Retire the old build spec, and point every reference at the architecture (M0.1)
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Development Plan M0.1. Every section reference in code, tests, specs/, the example config, the tuning guide, and the CLAUDE.md and README files now cites docs/Architecture.md (P, L, D, O, X, Q) instead of the old spec's A-H, and docs/Architecture-Build-Spec.md is deleted (git keeps it). The plan's old-to-new table goes with it. Mostly mechanical, with a per-site choice where one old section split: A4 became L2 where it meant stop/abandon/the loop and L3 where it meant approvals; A10 became L6 in the context-budget code and L7 elsewhere; B2 became D4 for outbound Gitea and publishing and D5 for review intake; 'A3 step N' became the matching step of L8's boot sequence. Comments describing behaviour the architecture drops (planning always escalating, thresholds tuned at an old build step) now describe the current code and point at the Development Plan. docs/Architecture.md gains one line the rewrite missed: intake outages delay but never fail work (old B2), now in L5, where the poller and Matrix code cite it. Comments and docs only; no behaviour change. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
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@@ -12,7 +12,7 @@ state_db: ~/nisse-demo-workspace/state.db
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workspace: ~/nisse-demo-workspace/project # the clone
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project: demo
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llm: # A5: LiteLLM is the only LLM destination
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llm: # L9: LiteLLM is the only LLM destination
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base_url: http://litellm.example:4000
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token: ${NISSE_LLM_TOKEN}
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# Ceiling on each response. The model's own max_output_tokens in LiteLLM
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@@ -22,20 +22,20 @@ llm: # A5: LiteLLM is the only LLM destination
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# hung connection; slow local models can take minutes over a long answer.
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request_timeout_s: 600
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roles: # A11: role -> LiteLLM model alias
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roles: # L9: role -> LiteLLM model alias
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executor: qwen3.8-27b # the local tier: best executor in the benchmark (PR #55)
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planner: claude-opus-5-5 # high-end judgement: plans a weaker executor follows
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delegate: claude-opus-5-5 # takes over what the executor got stuck on
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consultant: claude-haiku-4-5 # one question at a time, no tools: cheap is enough
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matrix: # A1
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matrix: # L5
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homeserver: https://matrix.example
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user_id: "@nisse-dev:example"
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token: ${NISSE_MATRIX_TOKEN}
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room_id: "!roomid:example"
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operators: ["@you:example"]
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gitea: # B2
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gitea: # D4, D5
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url: https://gitea.example
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token: ${NISSE_GITEA_TOKEN}
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repo: owner/demo-repo
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@@ -48,10 +48,10 @@ gitea: # B2
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tuning:
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executor:
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max_turns: 40 # model calls per milestone before it stops as capped
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failure_limit: 2 # consecutive failed commands before escalating (A12)
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failure_limit: 2 # consecutive failed commands before escalating (L9)
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expert:
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consult_budget: 3 # ask_expert calls per milestone (A14)
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delegation: # hard caps on one delegation (A13)
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consult_budget: 3 # ask_expert calls per milestone (L9)
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delegation: # hard caps on one delegation (L9)
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max_turns: 30
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max_tokens: 200000
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wall_clock_s: 900
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