docs: SPEC §3.9 (chatd) + §3.10 (local-review-harness sibling)
- SPEC §1 component table: add chatd row marked DONE; replaces Rust gateway's v1::ollama_cloud / openrouter / opencode adapters + the aibridge crate. - SPEC §3.9 — chatd shipped: 5-provider routing (ollama, ollama_cloud, openrouter, opencode, kimi) by model-name prefix or :cloud suffix. Captures the Anthropic 4.7 temperature-deprecation quirk + the local-Ollama think=false default that the playbook_lift judge needed. Mentions scrum_review.sh as the reusable cross-lineage vehicle eating chatd's own /v1/chat. - SPEC §3.10 — local-review-harness sibling tool: separate repo at git.agentview.dev/profit/local-review-harness, MVP shipped today. Documents the cross-pollination plan for when both substrates stabilize (chatd as the harness's LLM backend; harness findings as Lakehouse pathway-memory drift signal; .memory/known-risks as a matrix corpus). Explicit "don't re-port" so future Claudes don't try to absorb the harness into Lakehouse. - STATE_OF_PLAY.md: SIBLING TOOLS section with 1-line summary + pointer to SPEC §3.10. No code changes. just verify still PASS — touched only docs. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -209,3 +209,16 @@ Successful runs get **rated and distilled back into the playbook**. Each iterati
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**The single load-bearing gate:** *"the playbook + matrix indexer must give the results we're looking for."* Throughput, scaling, code elegance are all secondary. The `playbook_lift` reality test is the regression gate before Enterprise cutover (where real contracts + live profile updates land).
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When evaluating any Go workstream, ask: which of the 5 loops does this advance? Strong workstreams advance ≥1; weak workstreams sit in infra-for-its-own-sake.
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---
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## SIBLING TOOLS (separate repos, intentional integration target later)
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**`local-review-harness`** at `git.agentview.dev/profit/local-review-harness` (also SMB-mounted at `/home/profit/share/local-review-harness-full-md/`). Local-first code review harness — 12 evidence-bearing static analyzers, Scrum-style reports, no cloud deps. Phase A + B (MVP) shipped 2026-04-30. Phases C–E (Ollama LLM review, validation, memory) pending.
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**Cross-pollination plan when both stabilize:**
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- Replace harness's `internal/llm/ollama.go` with a chatd `/v1/chat` client → frontier judges via config toggle
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- Feed harness findings into Lakehouse pathway memory as a drift signal
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- Treat harness's `.memory/known-risks.json` as a matrix-indexer corpus
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Detail at `docs/SPEC.md` §3.10. Don't re-port harness functionality into Lakehouse-Go — the standalone tool is the design.
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