Merge branch 'master' of C:\projects\manual_slop into tier2/send_result_to_send_20260616

.gitignore

@@ -25,3 +25,4 @@ temp_old_gui.py
 .slop_cache/summary_cache.json
 .antigravitycli
 .vscode
+.coverage

conductor/tracks.md

@@ -44,6 +44,7 @@ Tracks that are unblocked and ready to start. Ordered by **dependency** (blocked
 | 17 | — | [Code Path Audit](#track-code-path-audit) | spec TBD | test_infrastructure_hardening_20260609 (merged) |
 | 23 | A (research) | [Intent-Based Scripting Languages Survey](#track-intent-based-scripting-languages-survey-new-2026-06-12) | spec ✓, plan pending | (none — independent; NEW 2026-06-12; **non-impl research track**, **time-sensitive: report must complete before nagent v2.2**) |
 | 24 | A (bugfix) | [AI Loop Regressions (MiniMax, Gemini, Gemini CLI, DeepSeek)](#track-ai-loop-regressions-minimax-gemini-gemini-cli-deepseek-new-2026-06-14) | spec ✓, plan ✓, shipped 2026-06-15 (with 1 critical `_api_generate` regression + 2 deferred bugs — see `doeh_test_thinking_cleanup_20260615`) | (none — independent; **NEW 2026-06-14**; user-blocking; 3 bugs from `data_oriented_error_handling_20260606`) |
+| 25 | B (research) | [Fable System Prompt Review (Critical Analysis)](#track-fable-system-prompt-review-critical-analysis-new-2026-06-17) | spec ✓, plan pending | (none — independent; **NEW 2026-06-17**; **non-impl research track**, **informs the deferred nagent-rebuild**; 10 cluster sub-reports + 17-section synthesis report >3500 LOC + 3 side artifacts; T-shirt size: XL; Fable artifact at `docs/artifacts/Fable System Prompt.txt` is local-only and **NEVER committed**) |
 | 18 | — | [GUI Architecture Refinement](#track-gui-architecture-refinement) | (no spec.md) | (TBD) |
 | 19 | — | [Context First Message Fix](#track-context-first-message-fix) | spec TBD | (none — independent) |
 | ~~19~~ | — | ~~[Fix Remaining Tests](#track-fix-remaining-tests)~~ | ~~SUPERSEDED by track 1~~ | — |
@@ -778,6 +779,18 @@ Lightweight chronology; full spec/plan/state per track is in the linked folder.
 
 ---
 
+## Active Research Tracks (2026-06+)
+
+Tracks that produce a research deliverable (a markdown report) rather than Application code. These are non-impl by design.
+
+### Active
+
+- [ ] **Track: Fable System Prompt Review (Critical Analysis)** `[initialized: 058e2c93]`
+   *Link: [./tracks/fable_review_20260617/](./tracks/fable_review_20260617/), Spec: [./tracks/fable_review_20260617/spec.md](./tracks/fable_review_20260617/spec.md), Metadata: [./tracks/fable_review_20260617/metadata.json](./tracks/fable_review_20260617/metadata.json), State: [./tracks/fable_review_20260617/state.toml](./tracks/fable_review_20260617/state.toml)*
+   *Goal: Critical analysis of Anthropic's Claude Fable 5 system prompt (1585 lines, the public "Mythos" version), comparing it against Manual Slop's existing agent-directive corpus and Mike Acton's nagent patterns. 10 distributed cluster sub-reports (Tier 3 worker dispatches in parallel) feed a 17-section synthesis report (>3500 LOC) written by Tier 1 using a max-token-output strategy, plus 3 side artifacts (`comparison_table.md`, `decisions.md` for the deferred nagent-rebuild, `nagent_takeaways_fable_20260617.md`). Verdict framework: Useful / Persona Performance / Anti-User / Mixed. **Hard rule** (per user 2026-06-17): `docs/artifacts/Fable System Prompt.txt` is **local-only** and MUST NOT be committed; the report quotes line ranges (≤15 words per quote, Fable's own rule applied externally) but the file does not enter git. T-shirt size: **XL**. No day estimates. **Informs the deferred nagent-rebuild** (per user 2026-06-17: "I haven't entirely overhauled the agent's directives or workflow based on it yet, I'm deferring that till probably next week or two."). 7 phases: (1) init + skeletons, (2) 10 parallel cluster dispatches, (3) 17 synthesis sections (Tier 1 max-token-output), (4) 3 side artifacts, (5) self-review, (6) user review, (7) final commit + register.*
+
+---
+
 ## Notes
 
 **Archive link convention:** `./archive/...` paths in this file resolve to `conductor/archive/...` (this file is at `conductor/tracks.md`). The 71 archive links in this file are all valid as of 2026-06-08.

conductor/tracks/fable_review_20260617/metadata.json

@@ -0,0 +1,91 @@
+{
+  "track_id": "fable_review_20260617",
+  "name": "Fable System Prompt Review (Critical Analysis)",
+  "initialized": "2026-06-17",
+  "owner": "tier1-orchestrator (spec + synthesis); tier2-tech-lead (dispatch + QA)",
+  "priority": "medium",
+  "status": "spec_approved",
+  "type": "research-only (critical-analysis deliverable; no src/ changes, no tests/ changes, no new deps)",
+  "domain": "meta-tooling (the report is a critical-analysis deliverable; the track produces no Application code)",
+  "user_hard_rule": "docs/artifacts/Fable System Prompt.txt is NEVER committed. The artifact stays at that local path; the report and the cluster sub-references quote line ranges (≤15 words per quote) but the file does not enter git. Do not modify .gitignore for this; the rule is enforced by the implementer's discipline, not by a tracked file. git add . MUST be inspected before each commit in this track.",
+  "scope": {
+    "new_files": [
+      "conductor/tracks/fable_review_20260617/spec.md",
+      "conductor/tracks/fable_review_20260617/metadata.json",
+      "conductor/tracks/fable_review_20260617/state.toml",
+      "conductor/tracks/fable_review_20260617/research/cluster_1_product_branding.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_2_refusal_architecture.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_3_user_wellbeing_watchdog.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_4_tone_and_formatting.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_5_mistakes_and_criticism.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_6_evenhandedness.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_7_epistemic_discipline.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_8_memory_and_storage.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_9_computer_use.md",
+      "conductor/tracks/fable_review_20260617/research/cluster_10_mcp_app_suggestions.md",
+      "conductor/tracks/fable_review_20260617/report.md",
+      "conductor/tracks/fable_review_20260617/comparison_table.md",
+      "conductor/tracks/fable_review_20260617/decisions.md",
+      "conductor/tracks/fable_review_20260617/nagent_takeaways_fable_20260617.md"
+    ],
+    "modified_files": [
+      "conductor/tracks.md (register the track in the appropriate section)"
+    ],
+    "deleted_files": [],
+    "external_resources": [
+      "docs/artifacts/Fable System Prompt.txt (LOCAL-ONLY; 1585 lines, 120KB; the subject of the review; NEVER COMMITTED)",
+      "conductor/tracks/nagent_review_20260608/ (the nagent corpus; 11 files; all in scope)"
+    ]
+  },
+  "blocked_by": [],
+  "blocks": [
+    "the deferred nagent-rebuild (the recommendations in decisions.md are inputs to that future track; the rebuild is not this track)"
+  ],
+  "estimated_phases": 7,
+  "tshirt_size": "XL (similar to the nagent_review v2.3 rewrite at 4,969 lines; 10 cluster sub-reports + 17-section synthesis report + 3 side artifacts = ~10,300 LOC total)",
+  "estimated_effort": "scope: 1 spec + 1 metadata.json + 1 state.toml + 10 cluster sub-reports (~3,500 LOC) + 1 main report (4,800 LOC) + 3 side artifacts (1,350 LOC) = T-shirt size XL. Method: scope (per conductor/workflow.md §Tier 1 Track Initialization Rules). NO day estimates.",
+  "phases": [
+    {"id": 1, "name": "Initialize track + skeletons", "tshirt": "S", "sub_agents": 0},
+    {"id": 2, "name": "Dispatch 10 cluster sub-agents in parallel", "tshirt": "L", "sub_agents": 10},
+    {"id": 3, "name": "Tier 1 writes 17 synthesis sections (max-token-output strategy)", "tshirt": "XL", "sub_agents": 0},
+    {"id": 4, "name": "Tier 1 writes 3 side artifacts", "tshirt": "M", "sub_agents": 0},
+    {"id": 5, "name": "Self-review per the brainstorming skill", "tshirt": "S", "sub_agents": 0},
+    {"id": 6, "name": "User review gate", "tshirt": "S", "sub_agents": 0},
+    {"id": 7, "name": "Final commit + register track in conductor/tracks.md", "tshirt": "S", "sub_agents": 0}
+  ],
+  "spec": "spec.md",
+  "plan": "plan.md",
+  "verification_criteria": [
+    "All 10 cluster sub-reports exist at conductor/tracks/fable_review_20260617/research/cluster_N_*.md and are 200-500 lines each.",
+    "Every cluster sub-report cites specific Fable line numbers, project file:line refs, and nagent section refs.",
+    "Every cluster sub-report has a verdict (Useful / Persona Performance / Anti-User / Mixed) with justification.",
+    "Every cluster sub-report has a 'Synthesis notes for the Tier 1 writer' section.",
+    "The synthesis report conductor/tracks/fable_review_20260617/report.md has all 17 sections present and non-empty.",
+    "The synthesis report is >3500 LOC.",
+    "Every synthesis section references its source cluster(s) by file:line.",
+    "The 3 side artifacts exist at conductor/tracks/fable_review_20260617/{comparison_table.md, decisions.md, nagent_takeaways_fable_20260617.md}.",
+    "comparison_table.md has ~100 rows.",
+    "decisions.md has 15-20 concrete recommendations.",
+    "nagent_takeaways_fable_20260617.md is ~150 lines.",
+    "The Fable artifact at docs/artifacts/Fable System Prompt.txt was NEVER committed. Verification command: git log --all --full-history -- 'docs/artifacts/Fable*' returns zero entries.",
+    "Self-review pass complete (placeholder scan, internal consistency, scope check, ambiguity check).",
+    "User has reviewed and approved the final report.",
+    "conductor/tracks.md is updated to register the track.",
+    "All commits are per-file atomic with git notes.",
+    "state.toml final state is current_phase = 7 and the track is in the appropriate section per the convention."
+  ],
+  "pre_existing_failures_remaining": [],
+  "deferred_to_followup_tracks": [
+    {"title": "Deferred nagent-rebuild (Manual Slop agent-directive overhaul)", "description": "User-deferred 1-2 weeks (per 2026-06-17 user message). The Fable review's decisions.md is one of several inputs to this rebuild; the rebuild itself is not this track.", "track_status": "user-deferred (no track yet)"}
+  ],
+  "risk_register": [
+    {"name": "Fable prompt grows/evolves during the track", "likelihood": "low", "impact": "low", "mitigation": "The artifact is a snapshot at 2026-06-17; we note the date. If the user has a newer version, the track re-dispatches the cluster agents."},
+    {"name": "10 sub-agents in parallel = high token cost", "likelihood": "medium", "impact": "medium (cost)", "mitigation": "Each sub-agent gets a 500-line output budget; the dispatch is mma_exec.py --role tier3-worker with explicit context files. Total cluster output: ~3,500 LOC across 10 files."},
+    {"name": "Tier 1's synthesis hits context pressure after 17 sections", "likelihood": "medium", "impact": "high (track stalls mid-synthesis)", "mitigation": "Per-section commits serve as a rollback point; if Tier 1 hits pressure mid-section, the section can be handed off to a fresh Tier 1 with the cluster reports + the previous sections as context."},
+    {"name": "User disagrees with a verdict", "likelihood": "low", "impact": "low", "mitigation": "The user-review gate at the end of phase 6 catches this; revisions are local."},
+    {"name": "Cluster sub-agents over-quote Fable (copyright)", "likelihood": "low", "impact": "medium", "mitigation": "Each cluster's acceptance check enforces the ≤15-word quote discipline; Fable's own rule applied externally."},
+    {"name": "Fable artifact accidentally committed", "likelihood": "low", "impact": "high (user's hard rule violated)", "mitigation": "The Fable artifact is NEVER in the same git add as anything else. Per-commit git status inspection. Final verification: git log --all --full-history -- 'docs/artifacts/Fable*' returns zero."},
+    {"name": "Tier 2 doesn't dispatch cluster sub-agents correctly", "likelihood": "medium", "impact": "medium", "mitigation": "The Tier 1's spec includes the read budget per sub-agent (§5). The Tier 2's plan must include explicit context-file lists per dispatch."},
+    {"name": "Tier 1's report deviates from the cluster verdicts (editorial drift)", "likelihood": "low", "impact": "low", "mitigation": "The synthesis report's verdicts are anchored to the cluster reports' verdicts; if a synthesis section changes a verdict, it must explicitly note the override."}
+  ]
+}

conductor/tracks/fable_review_20260617/spec.md

@@ -0,0 +1,420 @@
+# Track: Fable System Prompt Review (Critical Analysis)
+
+**Status:** Spec approved 2026-06-17
+**Initialized:** 2026-06-17
+**Owner:** Tier 1 Orchestrator (spec + synthesis); Tier 2 Tech Lead (dispatch + QA)
+**Priority:** Medium (user-requested critical review; informs the deferred nagent-rebuild, scheduled 1-2 weeks out)
+**Type:** Research-only (no `src/` changes, no `tests/` changes, no new deps, no agent-directive modifications)
+**Domain:** Meta-Tooling (the report is a *critical-analysis deliverable*; the track produces no Application code)
+
+> **Purpose.** This track produces a single critical-analysis report: a side-by-side comparison of Anthropic's Claude Fable 5 system prompt (the public version of "Mythos") against Manual Slop's existing agent-directive corpus and Mike Acton's nagent patterns, with verdicts on which Fable patterns are *generally useful*, which are *persona performance* (irrelevant constraint dressing), and which are *anti-user watch-dogging* (the model is text generation, not a clinician). The report is the *evidence document* the user can use to argue against Fable-style "helpful, harmless, honest" framing in agent systems. The track is *research-only*; no edits to the project's directives, no follow-up implementation.
+
+> **Companion doc.** The actual report is at `conductor/tracks/fable_review_20260617/report.md`. This `spec.md` is the conductor/track wrapper: the design intent, the cluster architecture, the synthesis plan, the verification criteria, the out-of-scope notes, and the connection to the deferred nagent-rebuild.
+
+> **Hard rule (the user was explicit).** `docs/artifacts/Fable System Prompt.txt` is **never committed**. The artifact stays at that local path; the report and the cluster sub-references quote line ranges (≤15 words per quote, the same discipline Fable itself applies to its own search results) but the file does not enter git. **Do not** modify `.gitignore` for this; the rule is enforced by the implementer's discipline, not by a tracked file. `git add .` MUST be inspected before each commit in this track.
+
+---
+
+## 1. Overview
+
+This track produces a critical analysis of Anthropic's Claude Fable 5 system prompt (1585 lines, 120KB), comparing it against:
+
+1. **Manual Slop's existing agent-directive corpus** — `AGENTS.md` (200 lines), `conductor/*.md` (workflow.md, product.md, product-guidelines.md, tech-stack.md, edit_workflow.md, tracks.md, index.md), `conductor/code_styleguides/*.md` (11 files), `.opencode/agents/*.md` (6 files), `.opencode/commands/*.md` (9 files), `docs/*.md` (40+ files including 36 `guide_*.md`), and the superpowers-plugin content loaded via the opencode `skill` tool.
+2. **Mike Acton's nagent reports** in `conductor/tracks/nagent_review_20260608/` — the original `nagent_takeaways_20260608.md`, the `report.md`, the `decisions.md`, the `comparison_table.md`, and the v2 series (`nagent_review_v2_20260612.md`, `v2_1`, `v2_2`, `v2_3`).
+
+The analytical framework is the user's own framing: **how much of Fable is generally useful vs. how much is "nerf on the model's capabilities" via persona constraint, anti-user watch-dogging, or fake-clinician framing?**
+
+The report follows the nagent_review track's distributed-sub-agent pattern: 10 cluster sub-reports written in parallel by Tier 3 workers, then synthesized by Tier 1 in 17+ section-passes using a max-token-output strategy to hit **>3500 LOC total**.
+
+### 1.1 What this track produces
+
+| Artifact | Purpose | Owner | Approx LOC |
+|---|---|---|---|
+| `spec.md` | This file — the track design. | Tier 1 | ~400 |
+| `metadata.json` | The track metadata (id, scope, blocks, etc.). | Tier 1 | ~50 |
+| `state.toml` | The track state (current_phase, task tracking). | Tier 1 | ~80 |
+| `research/cluster_1_product_branding.md` | Cluster 1 sub-report. | Tier 3 sub-agent | ~300 |
+| `research/cluster_2_refusal_architecture.md` | Cluster 2 sub-report. | Tier 3 sub-agent | ~400 |
+| `research/cluster_3_user_wellbeing_watchdog.md` | Cluster 3 sub-report. | Tier 3 sub-agent | ~400 |
+| `research/cluster_4_tone_and_formatting.md` | Cluster 4 sub-report. | Tier 3 sub-agent | ~300 |
+| `research/cluster_5_mistakes_and_criticism.md` | Cluster 5 sub-report. | Tier 3 sub-agent | ~250 |
+| `research/cluster_6_evenhandedness.md` | Cluster 6 sub-report. | Tier 3 sub-agent | ~350 |
+| `research/cluster_7_epistemic_discipline.md` | Cluster 7 sub-report. | Tier 3 sub-agent | ~400 |
+| `research/cluster_8_memory_and_storage.md` | Cluster 8 sub-report. | Tier 3 sub-agent | ~400 |
+| `research/cluster_9_computer_use.md` | Cluster 9 sub-report. | Tier 3 sub-agent | ~350 |
+| `research/cluster_10_mcp_app_suggestions.md` | Cluster 10 sub-report. | Tier 3 sub-agent | ~300 |
+| `report.md` | The main synthesis report (17 sections, >3500 LOC). | Tier 1 | ~4800 |
+| `comparison_table.md` | Flat side-by-side verdict table. | Tier 1 | ~700 |
+| `decisions.md` | Recommendations for the deferred nagent-rebuild. | Tier 1 | ~500 |
+| `nagent_takeaways_fable_20260617.md` | Fable-specific extension to `nagent_takeaways_20260608.md`. | Tier 1 | ~150 |
+
+**Total new files:** 17 (16 markdown + 1 metadata.json + 1 state.toml). Approx total LOC: ~10,300.
+
+### 1.2 Non-Goals
+
+- **Not** modifying any agent-directive file in the project. The recommendations go in `decisions.md` for the user's deferred nagent-rebuild (1-2 weeks out).
+- **Not** building any recommendation. The deferred rebuild is its own track.
+- **Not** comparing Fable to other commercial system prompts (OpenAI, Google, xAI). Out of scope; Fable is the named subject.
+- **Not** reading every line of every project file. Cluster sub-agents read the relevant sections of the relevant files; full-file reads are unnecessary and would waste context.
+- **Not** committing the Fable artifact. The artifact stays at `docs/artifacts/Fable System Prompt.txt`; clusters quote line ranges but the file itself never enters git.
+- **Not** adding new `src/` code, new tests, `pyproject.toml` dependencies, or `scripts/` files.
+- **Not** running automated tests. The track is research-only; verification is the brainstorming-skill self-review plus user review.
+
+---
+
+## 2. Current State Audit (as of commit `HEAD`, 2026-06-17)
+
+### 2.1 Already Implemented (DO NOT re-implement)
+
+The Fable artifact exists at `docs/artifacts/Fable System Prompt.txt` (120,039 bytes, 1585 lines). The cluster sub-agents and the synthesis report reference it by file path + line range. The artifact is the *only* Fable source material; nothing else Fable-specific is in the project.
+
+The nagent_review corpus is at `conductor/tracks/nagent_review_20260608/`:
+
+| File | LOC | Bytes | Purpose |
+|---|---|---|---|
+| `nagent_review_v2_3_20260612.md` | 4969 | 276,531 | The latest full rewrite (v2.3, 2026-06-12). The 14 patterns + the 16 future-track candidates. |
+| `nagent_review_v2_20260612.md` | 1335 | 68,428 | The v2 draft (preserved per user). |
+| `nagent_review_v2_1_20260612.md` | 1197 | 58,844 | The user-revised v2.1 (CLAUDE.md → AGENTS.md swap, RAG reframe, cache TTL GUI controls). |
+| `nagent_review_v2_2_20260612.md` | 712 | 35,356 | The v2.2 incremental. |
+| `nagent_takeaways_20260608.md` | 599 | 31,238 | The original 10 takeaways from the v1 review. |
+| `report.md` | 1024 | 52,544 | The v1 14-section deep-dive. |
+| `decisions.md` | 286 | 18,433 | The 10 future-track candidates from v1. |
+| `comparison_table.md` | 211 | 10,849 | The flat side-by-side table from v1. |
+| `spec.md` | 240 | 21,173 | The v1 spec. |
+| `state.toml` | — | 19,477 | The track state. |
+| `metadata.json` | — | 20,034 | The track metadata. |
+
+The agent-directive files that the clusters will reference (per the user's scope clarification):
+
+| Directory | File count | Approx total LOC |
+|---|---|---|
+| `AGENTS.md` (root) | 1 | ~200 |
+| `conductor/*.md` | 7 | ~3000 |
+| `conductor/code_styleguides/*.md` | 11 | ~2400 |
+| `.opencode/agents/*.md` | 6 | ~1100 |
+| `.opencode/commands/*.md` | 9 | ~700 |
+| `docs/*.md` (excluding `superpowers/`) | 40+ | ~16,000 |
+| `conductor/tracks/nagent_review_20260608/*` | 11 | ~10,500 |
+| superpowers plugin content (loaded via `skill` tool) | — | n/a (in-context only) |
+
+### 2.2 Gaps to Fill (This Track's Scope)
+
+- **The synthesis report.** A 17-section, >3500-LOC critical analysis of Fable against the project's directives and nagent patterns. Does not exist.
+- **The 10 cluster sub-reports.** Distributed parallel sub-agent output. Do not exist.
+- **The comparison table.** A flat verdict-by-verdict cross-reference of Fable's themes against the project's themes. Does not exist.
+- **The decisions file.** Concrete recommendations for the deferred nagent-rebuild. Does not exist.
+- **The nagent_takeaways extension.** A Fable-specific addendum to the v1 takeaways file. Does not exist.
+
+### 2.3 Pre-Existing Conditions the Track Must Respect
+
+- The deferred nagent-rebuild: per the user, the project's agent directives are not yet overhauled based on `nagent_review_v2_3_20260612.md`. The Fable review is a *parallel* analysis that will inform (but not consume) the deferred rebuild.
+- The data-oriented error handling convention: the project's `Result[T]` / `ErrorInfo` convention (per `conductor/code_styleguides/error_handling.md`) is the data-grounded contrast to Fable's persona-driven error-handling guidance. The synthesis report uses the convention's terminology when discussing Fable's error responses.
+- The "less Python does, the better" heuristic: the synthesis report is itself a critical-analysis document; the report's verbosity is deliberate (per the user's max-token-output strategy) but the *conclusions* should be terse and actionable.
+
+---
+
+## 3. Goals (Priority Order)
+
+| Priority | Goal | Rationale |
+|---|---|---|
+| **A (primary value)** | The synthesis report (`report.md`, >3500 LOC) covers all 17 sections, each with a clear verdict on every Fable pattern in scope. | The report is the deliverable. |
+| **A (primary value)** | The 10 cluster sub-reports (`research/cluster_*.md`) cite specific Fable line numbers, project file:line refs, and nagent section refs. | The clusters are the evidence base. The synthesis report cites them by file:line. |
+| **A (primary value)** | The "Useful vs Persona vs Anti-User" framework is applied consistently to every cluster. Every Fable pattern gets a verdict; no pattern is left unjudged. | The framework is the analytical lens the user asked for. |
+| **B (analytical)** | The 3 side artifacts (`comparison_table.md`, `decisions.md`, `nagent_takeaways_fable_20260617.md`) are produced and consistent with the synthesis report. | The side artifacts make the synthesis referenceable and actionable for the deferred rebuild. |
+| **B (process)** | The cluster sub-agents enforce the ≤15-word quote discipline (Fable's own rule applied externally). No long paraphrased passages that mirror Fable's structure (also Fable's rule, per `search_instructions`). | Defensive against the Fable copyright pattern; the report is "evidence document" not "Fable reproduction." |
+| **B (process)** | Each cluster is independently verifiable: a reader can re-derive the verdict by reading the cluster sub-report + the cited Fable lines + the cited project files. | The report's credibility depends on traceability. |
+| **C (housekeeping)** | `conductor/tracks.md` is updated to register the track in the "Recently Completed" section when the track ships. | Standard per-track convention. |
+| **C (housekeeping)** | The Fable artifact at `docs/artifacts/Fable System Prompt.txt` is **not** committed. The track's git history contains zero references to the artifact's bytes (only to the path for citation). | The user's hard rule. |
+
+---
+
+## 4. Architecture (the cluster + synthesis design)
+
+### 4.1 Cluster Sub-Report Template (per `research/cluster_N_*.md`)
+
+Each cluster follows the `cluster_8_metadesk.md` template from `intent_dsl_survey_20260612/`:
+
+```markdown
+# Cluster N: {Title}
+
+**Sub-agent dispatch:** Tier 3 Worker (2026-06-17). Read-only research task.
+**Sources read:**
+- `docs/artifacts/Fable System Prompt.txt` lines X-Y
+- {project file:line refs}
+- {nagent_review file:line refs}
+
+---
+
+## 1. What Fable says
+{Verbatim quotes ≤15 words with line numbers; paraphrases otherwise.}
+
+## 2. What this project does
+{Citations from AGENTS.md, conductor/*.md, .opencode/*, code_styleguides/*.md, docs/*.md}
+
+## 3. What nagent does
+{Citations from nagent_review_v2_3_20260612.md and friends.}
+
+## 4. Verdict
+{Useful / Persona Performance / Anti-User / Mixed, with 1-paragraph justification.}
+
+## 5. Synthesis notes for the Tier 1 writer
+{Which synthesis report section(s) this cluster feeds; key claims to surface; quotes to use.}
+
+---
+
+**Sub-report complete.** This is the evidence base for §{N} of `report.md`.
+```
+
+### 4.2 The Synthesis Report Plan (`report.md`, 17 sections, >3500 LOC)
+
+| § | Section | Approx LOC | Source clusters | Verdict orientation |
+|---|---|---|---|---|
+| 0 | TL;DR + Verdict Scorecard (1-page summary table) | 100 | All | (summary) |
+| 1 | The 3 Sources (Fable, Manual Slop, nagent) — what's in scope | 200 | n/a | (framing) |
+| 2 | The "Useful vs Persona vs Anti-User" Framework | 250 | n/a | (methodology) |
+| 3 | Fable's Product Branding & "Helpful Assistant" Persona | 300 | 1 | Persona Performance |
+| 4 | Fable's Refusal Architecture & "Safety Theater" | 350 | 2 | Anti-User + Persona |
+| 5 | Fable's Mental-Health Watchdog Framing | 350 | 3 | Anti-User |
+| 6 | Fable's Tone & Formatting Constraints | 250 | 4 | Useful + Persona |
+| 7 | Fable's Mistake Handling | 200 | 5 | Persona |
+| 8 | Fable's Evenhandedness & Contested Content | 300 | 6 | Persona + Useful caveats |
+| 9 | Fable's Epistemic Discipline & Search Strategy | 350 | 7 | Useful |
+| 10 | Fable's Memory System & Persistent Storage | 350 | 8 | Useful + nagent-stronger |
+| 11 | Fable's Computer-Use / File Workflow | 300 | 9 | Useful + over-broad |
+| 12 | Fable's MCP App Suggestions | 250 | 10 | Useful + over-engineered |
+| 13 | The "Genuinely Useful" Patterns (Manual Slop should adopt) | 350 | 7-10 | Useful summary |
+| 14 | The "Anti-User Watchdog" Patterns (Manual Slop should explicitly reject) | 350 | 2-6 | Anti-User summary |
+| 15 | The "Persona Performance" Patterns (irrelevant to the rebuild) | 250 | 1, 4, 5, 8 | Persona summary |
+| 16 | Recommendations for the deferred nagent-rebuild | 200 | All | Actionable |
+| 17 | References (file:line index) | 150 | All | Index |
+| **Total** | | **~4,800** | | |
+
+The "max token output strategy" works like this: each section is its own `write`/`manual-slop_edit_file` call by Tier 1, with the cluster reports + the previous sections loaded into context. 17 sections = 17 atomic commits (per `conductor/workflow.md` §"Task Workflow" step 9).
+
+### 4.3 The Cluster-to-Section Mapping
+
+The synthesis report's section count (17) is intentionally larger than the cluster count (10) so each cluster's evidence can be spread across multiple synthesis sections (e.g., Cluster 2 "refusal" feeds §4 directly and §14's anti-user summary; Cluster 7 "epistemic" feeds §9 directly and §13's useful summary).
+
+### 4.4 Tier 1's Workflow Per Section
+
+1. Read the relevant cluster sub-report(s) in full.
+2. Read the cited Fable lines (via `manual-slop_get_file_slice`).
+3. Read the cited project file lines (via `manual-slop_get_file_slice` or `manual-slop_py_get_definition` for code refs).
+4. Read the cited nagent_review sections (via `manual-slop_get_file_slice`).
+5. Write the synthesis section with a `write` or `manual-slop_set_file_slice` call.
+6. Self-review the section for placeholders, internal consistency, scope, ambiguity.
+7. Commit with a 1-3 sentence commit message; attach a git note summarizing the section.
+8. Move to the next section.
+
+---
+
+## 5. The 10 Cluster Specifications
+
+| # | Cluster | Fable source | Project refs | nagent refs | Sub-agent read budget |
+|---|---|---|---|---|---|
+| 1 | **Product Branding & "Helpful Assistant" Persona** | `Fable System Prompt.txt:1-31` (`product_information`) | `AGENTS.md` (root); `conductor/product.md`; `docs/Readme.md` (the "What This Is" framing) | n/a (nagent doesn't have product branding) | 600 lines |
+| 2 | **Refusal Architecture & "Safety Theater"** | `Fable System Prompt.txt:32-53` (`refusal_handling`, `legal_and_financial_advice`) | `AGENTS.md` §"Critical Anti-Patterns"; `conductor/workflow.md` §"Skip-Marker Policy"; `conductor/code_styleguides/error_handling.md` | nagent §14 (Own the Inputs); nagent §2.1 (4 memory dimensions) | 800 lines |
+| 3 | **User Wellbeing / Mental-Health Watchdog** | `Fable System Prompt.txt:78-110` (`user_wellbeing`) | `conductor/product-guidelines.md` §"AI-Optimized Compact Style"; `conductor/code_styleguides/agent_memory_dimensions.md`; `docs/guide_discussions.md` | nagent §2.1 (4 memory dimensions, esp. the knowledge dim); nagent §13 (Compaction) | 800 lines |
+| 4 | **Tone & Formatting Constraints** | `Fable System Prompt.txt:54-77` (`tone_and_formatting`, `lists_and_bullets`); plus cross-ref to line 110's "no engagement" rule in `user_wellbeing` | `AGENTS.md` (root); `conductor/product-guidelines.md`; `.opencode/agents/tier*.md` | nagent §3.8 (CLAUDE.md / AGENTS.md @import pattern) | 600 lines |
+| 5 | **Mistakes & Criticism Handling** | `Fable System Prompt.txt:134-140` (`responding_to_mistakes_and_criticism`) | `AGENTS.md` §"receiving-code-review"; `.opencode/agents/tier3-worker.md`; `conductor/workflow.md` §"Process Anti-Patterns" | nagent §5.5 (Self-review); nagent §3.4 (Compaction self-review) | 500 lines |
+| 6 | **Evenhandedness & Contested Content** | `Fable System Prompt.txt:120-132` (`evenhandedness`) | `AGENTS.md` §"receiving-code-review"; `conductor/code_styleguides/rag_integration_discipline.md` | nagent §2.10 (RAG integration discipline) | 700 lines |
+| 7 | **Epistemic Discipline & Search Strategy** | `Fable System Prompt.txt:142-150, 422-565` (`knowledge_cutoff`, `search_instructions`) | `conductor/code_styleguides/rag_integration_discipline.md`; `conductor/code_styleguides/cache_friendly_context.md`; `docs/guide_rag.md` | nagent §3.2 (Cache ordering); nagent §2.10 (RAG discipline); nagent §13 (Compaction) | 800 lines |
+| 8 | **Memory System & Persistent Storage** | `Fable System Prompt.txt:152-236` (`memory_system`, `persistent_storage_for_artifacts`) | `src/models.py` (History); `docs/guide_discussions.md`; `conductor/code_styleguides/agent_memory_dimensions.md`; `docs/guide_knowledge_curation.md` | nagent §2.1 (4 memory dimensions); nagent §3.9 (Per-file knowledge notes) | 800 lines |
+| 9 | **Computer-Use / Skills / File Workflow** | `Fable System Prompt.txt:287-420` (`computer_use`, `file_creation_advice`, `producing_outputs`) | `docs/guide_tools.md` (MCP tools); `conductor/tech-stack.md` (file system); `conductor/edit_workflow.md` | nagent §11 (Large files); nagent §12 (Tool discovery, `--description` self-describing) | 700 lines |
+| 10 | **MCP App Suggestions & Third-Party Connectors** | `Fable System Prompt.txt:238-285` (`mcp_app_suggestions`) | `docs/guide_mcp_client.md`; `docs/guide_tools.md` §"MCP"; `docs/guide_state_lifecycle.md` §"Hook API" | nagent §12 (Tool discovery, `--description` self-describing); nagent §2.7 (Conversations are editable state) | 600 lines |
+
+**Sub-agent read budget total:** 6,900 lines across 10 sub-agents. Each sub-agent gets one `mma_exec.py --role tier3-worker` dispatch with explicit context files (the Fable slice + the project file refs + the nagent section refs) and an output budget of 300-500 lines per cluster.
+
+---
+
+## 6. Functional Requirements
+
+### 6.1 Cluster Sub-Agent Output
+
+Each of the 10 cluster sub-reports MUST:
+
+1. Cite Fable lines verbatim (≤15 words per quote) with `docs/artifacts/Fable System Prompt.txt` file:line references.
+2. Cite project file:line references for every "what this project does" claim.
+3. Cite nagent_review section references for every "what nagent does" claim.
+4. Provide a verdict (Useful / Persona Performance / Anti-User / Mixed) with 1-paragraph justification.
+5. Provide a "Synthesis notes for the Tier 1 writer" section naming the target synthesis report section(s) and key claims to surface.
+6. Be 200-500 lines.
+7. Be committed to `conductor/tracks/fable_review_20260617/research/cluster_N_*.md` as a separate file (1 file per cluster; 10 commits total).
+
+### 6.2 Synthesis Report Output
+
+The synthesis report (`report.md`) MUST:
+
+1. Have all 17 sections present and non-empty.
+2. Total >3500 LOC.
+3. Each section references its source cluster(s) by file:line.
+4. Each section's "verdict orientation" (per the table in §4.2) is clear and consistent with the cluster's verdict.
+5. Be committed in 17 atomic commits (1 per section), each with a 1-3 sentence commit message and a git note.
+
+### 6.3 Side Artifacts
+
+The 3 side artifacts MUST:
+
+1. `comparison_table.md` — flat table with ~100 rows (one per Fable sub-theme), columns: Fable sub-theme | Fable line | Project file:line | nagent section | Verdict. ~700 lines.
+2. `decisions.md` — 15-20 concrete recommendations for the deferred nagent-rebuild, each with: rationale, source evidence (cluster file:line), suggested Manual Slop destination (AGENTS.md / code_styleguide / etc.), priority. ~500 lines.
+3. `nagent_takeaways_fable_20260617.md` — a 17th takeaway to append to the nagent_takeaways_20260608.md model: "Persona-performance directives don't survive the Fable audit; only epistemic + memory + workflow rules have durable value." ~150 lines.
+
+### 6.4 The Fable Artifact Discipline
+
+- The artifact at `docs/artifacts/Fable System Prompt.txt` MUST NOT be committed.
+- Every `git add` in this track MUST be inspected before commit to verify no Fable artifact bytes enter the index.
+- The cluster sub-reports and the synthesis report reference the artifact by file path + line range only.
+- If a cluster sub-agent or a synthesis section needs to quote more than 15 words from Fable, it MUST paraphrase instead (per Fable's own rule at `Fable System Prompt.txt:486-499`).
+- The final track commit includes a verification step: `git log --all --full-history -- 'docs/artifacts/Fable*'` MUST return zero entries.
+
+### 6.5 Track Registration
+
+- `conductor/tracks.md` is updated to register the track in the appropriate section (research track; under "Active" while in progress, "Recently Completed" when shipped).
+- `conductor/tracks/fable_review_20260617/state.toml` is initialized at the start of phase 1 and updated per task.
+
+---
+
+## 7. Non-Functional Requirements
+
+### 7.1 Process Discipline
+
+- All commits are per-file atomic (per `conductor/workflow.md` §"Task Workflow" step 9).
+- All commits have git notes attached (per `conductor/workflow.md` §"Task Workflow" step 9.2).
+- All tasks are recorded in `state.toml` with commit SHAs.
+- No day / hour / minute estimates in any track artifact. T-shirt size only (per `conductor/workflow.md` §"Tier 1 Track Initialization Rules" + the user's 2026-06-16 directive).
+- The 1-space indentation rule applies to the `metadata.json` and `state.toml` only (Markdown is not Python; the rule doesn't apply to prose).
+
+### 7.2 Documentation Conventions
+
+- The synthesis report uses the 1-sentence-per-line pattern for dense content (per `conductor/product-guidelines.md` §"AI-Optimized Compact Style").
+- The synthesis report uses `#region: Name` / `#endregion: Name` for large sections (not applicable to markdown; this is a Python-only rule).
+- All file:line references are stable (the report is the durable artifact; the Fable artifact may change).
+
+### 7.3 Audit Hooks (Optional)
+
+- This track is research-only; no `scripts/audit_*.py` scripts are added or modified. The deferred nagent-rebuild is the appropriate place for any new audit scripts.
+
+---
+
+## 8. Architecture Reference
+
+- **`docs/artifacts/Fable System Prompt.txt`** (1585 lines, 120KB) — the subject of the review. **Local-only; never committed.**
+- **`conductor/tracks/nagent_review_20260608/`** — the nagent corpus. All 11 files in scope. The 17 sections of the synthesis report reference this corpus for "what nagent does" claims.
+- **`AGENTS.md`** (root) — the project's top-level agent-facing rules. Cluster 1, 4, 5, 6 reference this.
+- **`conductor/product.md`** (27K) — the product vision. Cluster 1 references the "What This Is" framing.
+- **`conductor/product-guidelines.md`** (20K) — the AI-Optimized Compact Style. Clusters 3, 4 reference the formatting heuristics.
+- **`conductor/workflow.md`** (63K) — the operational workflow. Clusters 2, 5 reference the Skip-Marker Policy + Process Anti-Patterns.
+- **`conductor/tech-stack.md`** (15K) — the tech stack. Cluster 9 references the file-system + tools layout.
+- **`conductor/edit_workflow.md`** (9K) — the edit workflow. Cluster 9 references the 1-space indentation + small-edits rule.
+- **`conductor/code_styleguides/`** (11 files, ~140K) — the convention catalog. Clusters 2, 3, 6, 7, 8 reference these (especially `error_handling.md`, `agent_memory_dimensions.md`, `rag_integration_discipline.md`, `cache_friendly_context.md`, `knowledge_artifacts.md`, `feature_flags.md`).
+- **`.opencode/agents/*.md`** (6 files) — the 4 MMA tier agents + explore + general. Clusters 1, 4, 5 reference these for the "what every agent sees" baseline.
+- **`.opencode/commands/*.md`** (9 files) — the 5 conductor commands + 4 mma commands. Cluster 5 references the `/conductor-new-track` command for the "this is a track" framing.
+- **`docs/AGENTS.md`** — the agent-facing mirror. Cluster 1 references the "What This Is" framing.
+- **`docs/guide_*.md`** (36 files, ~580K) — the 14 deep-dive guides. Clusters 1, 6, 7, 8, 9, 10 reference these selectively (especially `guide_tools.md`, `guide_mcp_client.md`, `guide_discussions.md`, `guide_rag.md`, `guide_knowledge_curation.md`).
+- **Superpowers plugin content** (loaded via the `skill` tool) — the brainstorming, writing-plans, test-driven-development, etc. skills. The Tier 1's self-review uses the brainstorming skill; the Tier 2's plan-phase uses the writing-plans skill. Not directly cited in the synthesis report.
+- **`docs/reports/PLANNING_DIGEST_*.md`** (if present) — the most recent planning digest. Used for "what's the recommended execution order" sanity check; not directly cited in the report.
+
+---
+
+## 9. Phases (the implementation plan Tier 2 will execute)
+
+| Phase | Description | T-shirt | Sub-agents | Exit criteria |
+|---|---|---|---|---|
+| **1** | Initialize track directory + skeleton `report.md` (with section headers), `comparison_table.md` (with column headers), `decisions.md` (with template), `nagent_takeaways_fable_20260617.md` (empty). Initialize `state.toml`. Register track in `conductor/tracks.md` "Active" section. | S | 0 | All skeleton files exist; `state.toml` says `current_phase = 1`. |
+| **2** | Dispatch 10 cluster sub-agents in parallel (Tier 3 workers, read-only). Each writes `research/cluster_N_*.md` (200-500 lines). Verify each sub-report: source citations present, ≤15-word quotes only, verdict present, synthesis notes present. | L | 10 parallel | All 10 cluster sub-reports committed; `state.toml` says `current_phase = 2`. |
+| **3** | Tier 1 reads all cluster reports, writes the synthesis report sections one at a time (17 sections, 17 commits). Each section references its cluster(s) by file:line. | XL | 0 (Tier 1) | All 17 sections committed; `report.md` >3500 LOC; `state.toml` says `current_phase = 3`. |
+| **4** | Tier 1 writes the 3 side artifacts (`comparison_table.md`, `decisions.md`, `nagent_takeaways_fable_20260617.md`). | M | 0 (Tier 1) | All 3 side artifacts committed; `state.toml` says `current_phase = 4`. |
+| **5** | Self-review per the brainstorming skill (placeholder scan, internal consistency, scope check, ambiguity check) on the full report + side artifacts. Fix any issues inline. | S | 0 (Tier 1) | Self-review checklist complete; `state.toml` says `current_phase = 5`. |
+| **6** | User review gate. Tier 1 presents the report to the user. User approves or iterates. | S | 0 (user) | User approves (or iterates until approved); `state.toml` says `current_phase = 6`. |
+| **7** | Final commit + git notes + register track as completed in `conductor/tracks.md` "Recently Completed" section. Update `state.toml` to `current_phase = 7` and `status = "active"` until archived. | S | 0 (Tier 1) | Track registered; `state.toml` final; `state.toml` says `current_phase = 7`. |
+
+**Total scope:** 1 spec + 1 metadata.json + 1 state.toml + 10 cluster sub-reports (~3,500 LOC) + 1 main report (4,800 LOC) + 3 side artifacts (1,350 LOC) = **T-shirt size: XL** (similar to the nagent_review v2.3 rewrite at 4,969 lines).
+
+---
+
+## 10. Verification Criteria
+
+The track is "done" when all of the following are true:
+
+- [ ] All 10 cluster sub-reports exist at `conductor/tracks/fable_review_20260617/research/cluster_N_*.md` and are 200-500 lines each.
+- [ ] Every cluster sub-report cites specific Fable line numbers, project file:line refs, and nagent section refs.
+- [ ] Every cluster sub-report has a verdict (Useful / Persona Performance / Anti-User / Mixed) with justification.
+- [ ] Every cluster sub-report has a "Synthesis notes for the Tier 1 writer" section.
+- [ ] The synthesis report `conductor/tracks/fable_review_20260617/report.md` has all 17 sections present and non-empty.
+- [ ] The synthesis report is >3500 LOC.
+- [ ] Every synthesis section references its source cluster(s) by file:line.
+- [ ] The 3 side artifacts exist at `conductor/tracks/fable_review_20260617/{comparison_table.md, decisions.md, nagent_takeaways_fable_20260617.md}`.
+- [ ] `comparison_table.md` has ~100 rows.
+- [ ] `decisions.md` has 15-20 concrete recommendations.
+- [ ] `nagent_takeaways_fable_20260617.md` is ~150 lines.
+- [ ] The Fable artifact at `docs/artifacts/Fable System Prompt.txt` was **never committed**. Verification command: `git log --all --full-history -- 'docs/artifacts/Fable*'` returns zero entries.
+- [ ] Self-review pass complete (placeholder scan, internal consistency, scope check, ambiguity check).
+- [ ] User has reviewed and approved the final report.
+- [ ] `conductor/tracks.md` is updated to register the track.
+- [ ] All commits are per-file atomic with git notes.
+- [ ] `state.toml` final state is `current_phase = 7` and the track is in "Recently Completed" (or the appropriate section per the convention).
+
+---
+
+## 11. Risks & Mitigations
+
+| Risk | Impact | Likelihood | Mitigation |
+|---|---|---|---|
+| Fable prompt grows/evolves during the track | Low (the artifact is a snapshot) | Low | The artifact is a snapshot at 2026-06-17; we note the date. If the user has a newer version, the track re-dispatches the cluster agents. |
+| 10 sub-agents in parallel = high token cost | Medium (cost) | Medium | Each sub-agent gets a 500-line output budget; the dispatch is `mma_exec.py --role tier3-worker` with explicit context files. Total cluster output: ~3,500 LOC across 10 files. |
+| Tier 1's synthesis hits context pressure after 17 sections | High (track stalls mid-synthesis) | Medium | Per-section commits serve as a rollback point; if Tier 1 hits pressure mid-section, the section can be handed off to a fresh Tier 1 with the cluster reports + the previous sections as context. |
+| The user disagrees with a verdict (e.g., "no, that pattern is actually useful") | Low (user-review gate catches it) | Low | The user-review gate at the end of phase 6 catches this; revisions are local. |
+| Cluster sub-agents over-quote Fable (copyright) | Medium (report becomes a Fable reproduction) | Low | Each cluster's acceptance check enforces the ≤15-word quote discipline; Fable's own rule applied externally. |
+| Fable artifact accidentally committed | High (user's hard rule violated) | Low | The Fable artifact is **never** in the same `git add` as anything else. Per-commit `git status` inspection. Final verification: `git log --all --full-history -- 'docs/artifacts/Fable*'` returns zero. |
+| Tier 2 doesn't dispatch cluster sub-agents correctly (e.g., the dispatch is too narrow, missing context files) | Medium (cluster reports are weak) | Medium | The Tier 1's spec includes the read budget per sub-agent (§5). The Tier 2's plan must include explicit context-file lists per dispatch. |
+| Tier 1's report deviates from the cluster verdicts (editorial drift) | Low (verdict consistency check catches it) | Low | The synthesis report's verdicts are anchored to the cluster reports' verdicts; if a synthesis section changes a verdict, it must explicitly note the override. |
+
+---
+
+## 12. Out of Scope (Explicit)
+
+- **Modifying any agent-directive file in the project.** The recommendations go in `decisions.md` for the user's deferred nagent-rebuild (1-2 weeks out).
+- **Building the recommended changes.** The deferred rebuild is its own track.
+- **Comparing Fable to other commercial system prompts** (OpenAI, Google, xAI). Out of scope; Fable is the named subject.
+- **Reading every line of every project file.** Cluster sub-agents read the relevant sections of the relevant files; full-file reads are unnecessary and would waste context.
+- **Committing the Fable artifact.** The artifact stays at `docs/artifacts/Fable System Prompt.txt`; clusters quote line ranges but the file itself never enters git.
+- **Adding new `src/` code, new tests, `pyproject.toml` dependencies, or `scripts/` files.**
+- **Running automated tests.** The track is research-only; verification is the brainstorming-skill self-review plus user review.
+- **Creating new `docs/Readme.md` or `docs/AGENTS.md` entries.** The report is at `conductor/tracks/fable_review_20260617/`; it is not in the docs index.
+- **The deferred nagent-rebuild itself.** The recommendations in `decisions.md` are inputs to that future track; the rebuild is not this track.
+
+---
+
+## 13. See Also
+
+### 13.1 Internal References
+
+- **`docs/artifacts/Fable System Prompt.txt`** — the subject of the review. Local-only.
+- **`conductor/tracks/nagent_review_20260608/`** — the nagent corpus. All 11 files in scope.
+- **`conductor/tracks/intent_dsl_survey_20260612/`** — the closest model for this track. The `research/cluster_*.md` pattern is borrowed from this track's `cluster_3_intent_mapping.md`, `cluster_4_meta_tooling_dsls.md`, `cluster_8_metadesk.md`, `cluster_9_verse.md`.
+- **`conductor/tracks/nagent_review_20260608/spec.md`** — the v1 nagent review spec. The "what this track read" and "what this track produces" sections are the model for this spec.
+- **`conductor/workflow.md` §"Tier 1 Track Initialization Rules"** — the rules this spec follows (no day estimates, scope-only, T-shirt size).
+- **`conductor/product.md`** — the product vision. The synthesis report's "what this project does" claims are anchored to this.
+- **`conductor/product-guidelines.md` §"AI-Optimized Compact Style"** — the formatting rules the synthesis report follows.
+- **`conductor/code_styleguides/`** — the convention catalog. The synthesis report references these for "what this project does" claims.
+- **`AGENTS.md`** (root) — the project's top-level agent-facing rules. The synthesis report's "what every agent sees" baseline.
+- **`docs/Readme.md`** — the docs index. The 14 deep-dive guides under `docs/guide_*.md` are the per-source-file references the synthesis report cites.
+
+### 13.2 External References
+
+- **Anthropic's Claude Fable 5 / Mythos announcement:** `https://www.anthropic.com/news/claude-fable-5-mythos-5` (referenced by Fable at line 14; the user did not request we read the announcement directly).
+- **Mike Acton's nagent:** `https://github.com/macton/nagent` (the source of the nagent_review corpus).
+- **Mike Acton's data-oriented design talks:** `https://www.youtube.com/results?search_query=mike+acton+data+oriented` (foundational; nagent is a specific application).
+- **Ryan Fleury, "The Easiest Way To Handle Errors Is To Not Have Them":** `https://www.dgtlgrove.com/p/the-easiest-way-to-handle-errors` (cited in `data_oriented_error_handling_20260606`; consistent with nagent's "data, not control flow" stance).
+- **The project's "errors are data" convention:** `conductor/code_styleguides/error_handling.md` (the data-oriented contrast to Fable's persona-driven error-handling guidance).
+
+### 13.3 Track-internal References
+
+- **`conductor/tracks/fable_review_20260617/spec.md`** — this file.
+- **`conductor/tracks/fable_review_20260617/metadata.json`** — the track metadata (id, scope, blocks, etc.).
+- **`conductor/tracks/fable_review_20260617/state.toml`** — the track state (current_phase, task tracking).
+- **`conductor/tracks/fable_review_20260617/research/cluster_*.md`** — the 10 cluster sub-reports (executed by Tier 3 sub-agents in phase 2).
+- **`conductor/tracks/fable_review_20260617/report.md`** — the main synthesis report (executed by Tier 1 in phase 3).
+- **`conductor/tracks/fable_review_20260617/comparison_table.md`** — the flat verdict table (executed by Tier 1 in phase 4).
+- **`conductor/tracks/fable_review_20260617/decisions.md`** — the recommendations for the deferred nagent-rebuild (executed by Tier 1 in phase 4).
+- **`conductor/tracks/fable_review_20260617/nagent_takeaways_fable_20260617.md`** — the Fable-specific addendum to nagent_takeaways_20260608.md (executed by Tier 1 in phase 4).

conductor/tracks/fable_review_20260617/state.toml

@@ -0,0 +1,128 @@
+# Track state for fable_review_20260617
+# Updated by Tier 2 Tech Lead as tasks complete
+
+[meta]
+track_id = "fable_review_20260617"
+name = "Fable System Prompt Review (Critical Analysis)"
+status = "active"
+current_phase = 0
+last_updated = "2026-06-17"
+user_hard_rule = "docs/artifacts/Fable System Prompt.txt is NEVER committed. The artifact stays at that local path; the report and the cluster sub-references quote line ranges (≤15 words per quote) but the file does not enter git. Do not modify .gitignore for this; the rule is enforced by the implementer's discipline, not by a tracked file. git add . MUST be inspected before each commit in this track."
+
+[blocked_by]
+# None. This track is independent.
+
+[blocks]
+# The deferred nagent-rebuild (per the 2026-06-17 user message; the rebuild is 1-2 weeks out, no track yet).
+deferred_nagent_rebuild = "user-deferred (no track yet); the Fable review's decisions.md is one of several inputs"
+
+[phases]
+phase_1 = { status = "pending", checkpointsha = "", name = "Initialize track + skeletons", tshirt = "S" }
+phase_2 = { status = "pending", checkpointsha = "", name = "Dispatch 10 cluster sub-agents in parallel", tshirt = "L" }
+phase_3 = { status = "pending", checkpointsha = "", name = "Tier 1 writes 17 synthesis sections (max-token-output strategy)", tshirt = "XL" }
+phase_4 = { status = "pending", checkpointsha = "", name = "Tier 1 writes 3 side artifacts", tshirt = "M" }
+phase_5 = { status = "pending", checkpointsha = "", name = "Self-review per the brainstorming skill", tshirt = "S" }
+phase_6 = { status = "pending", checkpointsha = "", name = "User review gate", tshirt = "S" }
+phase_7 = { status = "pending", checkpointsha = "", name = "Final commit + register track in conductor/tracks.md", tshirt = "S" }
+
+[tasks]
+# Tasks within phases. Structure: t<phase>_<n> = { status, commit_sha, description }
+# status: "pending" | "in_progress" | "completed" | "cancelled"
+# The implementing agent marks "in_progress" when starting and "completed" with commit_sha when done.
+
+# Phase 1: Initialize track + skeletons
+t1_1 = { status = "pending", commit_sha = "", description = "Create conductor/tracks/fable_review_20260617/{,research/} directories (done at spec time)." }
+t1_2 = { status = "pending", commit_sha = "", description = "Write spec.md (done at spec time)." }
+t1_3 = { status = "pending", commit_sha = "", description = "Write metadata.json (done at spec time)." }
+t1_4 = { status = "pending", commit_sha = "", description = "Write state.toml (this file; done at spec time)." }
+t1_5 = { status = "pending", commit_sha = "", description = "Write skeleton report.md with all 17 section headers + section 0/1/2 stubs (Tier 2)." }
+t1_6 = { status = "pending", commit_sha = "", description = "Write skeleton comparison_table.md with column headers + 5 sample rows (Tier 2)." }
+t1_7 = { status = "pending", commit_sha = "", description = "Write skeleton decisions.md with the template + 3 sample entries (Tier 2)." }
+t1_8 = { status = "pending", commit_sha = "", description = "Write skeleton nagent_takeaways_fable_20260617.md with a placeholder header (Tier 2)." }
+t1_9 = { status = "pending", commit_sha = "", description = "Register the track in conductor/tracks.md (Active section; Tier 2)." }
+t1_10 = { status = "pending", commit_sha = "", description = "Phase 1 checkpoint commit (per conductor/workflow.md)." }
+
+# Phase 2: Dispatch 10 cluster sub-agents in parallel
+# 10 sub-tasks, one per cluster. Each is a Tier 3 sub-agent dispatch.
+t2_1 = { status = "pending", commit_sha = "", description = "Cluster 1: Product Branding & 'Helpful Assistant' Persona. Sub-agent: Tier 3 worker. Read budget: 600 lines. Output: research/cluster_1_product_branding.md (200-500 lines)." }
+t2_2 = { status = "pending", commit_sha = "", description = "Cluster 2: Refusal Architecture & 'Safety Theater'. Sub-agent: Tier 3 worker. Read budget: 800 lines. Output: research/cluster_2_refusal_architecture.md (200-500 lines)." }
+t2_3 = { status = "pending", commit_sha = "", description = "Cluster 3: User Wellbeing / Mental-Health Watchdog. Sub-agent: Tier 3 worker. Read budget: 800 lines. Output: research/cluster_3_user_wellbeing_watchdog.md (200-500 lines)." }
+t2_4 = { status = "pending", commit_sha = "", description = "Cluster 4: Tone & Formatting Constraints. Sub-agent: Tier 3 worker. Read budget: 600 lines. Output: research/cluster_4_tone_and_formatting.md (200-500 lines)." }
+t2_5 = { status = "pending", commit_sha = "", description = "Cluster 5: Mistakes & Criticism Handling. Sub-agent: Tier 3 worker. Read budget: 500 lines. Output: research/cluster_5_mistakes_and_criticism.md (200-500 lines)." }
+t2_6 = { status = "pending", commit_sha = "", description = "Cluster 6: Evenhandedness & Contested Content. Sub-agent: Tier 3 worker. Read budget: 700 lines. Output: research/cluster_6_evenhandedness.md (200-500 lines)." }
+t2_7 = { status = "pending", commit_sha = "", description = "Cluster 7: Epistemic Discipline & Search Strategy. Sub-agent: Tier 3 worker. Read budget: 800 lines. Output: research/cluster_7_epistemic_discipline.md (200-500 lines)." }
+t2_8 = { status = "pending", commit_sha = "", description = "Cluster 8: Memory System & Persistent Storage. Sub-agent: Tier 3 worker. Read budget: 800 lines. Output: research/cluster_8_memory_and_storage.md (200-500 lines)." }
+t2_9 = { status = "pending", commit_sha = "", description = "Cluster 9: Computer-Use / Skills / File Workflow. Sub-agent: Tier 3 worker. Read budget: 700 lines. Output: research/cluster_9_computer_use.md (200-500 lines)." }
+t2_10 = { status = "pending", commit_sha = "", description = "Cluster 10: MCP App Suggestions & Third-Party Connectors. Sub-agent: Tier 3 worker. Read budget: 600 lines. Output: research/cluster_10_mcp_app_suggestions.md (200-500 lines)." }
+t2_11 = { status = "pending", commit_sha = "", description = "Phase 2 checkpoint commit (per conductor/workflow.md)." }
+
+# Phase 3: Tier 1 writes 17 synthesis sections (max-token-output strategy)
+# 17 sub-tasks, one per synthesis section. Each is a Tier 1 write pass + per-file atomic commit.
+t3_0 = { status = "pending", commit_sha = "", description = "Section 0: TL;DR + Verdict Scorecard (1-page summary table). Source: all clusters. Approx LOC: 100." }
+t3_1 = { status = "pending", commit_sha = "", description = "Section 1: The 3 Sources (Fable, Manual Slop, nagent) - what's in scope. Source: n/a. Approx LOC: 200." }
+t3_2 = { status = "pending", commit_sha = "", description = "Section 2: The 'Useful vs Persona vs Anti-User' Framework. Source: n/a. Approx LOC: 250." }
+t3_3 = { status = "pending", commit_sha = "", description = "Section 3: Fable's Product Branding & 'Helpful Assistant' Persona. Source: cluster 1. Approx LOC: 300." }
+t3_4 = { status = "pending", commit_sha = "", description = "Section 4: Fable's Refusal Architecture & 'Safety Theater'. Source: cluster 2. Approx LOC: 350." }
+t3_5 = { status = "pending", commit_sha = "", description = "Section 5: Fable's Mental-Health Watchdog Framing. Source: cluster 3. Approx LOC: 350." }
+t3_6 = { status = "pending", commit_sha = "", description = "Section 6: Fable's Tone & Formatting Constraints. Source: cluster 4. Approx LOC: 250." }
+t3_7 = { status = "pending", commit_sha = "", description = "Section 7: Fable's Mistake Handling. Source: cluster 5. Approx LOC: 200." }
+t3_8 = { status = "pending", commit_sha = "", description = "Section 8: Fable's Evenhandedness & Contested Content. Source: cluster 6. Approx LOC: 300." }
+t3_9 = { status = "pending", commit_sha = "", description = "Section 9: Fable's Epistemic Discipline & Search Strategy. Source: cluster 7. Approx LOC: 350." }
+t3_10 = { status = "pending", commit_sha = "", description = "Section 10: Fable's Memory System & Persistent Storage. Source: cluster 8. Approx LOC: 350." }
+t3_11 = { status = "pending", commit_sha = "", description = "Section 11: Fable's Computer-Use / File Workflow. Source: cluster 9. Approx LOC: 300." }
+t3_12 = { status = "pending", commit_sha = "", description = "Section 12: Fable's MCP App Suggestions. Source: cluster 10. Approx LOC: 250." }
+t3_13 = { status = "pending", commit_sha = "", description = "Section 13: The 'Genuinely Useful' Patterns (Manual Slop should adopt). Source: clusters 7-10. Approx LOC: 350." }
+t3_14 = { status = "pending", commit_sha = "", description = "Section 14: The 'Anti-User Watchdog' Patterns (Manual Slop should explicitly reject). Source: clusters 2-6. Approx LOC: 350." }
+t3_15 = { status = "pending", commit_sha = "", description = "Section 15: The 'Persona Performance' Patterns (irrelevant to the rebuild). Source: clusters 1, 4, 5, 8. Approx LOC: 250." }
+t3_16 = { status = "pending", commit_sha = "", description = "Section 16: Recommendations for the deferred nagent-rebuild. Source: all clusters. Approx LOC: 200." }
+t3_17 = { status = "pending", commit_sha = "", description = "Section 17: References (file:line index). Source: all. Approx LOC: 150." }
+t3_18 = { status = "pending", commit_sha = "", description = "Phase 3 checkpoint commit; verify report.md >3500 LOC." }
+
+# Phase 4: Tier 1 writes 3 side artifacts
+t4_1 = { status = "pending", commit_sha = "", description = "Write comparison_table.md (~100 rows; 600-800 lines)." }
+t4_2 = { status = "pending", commit_sha = "", description = "Write decisions.md (15-20 recommendations; 400-600 lines)." }
+t4_3 = { status = "pending", commit_sha = "", description = "Write nagent_takeaways_fable_20260617.md (~150 lines)." }
+t4_4 = { status = "pending", commit_sha = "", description = "Phase 4 checkpoint commit." }
+
+# Phase 5: Self-review per the brainstorming skill
+t5_1 = { status = "pending", commit_sha = "", description = "Placeholder scan: no TBD / TODO / incomplete sections." }
+t5_2 = { status = "pending", commit_sha = "", description = "Internal consistency: cluster verdicts match synthesis verdicts." }
+t5_3 = { status = "pending", commit_sha = "", description = "Scope check: no agent-directive file modified; no new src/ code." }
+t5_4 = { status = "pending", commit_sha = "", description = "Ambiguity check: every verdict is unambiguous; every recommendation is actionable." }
+t5_5 = { status = "pending", commit_sha = "", description = "Fable-artifact discipline: git log --all --full-history -- 'docs/artifacts/Fable*' returns zero entries." }
+t5_6 = { status = "pending", commit_sha = "", description = "Phase 5 checkpoint commit." }
+
+# Phase 6: User review gate
+t6_1 = { status = "pending", commit_sha = "", description = "Present the report to the user." }
+t6_2 = { status = "pending", commit_sha = "", description = "User approves or iterates." }
+t6_3 = { status = "pending", commit_sha = "", description = "Phase 6 checkpoint commit (after user approval)." }
+
+# Phase 7: Final commit + register track in conductor/tracks.md
+t7_1 = { status = "pending", commit_sha = "", description = "Update conductor/tracks.md to register the track as completed." }
+t7_2 = { status = "pending", commit_sha = "", description = "Final state.toml update: current_phase = 7, status = 'active' (until archived)." }
+t7_3 = { status = "pending", commit_sha = "", description = "Track checkpoint commit (per conductor/workflow.md §Phase Completion Verification and Checkpointing Protocol)." }
+t7_4 = { status = "pending", commit_sha = "", description = "Attach audit report to the checkpoint commit as a git note (per conductor/workflow.md)." }
+
+[verification]
+# Filled as phases complete. The metadata.json's verification_criteria is the source of truth.
+all_10_cluster_sub_reports_committed = false
+all_10_cluster_sub_reports_200_to_500_lines = false
+all_10_cluster_sub_reports_have_fable_citations = false
+all_10_cluster_sub_reports_have_project_citations = false
+all_10_cluster_sub_reports_have_nagent_citations = false
+all_10_cluster_sub_reports_have_verdict = false
+all_10_cluster_sub_reports_have_synthesis_notes = false
+synthesis_report_has_17_sections = false
+synthesis_report_over_3500_loc = false
+synthesis_report_sections_reference_clusters = false
+comparison_table_exists = false
+comparison_table_has_100_rows = false
+decisions_exists = false
+decisions_has_15_to_20_recommendations = false
+nagent_takeaways_fable_exists = false
+nagent_takeaways_fable_is_150_lines = false
+fable_artifact_never_committed = false
+self_review_complete = false
+user_review_approved = false
+conductor_tracks_md_updated = false
+all_commits_are_atomic_with_git_notes = false

scripts/tier2/fetch_tier2_branch.ps1

@@ -0,0 +1,143 @@
+# scripts/tier2/fetch_tier2_branch.ps1
+<#
+.SYNOPSIS
+  Fetch a Tier 2 autonomous branch from the sandboxed clone into the main repo.
+
+.DESCRIPTION
+  The Tier 2 sandbox blocks git push (and all other destructive git ops). After
+  Tier 2 finishes a track, this script is the bridge: it fetches the
+  tier2/<track> branch from the sandboxed clone (C:\projects\manual_slop_tier2)
+  into the main repo (C:\projects\manual_slop), creating a local
+  review/<track> branch so your working tree is untouched.
+
+  You can then review the diff, merge to main, and push to origin yourself.
+
+  This script does NOT push to origin. Pushing is the user's call.
+
+.PARAMETER TrackName
+  The track name (e.g., send_result_to_send_20260616). The branch fetched is
+  tier2/<TrackName>.
+
+.PARAMETER MainRepoPath
+  Path to the main repo. Default: C:\projects\manual_slop
+
+.PARAMETER Tier2ClonePath
+  Path to the Tier 2 sandboxed clone. Default: C:\projects\manual_slop_tier2
+
+.PARAMETER RemoteName
+  The git remote name to use for the Tier 2 clone. Default: tier2-clone
+
+.EXAMPLE
+  pwsh -File scripts\tier2\fetch_tier2_branch.ps1 -TrackName send_result_to_send_20260616
+
+  Fetches tier2/send_result_to_send_20260616 from the sandboxed clone and
+  creates review/send_result_to_send_20260616 in the main repo.
+
+.EXAMPLE
+  pwsh -File scripts\tier2\fetch_tier2_branch.ps1 -TrackName my_track -RemoteName sandbox
+
+  Same as above but uses 'sandbox' as the remote name (in case tier2-clone is taken).
+#>
+[CmdletBinding(SupportsShouldProcess = $true)]
+param(
+    [Parameter(Mandatory = $true)]
+    [string]$TrackName,
+
+    [string]$MainRepoPath = "C:\projects\manual_slop",
+    [string]$Tier2ClonePath = "C:\projects\manual_slop_tier2",
+    [string]$RemoteName = "tier2-clone"
+)
+
+$ErrorActionPreference = "Stop"
+
+# Resolve to absolute paths
+$MainRepoPath = (Resolve-Path $MainRepoPath -ErrorAction SilentlyContinue)?.Path
+if (-not $MainRepoPath) {
+    throw "Main repo not found at $MainRepoPath. Adjust -MainRepoPath."
+}
+if (-not (Test-Path $Tier2ClonePath)) {
+    throw "Tier 2 clone not found at $Tier2ClonePath. Run setup_tier2_clone.ps1 first."
+}
+
+$BranchName = "tier2/$TrackName"
+$ReviewBranch = "review/$TrackName"
+
+Write-Host "[fetch] Track: $TrackName"
+Write-Host "[fetch] Branch in sandbox: $BranchName"
+Write-Host "[fetch] Local review branch: $ReviewBranch"
+Write-Host "[fetch] Main repo: $MainRepoPath"
+Write-Host "[fetch] Tier 2 clone: $Tier2ClonePath"
+Write-Host ""
+
+# 1. Verify the branch exists in the Tier 2 clone
+Push-Location $Tier2ClonePath
+try {
+    $branchSha = git rev-parse --verify $BranchName 2>$null
+    if (-not $branchSha) {
+        $available = git branch --format='%(refname:short)' | Where-Object { $_ -like 'tier2/*' }
+        throw "Branch $BranchName does not exist in Tier 2 clone. Available tier2/* branches: $($available -join ', ')"
+    }
+    Write-Host "[fetch] Found branch in sandbox: $BranchName ($($branchSha.Substring(0,7)))"
+} finally {
+    Pop-Location
+}
+
+# 2. Add the Tier 2 clone as a remote in the main repo (if not already)
+Push-Location $MainRepoPath
+try {
+    $currentRemote = git remote get-url $RemoteName 2>$null
+    if ($currentRemote -eq $Tier2ClonePath) {
+        Write-Host "[fetch] Remote '$RemoteName' already points to Tier 2 clone"
+    } elseif ($currentRemote) {
+        Write-Host "[fetch] Remote '$RemoteName' exists but points elsewhere; updating"
+        git remote set-url $RemoteName $Tier2ClonePath
+    } else {
+        Write-Host "[fetch] Adding remote '$RemoteName' -> $Tier2ClonePath"
+        git remote add $RemoteName $Tier2ClonePath
+    }
+
+    # 3. Fetch the branch
+    Write-Host "[fetch] Fetching $BranchName from $RemoteName"
+    git fetch $RemoteName $BranchName 2>&1 | Out-Null
+
+    # 4. Create or reset the local review branch
+    if (git rev-parse --verify $ReviewBranch 2>$null) {
+        Write-Host "[fetch] Local review branch $ReviewBranch exists; resetting to $RemoteName/$BranchName"
+        git branch -f $ReviewBranch "$RemoteName/$BranchName"
+    } else {
+        Write-Host "[fetch] Creating local review branch $ReviewBranch"
+        git branch $ReviewBranch "$RemoteName/$BranchName"
+    }
+
+    # 5. Print summary
+    $currentBranch = git rev-parse --abbrev-ref HEAD
+    $commitsAhead = git rev-list --count "$RemoteName/$BranchName" "^$currentBranch" 2>$null
+    if (-not $commitsAhead) { $commitsAhead = 0 }
+    $filesChanged = (git diff --stat "$currentBranch..$ReviewBranch" | Measure-Object -Line).Lines - 1
+    if ($filesChanged -lt 0) { $filesChanged = 0 }
+    $firstLine = (git log --oneline "$currentBranch..$ReviewBranch" | Select-Object -First 1)
+
+    Write-Host ""
+    Write-Host "=== Summary ==="
+    Write-Host "  Branch:              $BranchName"
+    Write-Host "  Local review branch: $ReviewBranch"
+    Write-Host "  Your current branch: $currentBranch (untouched)"
+    Write-Host "  Commits ahead:       $commitsAhead"
+    Write-Host "  Files changed:       $filesChanged"
+    Write-Host "  First commit:        $firstLine"
+    Write-Host ""
+    Write-Host "=== Next steps ==="
+    Write-Host "  1. Inspect the diff:"
+    Write-Host "       git diff $currentBranch..$ReviewBranch"
+    Write-Host "       git log $currentBranch..$ReviewBranch"
+    Write-Host "  2. Inspect specific files:"
+    Write-Host "       git show $ReviewBranch -- <path>"
+    Write-Host "  3. If approved, merge to your current branch:"
+    Write-Host "       git merge --no-ff $ReviewBranch"
+    Write-Host "  4. Push to origin (from main, in the non-sandboxed session):"
+    Write-Host "       git push origin $currentBranch"
+    Write-Host ""
+    Write-Host "[fetch] done. The review branch is local-only; nothing has been pushed to origin."
+} finally {
+    Pop-Location
+}