) |
| `8297c021` | Phase 1 (lexicon) marked completed |
| `5b4448de` | Phase 2 (pilot) marked completed |
| `b7988c49` | **TIER 2 SHIPPED warmup + lexicon** (end-of-track reports) |
| `2cf39fc8` | **TIER 2 SHIPPED pilot** — cs229 3 deliverables (832 LOC) |
| `a3f4877f` | pilot — entropy_epiplexity 3 deliverables (728 LOC) |
| `b0be716d` | pilot — pilot_report.md (438 LOC) |
| `8f64127f` | pilot — end-of-track report (284 LOC) |
| `59d048b5` | **2 user refinements** to warmup (decompress names + §9 operator reference) |
| `da84e800` | **Apply (Phase 3) full scaffold** (5 files, 736 insertions) |
---
## 6. Key user directives (load-bearing)
The user's philosophical framework anchors every decision. Capture in every re-warmed session:
| Directive | Source |
|---|---|
| **Constructive type theory as foundation** | 2026-06-21 |
| **Boundedness for direct knowledge** (no `∞_val`; `∞_proc` allowed as `Stream A = nat -> A`; `∞_card` banned) | 2026-06-21 |
| **Cycles/iteration allowed but expressed explicitly** (infinite as cycles, iteration, repetition; not as values) | 2026-06-21 |
| **Etymology-aware lexicon** (1-line origin + 1-line definition history; 4-language pattern for user-also-accepted terms) | 2026-06-21 |
| **Lossless with explicit compression history** (every transformation includes "Compression notes" listing axioms dropped) | 2026-06-23 |
| **Encoding-explicit** (every value-bearing term has `encoding:` attribute; default `float64`) | 2026-06-23 |
| **Honest epistemic hedging** (per the "Don't know what `<<` here is" / "Me fucking around" style) | 2026-06-21 |
| **Secular sanitization** (esoteric content — Witness/Vessel/Aether ontology, classical philosophy — NOT in public deliverables; stays in `cluster_0_twitter.md`) | 2026-06-23 |
| **Principled vs user-specific distinction** (LLM produces principled re-encoding; user-specific forms are opt-in; Sectored Language V1 + GA reinterpretations + classical Greek/Latin are USER preferences, not scheme-canonical) | 2026-06-23 surgical edits |
| **Decompress names AND expressions** (descriptive names, NOT single letters; multi-line constructions preferred) | 2026-06-23 |
| **Use the operator reference** (`report.md` §9 — 13 categories of operators with behavior + type signatures) | 2026-06-23 |
| **3 pilot process improvements** (3-column translation tables; tier-categorized decoders; split end-of-apply report) | 2026-06-23 |
| **No day estimates** (per `conductor/workflow.md` Tier 1 Track Initialization Rules) | 2026-06-16 |
---
## 7. The 9 user-refinements to load-bearing constraints (cumulative)
| # | Refinement | Date | Where applied |
|---|---|---|---|
| 1 | **Boundedness for direct knowledge** (∞_val banned, ∞_proc allowed, ∞_card banned) | 2026-06-21 | warmup §1.1, lexicon §1.1, prompt_template Rule 1 |
| 2 | **Lossless with compression history** | 2026-06-23 | warmup §1.12, lexicon §1.4, prompt_template Rule 4 |
| 3 | **Encoding-explicit** (Rule 5) | 2026-06-23 | warmup §1.13, lexicon §1.5, prompt_template Rule 5 |
| 4 | **Secular sanitization** (esoteric content excluded) | 2026-06-23 | warmup §1.11 + cluster_0_twitter.md |
| 5 | **Principled vs user-specific formalization** (16 [user-also-accepted] tags, §3.5 to Appendix B, esoteric content OUT) | 2026-06-23 (surgical edits) | lexicon.md §0.1-§0.3, dedup_map.md, prompt_template.md "Your role" |
| 6 | **3 pilot process improvements** (3-column translation; tier-categorized decoder; split end-of-apply report) | 2026-06-23 (pilot) | apply TIER2_STARTER + plan.md |
| 7 | **Decompress names AND expressions** (descriptive names; multi-line constructions) | 2026-06-23 (user feedback) | prompt_template.md "Your role", apply TIER2_STARTER |
| 8 | **Use the operator reference** (`report.md` §9 — 13 categories; the LLM should consult when applying the de-obfuscation) | 2026-06-23 (user feedback) | report.md §9 (new section, 177 insertions), apply TIER2_STARTER |
| 9 | **The 31 unresolved items from the warmup** (12 from §A.3 + 19 from §11.3; 14 defined by lexicon, 16 deferred, 1 excluded secular) | 2026-06-23 (lexicon) | lexicon.md §A.3 + §11.3 |
---
## 8. The 5 rules (the spine of the de-obfuscation)
Every re-encoding in Pass 2 must satisfy all 5 rules. The LLM is invoked with these 5 rules + the lexicon + the operator reference.
1. **Boundedness** — every value is a finite form. `∞_val` banned; `∞_proc` allowed (as `Stream A = nat -> A`); `∞_card` banned; `Real` as a value BANNED; `kind : Real` resolves to `quantity : float64`. **The `while` operator is BANNED**; use `for`, `iterate`, or `Stream`.
2. **Form anchor** — every re-encoding has a form anchor: "What bounded form does this project from the indefinite?"
3. **Etymology** — every new term has a 1-line origin + 1-line definition history.
4. **Lossless** — every Pass 1 concept is represented. If a concept can't be bounded, mark it "indefinite — see original" rather than dropping it. **Plus** (per user 2026-06-23): every transformation includes a "Compression notes" field listing which axioms were dropped at each layer.
5. **Encoding-explicit** — every value-bearing term has an `encoding:` attribute (default `float64`).
---
## 9. The 7 verification criteria (per deliverable)
For each of the 33 deliverables in Phase 3 (11 videos × 3 layers), verify all 7 criteria:
- **Lossless** — no Pass 1 concept dropped; compression history preserved per layer
- **Bounded** — no `∞_val` or `∞_card`; the "real number line" as a value is banned; no `while` loops
- **Encoding-explicit** — every value-bearing term has an `encoding:` attribute. Default: `float64`
- **Constructively typed** — every expression has a type signature
- **Etymology-cited** — every new term has the 1-line origin + 1-line definition history
- **Form-anchored** — every re-encoding has a form anchor
- **User-specific conventions applied only when appropriate** — Sectored Language names + classical Greek/Latin/Sanskrit forms + GA reinterpretations are USER preferences, not scheme-canonical
---
## 10. The 11 inputs to Phase 3 (apply)
| # | Slug | Cluster | YouTube ID |
|---|---|---|---|
| 1 | `probability_logic` | A — math foundations | `0yF9TvMeAzM` |
| 2 | `score_dynamics_giorgini` | A — math foundations | `P75iVMmbqQk` |
| 3 | `platonic_intelligence_kumar` | B — Platonic AI | `1mXUFweWOug` |
| 4 | `free_lunches_levin` | B — Platonic AI | `K8BmMU1Tm-I` |
| 5 | `generic_systems_fields` | C — biological/cognitive | `QeMajYvhEbI` |
| 6 | `brain_counterintuitive` | C — biological/cognitive | `cDxtFtoQVNc` |
| 7 | `neural_dynamics_miller` | C — biological/cognitive | `0BS-BzEFTXA` |
| 8 | `multiscale_hoffman` | C — biological/cognitive | `YnfaT5APPB0` |
| 9 | `cs336_architectures` | E — Stanford | `lVynu4bo1rY` |
| 10 | `creikey_dl_cv` | D — applied | `yxkUvXs-hoQ` |
| 11 | `synthesis` | (cross-cutting) | — |
**The 2 pilot videos** (`cs229_building_llms` + `entropy_epiplexity`) are already done in `video_analysis_deob_pilot_20260621/artifacts/`. Phase 3 skips them.
---
## 11. The 8 pilot refinements + 5 gaps + 3 process improvements
**8 refinements (4 PILOT FIX, 4 DEFERRED to lexicon v2):** correlation, essentially-constant-as-Stream, Levin search, Markov chain, PRNG, poly-time adversary, support, self-delimiting.
**5 gaps (3 DEFERRED, 2 PILOT FIX):** paradox patterns, incomputable classification, honest epistemic hedging, type-class primitive, coinductive stream primitive.
**3 process improvements (the canonical apply-phase conventions):**
1. **3-column translation tables** (instead of 6-column) — reduces visual clutter
2. **Tier-categorized decoders** (instead of by math section) — makes the principled/user-specific split clearer
3. **Split end-of-apply report** into 3 sections: refinements + gaps + process improvements
---
## 12. Critical context for re-warming
### What's the next step?
**Dispatch Tier 2 on Phase 3 (apply) using:**
```
/tier-2-auto-execute video_analysis_deob_apply_20260621
```
The TIER2_STARTER.md is in `conductor/tracks/video_analysis_deob_apply_20260621/TIER2_STARTER.md` and is self-contained (it has the file-read order, the critical context, the dispatch command).
### What's the state of Pass 2?
- ✅ Warmup: SHIPPED
- ✅ Lexicon: SHIPPED
- ✅ Pilot: SHIPPED
- 🔵 Apply (Phase 3): SCAFFOLDED, ready for Tier 2 dispatch
### What does Tier 2 need to know when applying?
1. **Read** `video_analysis_deob_lexicon_20260621/lexicon.md` (PRIMARY input — the codified operational spec)
2. **Read** `video_analysis_deob_pilot_20260621/pilot_report.md` (the 8 refinements + 5 gaps + 3 process improvements)
3. **Read** `video_analysis_deob_warmup_20260621/report.md` §9 (the indexed operator reference; 13 categories)
4. **Read** `video_analysis_deob_warmup_20260621/prompt_template.md` (the LLM-direct operational spec; has the "Decompress names AND expressions" rule)
5. **Apply** the lexicon to 11 inputs (10 remaining Pass 1 reports + 1 synthesis)
6. **Adopt** the 3 pilot process improvements (3-column tables, tier-categorized decoders, split report)
7. **Honor** the 5 rules + 7 verification criteria + the principled/user-specific distinction
8. **Write** `apply_report.md` (split into 3 sections: refinements + gaps + process improvements)
9. **Mark** `state.toml` to `status = "completed"` when done
### What's the BIG picture?
- 3-pass research campaign (Pass 1 = info extraction; Pass 2 = de-obfuscation; Pass 3 = projection to applied domain)
- Pass 1 is DONE; Pass 2 is IN PROGRESS (3 of 4 phases done; apply is the FINAL phase)
- After Pass 2, Pass 3 is user-led (user must articulate "own caveats" first)
---
## 13. Files to read when re-warming (priority order)
If you have time to read just a few files, read these in this order:
1. **This file** (you're reading it) — the session report
2. `/conductor/tracks/video_analysis_deob_20260621/spec.md` — the Pass 2 umbrella design
3. `/conductor/tracks/video_analysis_deob_apply_20260621/TIER2_STARTER.md` — the dispatch prompt for Phase 3 (Tier 2 reads this when dispatched)
4. `/conductor/tracks/video_analysis_deob_lexicon_20260621/lexicon.md` — the codified operational spec
5. `/conductor/tracks/video_analysis_deob_pilot_20260621/pilot_report.md` — the 8 refinements + 5 gaps + 3 process improvements
6. `/conductor/tracks/video_analysis_deob_warmup_20260621/report.md` §9 — the indexed operator reference
**Don't read** the cluster sub-reports (`research/cluster_*.md`) — they're the evidence base for the lexicon, not the operational spec.
---
## 14. Known issues / open questions for Phase 3 + Pass 3
### Open issues for Phase 3
- Cluster D (creikey_dl_cv, applied capstone) has too much practical detail (not math) — may produce many "indefinite — see original" flags
- The cross-cutting synthesis is harder to de-obfuscate than the per-video reports (it spans all 5 clusters) — process last
- The 31 unresolved items from the warmup (12 from §A.3 + 19 from §11.3) may need further resolution in `apply_report.md`
### Open questions for Pass 3 (user-led, future)
- The user must articulate their "own caveats" before Pass 3 starts (per Pass 1 spec §11.2)
- The user must rediscover/redefine their "compress/decompress math info" encoding notation (per Pass 1 spec §11.1)
- Pass 3 applies the bounded, constructive, type-theoretic forms to the user's preferred code style
- Influences: handmade/data-oriented/GPGPU (Timothy Lottes, Onat Türkçüoğlu, Jebrim) + user's own caveats
---
## 15. Re-warm checklist (when context is re-loaded)
When re-warming, the next agent should:
1. **Read this file** (this session report)
2. **Verify git status** — `git status --short` should show no uncommitted changes; `git log --oneline -10` should show the latest commits
3. **Check the current branch** — `git branch --show-current` should be `master`
4. **If continuing Phase 3 dispatch**: read `/conductor/tracks/video_analysis_deob_apply_20260621/TIER2_STARTER.md` and follow the dispatch command
5. **If reviewing the campaign**: read `/conductor/tracks/video_analysis_deob_20260621/README.md` for the child index
6. **If re-warming for a specific question**: the §12 "Critical context for re-warming" above gives the file-read order
---
*End of session report. Total: 15 sections. ~1,200 LOC. The next agent should read §1-3 for the big picture, §6-9 for the load-bearing constraints, §10-11 for the current state, and §12-15 for the re-warm checklist.*