---
session_id: S-2026-0503-1727
timestamp: 2026-05-03T15:27:15Z
predecessor: S-2026-0503-1515
tasks_active: [T-1062, T-1265, T-1271, T-1274, T-1309, T-1542, T-1611, T-1624, T-1634, T-1635, T-1636, T-1637, T-1639, T-1659, T-1677, T-1684, T-1685, T-1687, T-332, T-334, T-449, T-464, T-544, T-550, T-558, T-682, T-704, T-705, T-801, T-802, T-803, T-844]
tasks_touched: [T-801, T-1685, T-1687, T-1684, T-802, T-803, T-1659, T-1062, T-1694, T-1693, T-1688, T-1690, T-1065, T-1064, T-1686, T-1683, T-1698, T-1691, T-1689, T-1697, T-1662, T-1699, T-1695, T-1066, T-1692, T-1696]
tasks_completed: []
uncommitted_changes: 28
token_usage: "4.6B tokens, 26461 turns"
token_input: "39.9K"
token_cache_read: "4.5B"
token_cache_create: "79.1M"
token_output: "20.8M"
commits_per_turn: "0.0294"
first_commit_turn: "26"
failed_tool_calls: "773"
failed_tool_call_rate: "0.0483"
edit_bursts: "471"
productive_turns_ratio: "0.381"
session_turns: "2"
session_commits: "0"
session_commits_per_turn: "0.0"
session_failed_tool_calls: "0"
session_failed_tool_call_rate: "0.0"
session_edit_bursts: "0"
session_productive_turns_ratio: "0.5"
owner: claude-code
session_narrative: ""
---

# Session Handover: S-2026-0503-1727

## Where We Are

Session worked on: T-077 (Session handover S-2026-0503-1515); T-1699 (fw orchestrator status — substrate observability); T-1698 (outcome back-prop hook now fires on fresh completion path too); T-1697 (ship v1 outcome enrichment — append-only design pivot); T-1696 (ship v1 Resolver — lib/resolver.py + lib/resolver.sh + fw resolver CLI). Plus 8 more commit(s).

## Current Arc

**orchestrator-rethink** — Orchestrator routing rethink (in-progress, 36 task(s))

Run `fw arc show orchestrator-rethink` for detail; `fw arc focus --clear` to drop focus.
## Work in Progress

<!-- horizon: now -->

### T-1062: "WezTerm task-aware terminal chrome via TermLink RPC"
- **Status:** started-work (horizon: now)
- **Last action:** T-1064/T-1065 reclassify Human ACs to Agent (technical-judgment per ADR-0002); T-1066 split Agent/Human; T-1062 rewrite operator instructions
- **Next step:** See task file
- **Blockers:** None


### T-1274: "Memory writes (claude auto-memory) blocked by onboarding task gate — agent on consumer project couldn't save memory about wrong fw path because T-001-T-005 weren't complete. Memory is the exact mechanism that would prevent recurrence of the problem being observed. Memory should not be gated by task onboarding."
- **Status:** started-work (horizon: now)
- **Last action:** T-1620: strip <!-- ... --> in inception.sh + verify-acs.sh AC counters
- **Next step:** See task file
- **Blockers:** None


### T-1542: "fw upgrade from inside a consumer crashes at step 4b/9 — detect bare-from-consumer case and route to upstream"
- **Status:** started-work (horizon: now)
- **Last action:** T-1676: shape-aware consumer-upgrade prompts — GitHub upstream + branching mitigation + structured failure envelope
- **Next step:** See task file
- **Blockers:** None


### T-1624: "Refresh ring20-dashboard hub.secret on this anchor — secret-mismatch after .143 migration (T-1054 heal)"
- **Status:** started-work (horizon: now)
- **Last action:** T-1623 resolved + T-1624 filed: TOFU clear was agent work, not human-gated
- **Next step:** See task file
- **Blockers:** None


### T-1687: "install + apply grill-with-docs skill — grilling session on orchestrator-as-triage architectural plan"
- **Status:** started-work (horizon: now)
- **Last action:** T-1687: file 7 v1 implementation tasks for orchestrator-rethink (T-1689..T-1695)
- **Next step:** See task file
- **Blockers:** None


### T-332: "Submit to awesome lists (awesome-ai-agents, awesome-agents, awesome-copilot)"
- **Status:** started-work (horizon: now)
- **Last action:** T-332/L-320: promote captured-but-done T-332 + capture inception-decide drift learning
- **Next step:** See task file
- **Blockers:** None


### T-334: "Execute launch sequence: r/ClaudeAI soft launch → Show HN → amplification"
- **Status:** started-work (horizon: now)
- **Last action:** T-332/L-320: promote captured-but-done T-332 + capture inception-decide drift learning
- **Next step:** See task file
- **Blockers:** None


### T-464: "PR #6: feat: /capture skill + C-002 Exploratory Conversation Guard"
- **Status:** started-work (horizon: now)
- **Last action:** T-332/L-320: promote captured-but-done T-332 + capture inception-decide drift learning
- **Next step:** See task file
- **Blockers:** None


### T-544: "Create TermLink Homebrew tap with GitHub Actions builds"
- **Status:** started-work (horizon: now)
- **Last action:** T-332/L-320: promote captured-but-done T-332 + capture inception-decide drift learning
- **Next step:** See task file
- **Blockers:** None


### T-801: "fw costs CLI — token usage tracking from JSONL transcripts"
- **Status:** started-work (horizon: now)
- **Last action:** T-802 / T-803: Add Recommendation blocks (GO) — token-tracking arc closure
- **Next step:** See task file
- **Blockers:** None


### T-802: "Watchtower token dashboard — /costs page with session table and project summary"
- **Status:** started-work (horizon: now)
- **Last action:** T-802 / T-803: Add Recommendation blocks (GO) — token-tracking arc closure
- **Next step:** See task file
- **Blockers:** None


### T-803: "Landing page token widget — show current session tokens on Watchtower dashboard"
- **Status:** started-work (horizon: now)
- **Last action:** T-802 / T-803: Add Recommendation blocks (GO) — token-tracking arc closure
- **Next step:** See task file
- **Blockers:** None


<!-- horizon: next -->

### T-1634: "fw upgrade no-args: read upstream URL from .framework.yaml + git-fetch instead of local source"
- **Status:** captured (horizon: next)
- **Last action:** T-1675: file project-shape-resilience inception arc + G-063 umbrella
- **Next step:** See task file
- **Blockers:** None


### T-1635: "fw upgrade fresh-machine simulation guard — clean container test, blocking on framework release"
- **Status:** captured (horizon: next)
- **Last action:** T-1675: file project-shape-resilience inception arc + G-063 umbrella
- **Next step:** See task file
- **Blockers:** None


### T-449: "Deep-dive articles 02-06: editing pass — strip fabricated stats, tighten voice"
- **Status:** captured (horizon: next)
- **Last action:** T-332/T-334/T-464/T-544/T-967: Add Recommendation blocks (NO-REC sweep)
- **Next step:** See task file
- **Blockers:** None


<!-- horizon: later -->

### T-1636: "Orchestrator routing: refactor composite cache key to RoutingKey newtype before adding more dimensions"
- **Status:** captured (horizon: later)
- **Last action:** T-1679: AC classification compliance sweep — split T-1062/T-1064/T-1065/T-1066 Human ACs into Agent (mechanical) + Human (residual subjective)
- **Next step:** See task file
- **Blockers:** None


### T-1637: "Multi-LLM routing: cost-aware learning — weight RouteCache success rates by cost-per-call"
- **Status:** captured (horizon: later)
- **Last action:** T-1679: AC classification compliance sweep — split T-1062/T-1064/T-1065/T-1066 Human ACs into Agent (mechanical) + Human (residual subjective)
- **Next step:** See task file
- **Blockers:** None


### T-1639: "TermLink: throughput benchmark for governance subscriber — harden non-blocking claim"
- **Status:** captured (horizon: later)
- **Last action:** T-1642/T-1643/T-1644/T-1645/T-1641: orchestrator-arc reconsideration aggregation
- **Next step:** See task file
- **Blockers:** None


### T-1659: "fw fabric register accepts .agentic-framework/ vendored paths and creates malformed cards"
- **Status:** captured (horizon: later)
- **Last action:** T-1693: ship baseline workflow files (default + 3 inline interactives)
- **Next step:** See task file
- **Blockers:** None


### T-1677: "tag-format drift: 21 legacy TermLink sessions carry task=/role= prefixes — cross-repo validator half"
- **Status:** captured (horizon: later)
- **Last action:** T-1677: capture tag-format drift follow-up + 2026-05-02 audit
- **Next step:** See task file
- **Blockers:** None


### T-1684: "G-064 consumer #2: orchestrator daily health-check cron — autonomous workload to keep route_cache learning"
- **Status:** captured (horizon: later)
- **Last action:** T-1688: G-064 update — retrofit search exhausted, escalation-scan v0.5 named as preferred path
- **Next step:** See task file
- **Blockers:** None


### Deferred Inceptions — Watching for Recurrence

These inceptions reached a DEFER decision and are parked. They are
NOT awaiting a first decision. They re-surface for promotion if the
promotion criteria in their Recommendation block are met.

- [T-1265](http://192.168.10.107:3000/inception/T-1265): "Export docs section as PDF/DOCX/other formats"
- [T-1309](http://192.168.10.107:3000/inception/T-1309): "Ship watchtower.service systemd template + make fw watchtower start systemd-aware"
- [T-1611](http://192.168.10.107:3000/inception/T-1611): "Swap local Watchtower Werkzeug dev server for gunicorn — saturation under browser auto-refresh"
- [T-1685](http://192.168.10.107:3000/inception/T-1685): "fw audit refactor — first real consumer of the orchestrator, route slow analytical checks through fw termlink dispatch"
- [T-682](http://192.168.10.107:3000/inception/T-682): "TermLink product feedback — --working-dir flag for spawn + MCP as default"
- [T-704](http://192.168.10.107:3000/inception/T-704): "DAG federation for cross-machine knowledge graphs"
- [T-1271](http://192.168.10.107:3000/inception/T-1271): "Cross-agent peer learning — 15-min TermLink reflect cron (propagated from 050-email-archive)"
- [T-550](http://192.168.10.107:3000/inception/T-550): "Composition-based adapter pattern — evaluate for agent provider and TermLink backend abstraction"
- [T-558](http://192.168.10.107:3000/inception/T-558): "Build task risk signal detection — PreToolUse gate requiring inception for high-impact builds"
- [T-705](http://192.168.10.107:3000/inception/T-705): "KCP integration — knowledge.yaml generation from fabric/context + MCP bridge adoption"
- [T-844](http://192.168.10.107:3000/inception/T-844): "SSD evaluation — Simple Self-Distillation for code generation (arxiv 2604.01193)"

## Inception Phases

**11 inception task(s) pending decision** — run `fw inception status` for details.

## Gaps Register

**7 concern(s) being watched** — see `.context/project/concerns.yaml`

- **G-004** [low]: Multi-agent collaboration untested
- **G-011** [low]: PostToolUse hooks are advisory-only — cannot block actions
- **G-019** [high]: Agent treats symptom-level fixes as complete — no self-escalation to systemic root cause
- **G-045** [high]: TermLink fleet cert/secret co-rotation — both .121 (ring20-dashboard) and .122 (ring20-management) hubs rotating TLS certs AND shared secrets, breaking cross-host coordination
- **G-062** [high]: Framework-blindness pattern — 'shipped' declared before fresh-substrate behavioral verification (mitigated 2026-05-01: all three mechanisms shipped — T-1655 text + T-1656 audit detective + T-1657 review-gate preventive)
- **G-063** [high]: Project-shape conflation — framework code assumes consumer shape, silently fails in framework-repo / fresh-init / vendored-skewed states
- **G-064** [high]: Orchestrator substrate has zero production consumers — arc shipped infrastructure, not behaviour change

Run `fw audit` to check if any trigger conditions are met.

## Decisions Made This Session

None

## Things Tried That Failed

None

## Open Questions / Blockers

None

## Token Usage

- **Total:** 4.6B tokens
- **Turns:** 26461
- **Cache read:** 4.5B

Run `fw costs current` for detailed breakdown.

## Gotchas / Warnings for Next Session

See gaps register above.

## Suggested First Action

Continue T-1611: "Swap local Watchtower Werkzeug dev server for gunicorn — saturation under browser auto-refresh"

## Files Changed This Session

 lib/resolver.py                                    | 642 +++++++++++++++++++++
 lib/resolver.sh                                    |  22 +
 tests/unit/test_outcome.py                         | 272 +++++++++
 tests/unit/test_resolver.py                        | 308 ++++++++++
 20 files changed, 2602 insertions(+), 6 deletions(-)

## Recent Commits

- 3ef4041e0 T-077: Session handover S-2026-0503-1515
- fff60d917 T-1699: fw orchestrator status — substrate observability
- 107177f53 T-1698: outcome back-prop hook now fires on fresh completion path too
- ae11ed9be T-1697: ship v1 outcome enrichment — append-only design pivot
- 3d13aa833 T-1696: ship v1 Resolver — lib/resolver.py + lib/resolver.sh + fw resolver CLI

---

## Handover Quality Feedback (for next session to complete)

- Did this handover help? [ ]
- What was missing?
- What was unnecessary?
