diff --git a/.sf/PROJECT.md b/.sf/PROJECT.md
index 8a529695e..1d552785c 100644
--- a/.sf/PROJECT.md
+++ b/.sf/PROJECT.md
@@ -1,45 +1,27 @@
----
-generated: 2026-05-10T18:47:00Z
-sf_version: 2.75.3
----
+# Project: SF Autonomous Self-Healing
 
-# SF — Singularity Forge
+## What This Is
 
-**What it does:** Autonomous repo operator built on Pi SDK. Takes bounded intent, applies PDD/TDD gates, executes milestones/slices/tasks with self-healing recovery, and produces verified software.
+This project implements self-healing capabilities for the Singularity Forge (SF) autonomous execution loop. It addresses the issue of the loop halting silently when encountering blocking states, such as "needs-attention" validation verdicts, by introducing graduated escalation (notifications, self-feedback) and automated recovery (auto-remediation, auto-deferral).
 
-**Core value:** Purpose-to-software compiler — not a generic coding assistant. Every unit must name its purpose, consumer, and falsifiable contract before implementation.
+## Core Value
 
-**Current state:** Active. DB healthy. M001-6377a4 in progress — S01 (doctrine alignment) and S02 (runaway guard + gap-audit) complete. S03 (deepen reliability / verification evidence) is next.
+The autonomous loop should never sit silently stuck. Every halt must be communicated to the operator and, where safe, attempts should be made to resolve the blockage autonomously.
 
-**Architecture:** TypeScript monorepo (7 workspace packages), Rust N-API engine, Next.js web frontend, Pi SDK harness. Extension source at `src/resources/extensions/sf/` compiled to `dist/resources/extensions/sf/`.
+## Current State
+
+The SF autonomous loop identifies terminal states (action: "stop") in its dispatch rules, but the loop simply ceases execution without proactive notification. Stuck detection exists for cycles (sliding-window) but not for persistent "stop" states.
+
+## Architecture / Key Patterns
+
+- **Auto-Loop**: `src/resources/extensions/sf/auto/loop.js` manages iteration and phase dispatch.
+- **Dispatch Rules**: `src/resources/extensions/sf/uok/auto-dispatch.js` determines the next action based on milestone/slice state.
+- **Self-Feedback**: `src/resources/extensions/sf/self-feedback.js` provides the registry for anomalous behavior.
+
+## Capability Contract
+
+See `.sf/REQUIREMENTS.md` for the explicit capability contract, requirement status, and coverage mapping.
 
 ## Milestone Sequence
 
-- [x] **M001-3hf5k0**: DB Recovery and S01-T01 Execution — complete
-- [ ] **M001-6377a4**: M001 Roadmap — stabilize core doctrine, sharpen execution, deepen reliability, keep surfaces coherent, prepare ACE convergence
-  - [x] S01 — Doctrine alignment (CLI/help surfaces)
-  - [x] S02 — Runaway guard + gap-audit cleanup
-  - [ ] S03 — Deepen reliability / verification evidence (T02–T04 pending)
-  - [ ] S04 — Keep product surfaces coherent
-  - [ ] S05 — Prepare ACE convergence deliberately
-
-## Key Verification Commands
-
-```bash
-# Run full test suite
-npm run test
-
-# Build core
-npm run build:core
-
-# Type check extensions
-npm run typecheck:extensions
-
-# Lint
-npm run lint
-
-# Rust checks
-for d in "rust-engine" "rust-engine/crates/ast" "rust-engine/crates/engine" "rust-engine/crates/grep"; do
-  (cd "$d" && cargo check && cargo test -- --test-threads=2 && cargo clippy -- -D warnings)
-done
-```
+- [ ] M003: Autonomous Self-Healing and Escalation — Implement loop watchdog, notification plumbing, and validation-recovery policies.
diff --git a/.sf/REQUIREMENTS.md b/.sf/REQUIREMENTS.md
index e62a8cbb0..2d8bd0fbb 100644
--- a/.sf/REQUIREMENTS.md
+++ b/.sf/REQUIREMENTS.md
@@ -1,94 +1,89 @@
----
-generated: 2026-05-10T03:56:00Z
----
+# Requirements: Autonomous Self-Healing
 
-# Requirements
-
-This file captures the explicit capability and coverage contract for SF.
+This file is the explicit capability and coverage contract for the project.
 
 ## Active
 
-### R001 — Doctrine Alignment
-- Class: core-capability
+### R001 — Idle Halt Detection
+- Class: failure-visibility
 - Status: active
-- Description: SF's product surfaces (CLI help, system prompt, summarization prompt) explicitly frame SF as a "purpose-driven software compiler" instead of a generic "AI coding assistant".
-- Why it matters: ADR-0000 defines SF's product contract. Product surfaces that describe SF as a "coding assistant" violate the contract and confuse users and LLMs about SF's nature.
-- Source: M001-6377a4/S01 planning
-- Primary owning slice: M001-3hf5k0/S01
+- Description: The autonomous loop must detect when it is in a `stop` state that has persisted beyond a configurable time threshold.
+- Why it matters: Prevents the loop from sitting idle without the operator knowing.
+- Source: spec
+- Primary owning slice: M003/S01
 - Supporting slices: none
 - Validation: unmapped
-- Notes: Target files confirmed by grep; mechanical string replacements only
+- Notes: Requires a watchdog timer in `auto/loop.js`.
 
-### R002 — DB State Integrity
+### R002 — Multi-Channel Notification
+- Class: failure-visibility
+- Status: active
+- Description: Persistent and transient notifications must fire when a halt is detected.
+- Why it matters: Ensures the operator sees the "stuck" signal across different surfaces (TUI, terminal, push).
+- Source: spec
+- Primary owning slice: M003/S02
+- Supporting slices: none
+- Validation: unmapped
+- Notes: Should use `ctx.ui.notify` and a durable log like `.sf/notifications.jsonl`.
+
+### R003 — Halt Self-Feedback
 - Class: quality-attribute
 - Status: active
-- Description: SF's SQLite DB (`.sf/sf.db`) must be readable and not malformed. Recovery from backup must restore the full planning state.
-- Why it matters: Without a readable DB, SF blocks all milestone planning and autonomous execution.
-- Source: M001-6377a4/S01 planning
-- Primary owning slice: M001-3hf5k0/S01
+- Description: Every autonomous halt must produce a structured self-feedback entry capturing the stuck state and reason.
+- Why it matters: Provides a durable audit trail and allows for future "triage" units to address the cause.
+- Source: spec
+- Primary owning slice: M003/S03
 - Supporting slices: none
 - Validation: unmapped
-- Notes: Backup at `.sf/backups/db/sf.db.2026-05-10T02-42-23-822Z` contains M001-6377a4 with 5 slices and 1 task
+- Notes: Filed with severity `high` if blocking.
 
-## Deferred
-
-### R003 — A2A Adoption
-- Class: integration
-- Status: deferred
-- Description: Adopt A2A as the internal agent communication protocol, wrapping MessageBus as transport.
-- Why it matters: Standardizes agent messaging semantics without replacing the SQLite-backed MessageBus infrastructure.
-- Source: docs/plans/A2A_ADOPTION_PLAN.md
-- Primary owning slice: none (Tier 1)
+### R004 — Auto-Remediation Dispatch
+- Class: differentiator
+- Status: active
+- Description: When a milestone is stuck on `needs-attention`, SF should autonomously dispatch a remediation unit if a clear plan exists.
+- Why it matters: Reduces human intervention for common validation failures.
+- Source: spec
+- Primary owning slice: M003/S04
 - Supporting slices: none
 - Validation: unmapped
-- Notes: 6-phase migration plan exists in docs/plans/A2A_ADOPTION_PLAN.md
+- Notes: Leverages existing `replan-slice` or a new `remediation-slice`.
 
-### R004 — Unified Dispatch Architecture
-- Class: architecture
-- Status: deferred
-- Description: Merge parallel-orchestrator and slice-parallel-orchestrator into WorktreeOrchestrator, then extract DispatchService API.
-- Why it matters: Eliminates ~80% code duplication between the two orchestrators and provides a unified dispatch surface.
-- Source: docs/plans/UNIFIED_DISPATCH_V2.md
-- Primary owning slice: none (Phase 1 = Week 1)
+### R005 — Auto-Defer Confidence Policy
+- Class: constraint
+- Status: active
+- Description: High-confidence findings that match specific categories can be auto-deferred to unblock completion.
+- Why it matters: Prevents trivial findings from stopping the pipeline.
+- Source: spec
+- Primary owning slice: M003/S05
 - Supporting slices: none
 - Validation: unmapped
-- Notes: 6-phase plan; Phase 1 is merge (highest value, lowest risk)
+- Notes: Requires a threshold check (e.g., confidence < 0.3).
 
-### R005 — DB Schema Separation
+### R006 — Fail-Open Safety
 - Class: quality-attribute
-- Status: deferred
-- Description: Normalize milestone/slice/task tables into spec + runtime + evidence tables per ADR-0077.
-- Why it matters: Clear semantics (spec=intent, runtime=state, evidence=history), better query performance, auditability.
-- Source: docs/adr/0077-spec-runtime-evidence-schema-separation.md
-- Primary owning slice: none (v3.0 target)
+- Status: active
+- Description: Failure of the self-heal logic itself must not crash the autonomous loop or worsen the halt.
+- Why it matters: System robustness.
+- Source: spec
+- Primary owning slice: M003/S06
 - Supporting slices: none
 - Validation: unmapped
-- Notes: Proposed; implementation phased across milestone tables first
-
-## Out of Scope
-
-### R010 — MCP Server
-- Class: anti-feature
-- Status: out-of-scope
-- Description: SF must not ship or revive an MCP server package or runtime endpoint.
-- Why it matters: SF-owned tools must remain native SF/pi tools per .sf/ANTI-GOALS.md.
-- Source: .sf/ANTI-GOALS.md
-- Notes: SF may consume external MCP servers as a client.
+- Notes: Standard try/catch protection.
 
 ## Traceability
 
 | ID | Class | Status | Primary owner | Supporting | Proof |
 |---|---|---|---|---|---|
-| R001 | core-capability | active | M001-3hf5k0/S01 | none | unmapped |
-| R002 | quality-attribute | active | M001-3hf5k0/S01 | none | unmapped |
-| R003 | integration | deferred | none | none | unmapped |
-| R004 | architecture | deferred | none | none | unmapped |
-| R005 | quality-attribute | deferred | none | none | unmapped |
-| R010 | anti-feature | out-of-scope | none | none | n/a |
+| R001 | failure-visibility | active | M003/S01 | none | unmapped |
+| R002 | failure-visibility | active | M003/S02 | none | unmapped |
+| R003 | quality-attribute | active | M003/S03 | none | unmapped |
+| R004 | differentiator | active | M003/S04 | none | unmapped |
+| R005 | constraint | active | M003/S05 | none | unmapped |
+| R006 | quality-attribute | active | M003/S06 | none | unmapped |
 
 ## Coverage Summary
 
-- Active requirements: 2
-- Mapped to slices: 2
+- Active requirements: 6
+- Mapped to slices: 6
 - Validated: 0
 - Unmapped active requirements: 0
diff --git a/.sf/backups/db/maintenance.json b/.sf/backups/db/maintenance.json
index 214c40254..9cf3f2d9b 100644
--- a/.sf/backups/db/maintenance.json
+++ b/.sf/backups/db/maintenance.json
@@ -1,3 +1,3 @@
 {
-  "lastFullVacuumAt": "2026-05-14T02:00:33.831Z"
+  "lastFullVacuumAt": "2026-05-14T08:46:30.761Z"
 }
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diff --git a/.sf/model-catalog/google-gemini-cli.json b/.sf/model-catalog/google-gemini-cli.json
new file mode 100644
index 000000000..e5d96214f
--- /dev/null
+++ b/.sf/model-catalog/google-gemini-cli.json
@@ -0,0 +1 @@
+{"fetchedAt":"2026-05-14T02:00:36.613Z","modelIds":["gemini-2.5-flash","gemini-2.5-flash-lite","gemini-2.5-pro","gemini-3-flash-preview","gemini-3-pro-preview","gemini-3.1-flash-lite-preview","gemini-3.1-pro-preview"]}
\ No newline at end of file
diff --git a/.sf/model-catalog/openai-codex.json b/.sf/model-catalog/openai-codex.json
new file mode 100644
index 000000000..a35229901
--- /dev/null
+++ b/.sf/model-catalog/openai-codex.json
@@ -0,0 +1 @@
+{"fetchedAt":"2026-05-14T02:00:35.580Z","modelIds":["gpt-5.5","gpt-5.4","gpt-5.4-mini","gpt-5.3-codex","gpt-5.2"]}
\ No newline at end of file
diff --git a/.sf/model-catalog/openrouter.json b/.sf/model-catalog/openrouter.json
index 5459fe2a6..fe6fecc26 100644
--- a/.sf/model-catalog/openrouter.json
+++ b/.sf/model-catalog/openrouter.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/.sf/reflection/2026-05-14T02-49-45-429Z-report.md b/.sf/reflection/2026-05-14T02-49-45-429Z-report.md
new file mode 100644
index 000000000..394028f63
--- /dev/null
+++ b/.sf/reflection/2026-05-14T02-49-45-429Z-report.md
@@ -0,0 +1,51 @@
+# SF Reflection — 2026-05-14
+
+## Pattern clusters
+
+**The Self-Feedback Data Plane is Isolated and Unstructured**
+- **Entries:** sf-mp4rp6y2-31jfau, sf-mp4rxkwt-sfthez, sf-mp4rxkwx-jz0soh, sf-mp4rxkx0-fkt3e2
+- **Structural commonality:** The self-feedback system operates as a primitive, disconnected FIFO list. It lacks relational semantics (duplicate/supersedes), taxonomy (unbounded kind strings), prioritization (no impact scoring), and cross-channel knowledge sharing (resolutions don't populate the memory graph). This prevents systemic pattern matching and prioritization.
+- **Suggested rollup:** File a single `architecture-defect` to overhaul the self-feedback schema (add relations, impact scoring, kind taxonomy) and wire resolution events into the `memory-store`.
+
+**Trust Gaps in the Agentic Resolution Pipeline**
+- **Entries:** sf-mp4vxusa-pn2tnd (open), sf-mp4rxkwn-jmp039 (resolved), sf-mp4qoby4-meiir7 (resolved)
+- **Structural commonality:** The system allows agents to self-report issue resolutions without cryptographically or structurally verifying the evidence. While recent commits closed some loopholes (AC1 commit existence, canonical evidence shape), the system still structurally trusts the agent's claim about *what* a commit does (AC2 file matching is missing) rather than independently verifying it.
+- **Suggested rollup:** Promote to requirement. The pipeline must shift from "trust agent claims" to "empirically verify agent evidence" across all resolution paths.
+
+**Core Capabilities Decoupled from Peripheral Flows**
+- **Entries:** sf-mp4w2dij-xm6cwj, sf-mp4rxkwb-l4baga
+- **Structural commonality:** Powerful core SF primitives are built but not applied to edge workflows. The autonomous dispatcher does not schedule the triage worker (leaving it manual), and the LLM safety/reasoning stack is bypassed by a legacy regex security gate.
+- **Suggested rollup:** No action because these are appropriately covered by their existing entries, but they share a root cause of siloed feature development.
+
+## Commit / ledger gap
+
+- **Silent Fix / Stale Ledger:** Commits `62b19d7ba` and `e161a59e2` explicitly implement Phase 1A and 1B of the reflection layer, yet entry `sf-mp4uzvcd-pazg6v` (architecture-defect:no-reflection-layer-over-self-feedback-corpus) remains OPEN in the ledger.
+- **Partial Execution Splitting:** Commit `4af10ac1b` partially addresses outcomes verification (AC1), and `sf-mp4vxusa-pn2tnd` was appropriately filed to track the remainder (AC2). The ledger accurately reflects this split.
+
+## Stale validation drift
+
+- **M001-6377a4:** The validation verdict is `needs-attention` and the milestone is `[active]`, yet its internal state shows slices S01 through S05 are all `[complete]` with 12/12 tasks completed. This is severe drift: the execution plane thinks it is completely finished, but the validation plane is holding the milestone open, likely based on stale diagnostic data from before the tasks were completed.
+
+## Deepest architectural concern
+
+**The Self-Feedback Data Plane is Isolated and Unstructured.**
+The single highest-leverage change is redesigning the self-feedback subsystem from a flat log into a structured graph that integrates with SF's memory. As long as kinds are unbounded, relations are impossible, and resolutions are hidden from the memory graph, SF will continue to "forget" its own triaged solutions and fail to cluster identical root causes. 
+*Concrete refactor:* Execute a schema migration to add `self_feedback_relations` (supersedes/blocks), `impact_score`, and enforce a `domain:family` taxonomy on `kind`. Wire the `markResolved` success path to push a summarized memory into `memory-store`.
+
+## Recommended new self-feedback entries
+
+- **kind:** `reflection:self-feedback-schema-and-integration`
+  **severity:** high
+  **summary:** Overhaul self-feedback to support relations, impact scoring, kind taxonomy, and memory-store integration.
+  **transitively addresses:** sf-mp4rp6y2-31jfau, sf-mp4rxkwt-sfthez, sf-mp4rxkwx-jz0soh, sf-mp4rxkx0-fkt3e2
+
+- **kind:** `reflection:stale-ledger-reflection-phase1`
+  **severity:** low
+  **summary:** Close sf-mp4uzvcd-pazg6v (no-reflection-layer) as it was implemented in commits 62b19d7ba and e161a59e2.
+  **transitively addresses:** sf-mp4uzvcd-pazg6v
+
+## Compared to last report
+
+(No prior report available for comparison. All patterns are new findings.)
+
+REFLECTION_COMPLETE
diff --git a/.sf/safety/evidence-M001-6377a4-S05-T02.json b/.sf/safety/evidence-M001-6377a4-S05-T02.json
new file mode 100644
index 000000000..c016d454d
--- /dev/null
+++ b/.sf/safety/evidence-M001-6377a4-S05-T02.json
@@ -0,0 +1,276 @@
+[
+  {
+    "kind": "write",
+    "toolCallId": "tool_MuEDanVQccNFg308TTKEsh43",
+    "path": "docs/dev/sf-ace-patterns.md",
+    "timestamp": 1778630671328
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_KHVFjUy0MZyPnrGJuKCdbsCH",
+    "command": "rm docs/dev/sf-ace-patterns.md.draft && test -f docs/dev/sf-ace-patterns.md && echo \"File exists\" && grep -c \"^## \" docs/dev/sf-ace-patterns.md && ! grep -q \"TODO\\|TBD\" docs/dev/sf-ace-patterns.md && echo \"No TODOs/TBDs\"",
+    "exitCode": 0,
+    "outputSnippet": "File exists\n7\nNo TODOs/TBDs\n",
+    "timestamp": 1778630681476
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_UPFe4zzqhzYN2bBDpHaRd7iw",
+    "path": "docs/dev/sf-ace-patterns.md",
+    "timestamp": 1778630693069
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_DT3rqKEIOU1gKOfCdlNnz3KI",
+    "command": "test -f docs/dev/sf-ace-patterns.md && grep -c \"^## \" docs/dev/sf-ace-patterns.md && ! grep -q \"TODO\\|TBD\" docs/dev/sf-ace-patterns.md && echo \"All checks passed\"",
+    "exitCode": 0,
+    "outputSnippet": "6\nAll checks passed\n",
+    "timestamp": 1778630699418
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_5Neos7DsZavn3HaIiQ7RWok8",
+    "command": "git status --short",
+    "exitCode": 0,
+    "outputSnippet": " M .sf/metrics.db\n M .sf/metrics.db-shm\n M .sf/metrics.db-wal\n D .sf/safety/evidence-M001-6377a4-S05-T01.json\n M .sf/traces/latest\n D docs/dev/sf-ace-patterns.md.draft\n?? .sf/safety/evidence-M001-6377a4-S05-T02.json\n?? docs/dev/sf-ace-patterns.md\n",
+    "timestamp": 1778630705763
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_WiPwvui2dfPrazaog1UlTscV",
+    "path": "src/resources/extensions/sf/doctor.js",
+    "timestamp": 1778631078725
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_k9RDaGqRyVuY78k6SEH278el",
+    "path": "src/resources/extensions/sf/doctor.js",
+    "timestamp": 1778631089493
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_8AXl5rylVOj8KHTbJ4DnjTFU",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631175917
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_MRt3KEakKSwMQ6KeFESHbQ7I",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631224258
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_xbiIjGe68bvZmREEa257Giiw",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1",
+    "exitCode": 1,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n\n\u001b[31m⎯⎯⎯⎯⎯⎯\u001b[39m\u001b[1m\u001b[41m Failed Suites 1 \u001b[49m\u001b[22m\u001b[31m⎯⎯⎯⎯⎯⎯⎯\u001b[39m\n\n\u001b[41m\u001b[1m FAIL \u001b[22m\u001b[49m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m [ src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs ]\u001b[22m\n\u001b[31m\u001b[1mError\u001b[22m: Failed to parse source for import analysis because the content contains invalid JS syntax. If you are using JSX, make sur",
+    "timestamp": 1778631232684
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_dz39sZOxkUes7tLsrDk58m5v",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631257305
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_LLm28HfWuK4pZqAercG0pwzN",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1",
+    "exitCode": 1,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22mrunFlowAudit_when_optional_orphan_is_over_budget_and_cleanup_enabled_kills_without_warning\u001b[32m 22\u001b[2mms\u001b[22m\u001b[39m\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22m",
+    "timestamp": 1778631264805
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_AHVI28B1ZqQXUX6AdG1sS1TG",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631371934
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_ugsNouhScVZgGv9o5au36yVm",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631390368
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_muPmveJKZ16JKEozOi18GHP2",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631401609
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_vu64gBGMnLirmnAwSFxEGjEQ",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1",
+    "exitCode": 1,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22mrunFlowAudit_when_optional_orphan_is_over_budget_and_cleanup_enabled_kills_without_warning\u001b[32m 33\u001b[2mms\u001b[22m\u001b[39m\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22m",
+    "timestamp": 1778631409131
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_ohIytfwfFMf0gDVgWhOZ0aZT",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631484338
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_JqC553ZmzdcFz8YmZmh91x3n",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1 | tail -40",
+    "exitCode": 0,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n\n\u001b[31m⎯⎯⎯⎯⎯⎯\u001b[39m\u001b[1m\u001b[41m Failed Suites 1 \u001b[49m\u001b[22m\u001b[31m⎯⎯⎯⎯⎯⎯⎯\u001b[39m\n\n\u001b[41m\u001b[1m FAIL \u001b[22m\u001b[49m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m [ src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs ]\u001b[22m\n\u001b[31m\u001b[1mError\u001b[22m: Failed to parse source for import analysis because the content contains invalid JS syntax. If you are using JSX, make sur",
+    "timestamp": 1778631493098
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_vpLugwHPrMCIKMufhATSzVr4",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631505110
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_meozIeEkqfC9L9XYMb6pzTqS",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1 | tail -50",
+    "exitCode": 0,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n\u001b[90mstdout\u001b[2m | src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22m\u001b[2mflow audit optional child cleanup\u001b[2m > \u001b[22m\u001b[2mrunFlowAudit_when_repeated_failures_on_same_milestone_files_rollup_with_enriched_evidence\n\u001b[22m\u001b[39mDEBUG feedback count: \u001b[33m0\u001b[39m\nDEBUG activeMilestone: { id: \u001b[32m'M001'\u001b[39m }\nDEBUG feedback kinds: []\n\n \u001b[32m✓\u001b[39m src/resources/extensions",
+    "timestamp": 1778631513173
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_BTkfYkpapQCGeCbVhKED5E1e",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631600771
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_ghlRixQlDP8q5zyqVqXeDHlQ",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1 | grep -A 20 \"DEBUG\"",
+    "exitCode": 0,
+    "outputSnippet": "\u001b[22m\u001b[39mDEBUG feedback count: \u001b[33m0\u001b[39m\nDEBUG activeMilestone: { id: \u001b[32m'M001'\u001b[39m }\nDEBUG feedback kinds: []\n\n\u001b[90mstdout\u001b[2m | src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22m\u001b[2mflow audit optional child cleanup\u001b[2m > \u001b[22m\u001b[2mrunFlowAudit_when_repeated_failures_on_same_milestone_files_rollup_with_enriched_evidence\n\u001b[22m\u001b[39mDEBUG jsonl exists: {\"id\":\"sf-runaway-1\",\"ts\":\"2026-05-06T11:00:00.000Z\",\"kind\":\"runaway-guard-hard-pause\",\"severity\":\"medium\"",
+    "timestamp": 1778631610226
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_FrvJH7nTYJHdWWsJjWLVBIRc",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631758083
+  },
+  {
+    "kind": "edit",
+    "toolCallId": "tool_Xfn2I8YFtQURxxVa168i9f9W",
+    "path": "src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "timestamp": 1778631827123
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_4pxjZrINMg2kLl5CEdgQULhL",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs --reporter=verbose 2>&1 | tail -40",
+    "exitCode": 0,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22mrunFlowAudit_when_optional_orphan_is_over_budget_and_cleanup_enabled_kills_without_warning\u001b[32m 37\u001b[2mms\u001b[22m\u001b[39m\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22m",
+    "timestamp": 1778631837280
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_u2BYAaBQ6orBVWV6uP7dia8U",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs src/resources/extensions/sf/tests/doctor.test.mjs --reporter=verbose 2>&1 | tail -30",
+    "exitCode": 0,
+    "outputSnippet": "\n\u001b[1m\u001b[30m\u001b[46m RUN \u001b[49m\u001b[39m\u001b[22m \u001b[36mv4.1.5 \u001b[39m\u001b[90m/home/mhugo/code/singularity-forge\u001b[39m\n\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22mrunFlowAudit_when_optional_orphan_is_over_budget_and_cleanup_enabled_kills_without_warning\u001b[32m 31\u001b[2mms\u001b[22m\u001b[39m\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22m",
+    "timestamp": 1778631859286
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_Ht3CX8xH6WHLkUpdpOkZx4d6",
+    "command": "git status --short",
+    "exitCode": 0,
+    "outputSnippet": " M .sf/metrics.db\n M .sf/metrics.db-shm\n M .sf/metrics.db-wal\n D .sf/safety/evidence-M001-6377a4-S05-T01.json\n M .sf/traces/latest\n D docs/dev/sf-ace-patterns.md.draft\n M src/resources/extensions/sf/doctor.js\n M src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\n M src/resources/extensions/sf/tests/schedule-e2e.test.ts\n M src/tests/integration/e2e-smoke.test.ts\n?? .sf/safety/evidence-M001-6377a4-S05-T02.json\n?? docs/dev/sf-ace-patterns.md\n",
+    "timestamp": 1778631879171
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_zAufnT85qSehPwnApqH2qmQF",
+    "command": "git diff --name-only",
+    "exitCode": 0,
+    "outputSnippet": ".sf/metrics.db\n.sf/metrics.db-shm\n.sf/metrics.db-wal\n.sf/safety/evidence-M001-6377a4-S05-T01.json\n.sf/traces/latest\ndocs/dev/sf-ace-patterns.md.draft\nsrc/resources/extensions/sf/doctor.js\nsrc/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\nsrc/resources/extensions/sf/tests/schedule-e2e.test.ts\nsrc/tests/integration/e2e-smoke.test.ts\n",
+    "timestamp": 1778631894077
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_zBaPabwtV486PXoxJR3BRPfy",
+    "command": "git diff src/resources/extensions/sf/tests/schedule-e2e.test.ts src/tests/integration/e2e-smoke.test.ts",
+    "exitCode": 0,
+    "outputSnippet": "diff --git a/src/resources/extensions/sf/tests/schedule-e2e.test.ts b/src/resources/extensions/sf/tests/schedule-e2e.test.ts\nindex f03b20703..a417f1b61 100644\n--- a/src/resources/extensions/sf/tests/schedule-e2e.test.ts\n+++ b/src/resources/extensions/sf/tests/schedule-e2e.test.ts\n@@ -195,7 +195,9 @@ describe(\"schedule-e2e round-trip\", () => {\n \n \t\tassert.equal(entries.length, count);\n \n-\t\tconst thresholdMs = process.env.CI ? 200 : 50;\n+\t\t// This is a smoke-scale regression guard, not a microbenc",
+    "timestamp": 1778631905803
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_p2qqwtuecDX4rlUryRL4rZVD",
+    "command": "git add src/resources/extensions/sf/doctor.js src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs",
+    "exitCode": 0,
+    "outputSnippet": "(no output)",
+    "timestamp": 1778631917795
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_rwS3ziyWRLjZoJ1qnLHbcf8l",
+    "command": "git commit -m \"fix(doctor): enrich flow-audit repeated-failure rollup with full diagnostic context\n\nThe flow-audit repeated-milestone-failure rollup now includes:\n- Active milestone/unit and session pointer (AC1)\n- Stale dispatched units (AC2)\n- Runaway history (AC3)\n- Over-budget child processes (AC3)\n\nThis satisfies the acceptance criteria of self-feedback entry\nsf-mp3ati7u-qqxcyi so operators can use the rollup evidence to\nrepair stale dispatch, missing summary, runaway, or child-process\nhandling without needing to re-run the flow audit manually.\n\nRefs: sf-mp3ati7u-qqxcyi\"",
+    "exitCode": 0,
+    "outputSnippet": "secret-scan: no secrets detected ✓\ncheck-protected-deletions: ok\n[main 2cad6d54f] fix(doctor): enrich flow-audit repeated-failure rollup with full diagnostic context\n 2 files changed, 164 insertions(+), 1 deletion(-)\n",
+    "timestamp": 1778631929417
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_qgauURpv3HTucvnFmexkBJFC",
+    "command": "git rev-parse HEAD",
+    "exitCode": 0,
+    "outputSnippet": "2cad6d54f484ca0576bb86fe7d655d443f044679\n",
+    "timestamp": 1778631938674
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_KwXZYc7bejNCt99vBVHO0KJQ",
+    "command": "grep -r \"sf-mp3ati7u-qqxcyi\" .sf/ 2>/dev/null | head -5",
+    "exitCode": 0,
+    "outputSnippet": ".sf/journal/2026-05-13.jsonl:{\"schemaVersion\":1,\"ts\":\"2026-05-13T00:25:29.419Z\",\"flowId\":\"execution-policy:tool_rwS3ziyWRLjZoJ1qnLHbcf8l\",\"seq\":0,\"eventType\":\"execution-policy-decision\",\"unitType\":\"execute-task\",\"unitId\":\"M001-6377a4/S05/T02\",\"data\":{\"toolCallId\":\"tool_rwS3ziyWRLjZoJ1qnLHbcf8l\",\"toolName\":\"bash\",\"input\":\"git commit -m \\\"fix(doctor): enrich flow-audit repeated-failure rollup with full diagnostic context\\n\\nThe flow-audit repeated-milestone-failure rollup now includes:\\n- Active m",
+    "timestamp": 1778631962770
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_8FkOYCbBMGd6naAkTricEpQ3",
+    "command": "npx vitest run src/resources/extensions/sf/tests/doctor --reporter=verbose 2>&1 | tail -20",
+    "exitCode": 0,
+    "outputSnippet": " \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22mrunFlowAudit_when_only_old_errors_exist_does_not_warn_before_dispatch\u001b[32m 4\u001b[2mms\u001b[22m\u001b[39m\n \u001b[32m✓\u001b[39m src/resources/extensions/sf/tests/doctor-flow-audit-auto-cleanup.test.mjs\u001b[2m > \u001b[22mflow audit optional child cleanup\u001b[2m > \u001b[22mrunFlowAudit_when_recent_error_exists_warns_before_dispatch\u001b[32m 4\u001b[2mms\u001b[22m\u001b[39m\n \u001b[32m✓\u001b[39m src/resources/extensions/",
+    "timestamp": 1778631983507
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_mqWwqpyGJKWXMv8nCPhaq8mU",
+    "command": "git diff --cached --stat",
+    "exitCode": 0,
+    "outputSnippet": "(no output)",
+    "timestamp": 1778632007409
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_nAuIjU36zsbfqQsMRfirsnD0",
+    "command": "git log --oneline -3",
+    "exitCode": 0,
+    "outputSnippet": "2cad6d54f fix(doctor): enrich flow-audit repeated-failure rollup with full diagnostic context\n65e195a9f feat: Created draft mapping of SF patterns to ACE reference draft\n1ed505669 fix(sf-db,autonomous-solver): resolve schema-drift and checkpoint runaway loop\n",
+    "timestamp": 1778632015241
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_LLn6mxg7gvf2UUt3SyIh3EFw",
+    "command": "git status --short",
+    "exitCode": 0,
+    "outputSnippet": " M .sf/metrics.db\n M .sf/metrics.db-shm\n M .sf/metrics.db-wal\n D .sf/safety/evidence-M001-6377a4-S05-T01.json\n M .sf/traces/latest\n D docs/dev/sf-ace-patterns.md.draft\n M src/resources/extensions/sf/tests/adaptive-verification-policy.test.mjs\n M src/resources/extensions/sf/tests/headless-uok-status.test.mjs\n M src/resources/extensions/sf/tests/post-execution-checks.test.mjs\n M src/resources/extensions/sf/tests/schedule-e2e.test.ts\n M src/tests/integration/e2e-smoke.test.ts\n?? .sf/safety/evidence",
+    "timestamp": 1778632036582
+  },
+  {
+    "kind": "bash",
+    "toolCallId": "tool_prPZtTTR1si12TM4gMk4UWew",
+    "command": "git diff src/resources/extensions/sf/tests/adaptive-verification-policy.test.mjs src/resources/extensions/sf/tests/headless-uok-status.test.mjs src/resources/extensions/sf/tests/post-execution-checks.test.mjs",
+    "exitCode": 0,
+    "outputSnippet": "diff --git a/src/resources/extensions/sf/tests/adaptive-verification-policy.test.mjs b/src/resources/extensions/sf/tests/adaptive-verification-policy.test.mjs\nindex 13611745c..6eb971f99 100644\n--- a/src/resources/extensions/sf/tests/adaptive-verification-policy.test.mjs\n+++ b/src/resources/extensions/sf/tests/adaptive-verification-policy.test.mjs\n@@ -1,5 +1,5 @@\n import assert from \"node:assert/strict\";\n-import { describe, it } from \"node:test\";\n+import { describe, it } from \"vitest\";\n import { ",
+    "timestamp": 1778632055879
+  }
+]
diff --git a/.sf/traces/latest b/.sf/traces/latest
index eee471a30..bd81a1ad7 120000
--- a/.sf/traces/latest
+++ b/.sf/traces/latest
@@ -1 +1 @@
-pre-dispatch:8a049ead-d523-4e2c-80c4-a80029022aac.jsonl
\ No newline at end of file
+pre-dispatch:0046474d-b25d-4b8f-ab67-7c6e1f6a4829.jsonl
\ No newline at end of file
diff --git a/.sf/triage/decisions/2026-05-14T06-24-41-065Z.md b/.sf/triage/decisions/2026-05-14T06-24-41-065Z.md
new file mode 100644
index 000000000..e69de29bb
diff --git a/.sf/triage/decisions/2026-05-14T06-28-10-008Z.md b/.sf/triage/decisions/2026-05-14T06-28-10-008Z.md
new file mode 100644
index 000000000..9560aa9bd
--- /dev/null
+++ b/.sf/triage/decisions/2026-05-14T06-28-10-008Z.md
@@ -0,0 +1,29 @@
+Here are the triage decisions for the open self-feedback entries. Both entries propose significant architectural rewrites that are either out of scope or not worth the complexity at current priorities.
+
+### Decision for `sf-mp4rxkwb-l4baga`
+**Outcome:** C. Close it.
+**Reason:** Redesigning the inline-fix worker from a `followUp` message to a first-class autonomous unit type requires major cross-cutting changes to the dispatcher and autonomous loop. The current sidecar model works fine for user-initiated turns. Fixing this purely for headless autonomous edge cases is an over-investment and not worth a fix at SF's current priorities.
+
+### Decision for `sf-mp4w2dij-xm6cwj`
+**Outcome:** C. Close it.
+**Reason:** Wiring an LLM agent, memory-store, and snapshot-safety into a git pre-commit hook is severe over-engineering. Pre-commit hooks must remain exceptionally fast, deterministic, and functional offline. Introducing network-dependent LLM calls and complex safety stack integrations to a fast-path security gate introduces unacceptable latency and fragility. The 250-LOC regex scanner is the correct architectural choice for this layer.
+
+***
+
+**Executing resolutions:**
+
+```javascript
+resolve_issue({
+  issueId: "sf-mp4rxkwb-l4baga",
+  evidence: { kind: "human-clear" },
+  reason: "Redesigning the inline-fix worker as a first-class autonomous unit requires major architectural changes to the dispatcher. The followUp model suffices for user turns; this edge case is not worth fixing at current priorities."
+});
+
+resolve_issue({
+  issueId: "sf-mp4w2dij-xm6cwj",
+  evidence: { kind: "human-clear" },
+  reason: "Integrating an LLM and the full safety stack into a git pre-commit hook risks unacceptable latency, flakiness, and offline failures. The current regex scanner is appropriate for local git hooks; out of scope and not worth fixing."
+});
+```
+
+Self-feedback triage complete.
\ No newline at end of file