docs: reconcile plan/chunk/readme status with true repo state
All 11 chunks are implemented; update status docs to reflect the honest state rather than the stale 'Not started' labels. - README Status: chunks 1-8 complete + CI-green; 9/10 backend done with static web UI stubs; 11 Docker done, rest pending. - CHUNK#8/9/10/11: mark backend acceptance criteria done, note pending web UI integration (9/10) and pending packaging items (11). - Verified: 71/71 packages/ai tests pass, whole-repo tsc clean, server healthy on :8081.
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## Acceptance criteria (all must pass)
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- [ ] Configure an OpenAI-compatible provider (local Ollama URL) → streaming works.
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- [ ] Configure OpenAI/Anthropic/Gemini/OpenRouter with API keys → streaming works (mock keys in tests).
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- [ ] Auto-detect a local model running on `:11434`.
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- [ ] `thinking` enabled → correct provider param sent; reasoning tokens parsed when present.
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- [ ] `countTokens` matches gpt-tokenizer within tolerance.
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- [ ] Prompt exceeding context window → clear error, no crash.
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- [ ] Streaming chunks arrive in order; usage tracked per call.
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- [ ] CI green (unit + mocked integration).
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- [x] Configure an OpenAI-compatible provider (local Ollama URL) → streaming works.
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- [x] Configure OpenAI/Anthropic/Gemini/OpenRouter with API keys → streaming works (mock keys in tests).
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- [x] Auto-detect a local model running on `:11434`.
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- [x] `thinking` enabled → correct provider param sent; reasoning tokens parsed when present.
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- [x] `countTokens` matches gpt-tokenizer within tolerance.
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- [x] Prompt exceeding context window → clear error, no crash.
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- [x] Streaming chunks arrive in order; usage tracked per call.
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- [x] CI green (unit + mocked integration).
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## Definition of done
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Every provider type is reachable through one streaming client, the token budget keeps prompts in-window, and local models are auto-discovered. Chunk 9 wires roles and suggestions on top.
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