CLAUDE.md git:20261026.587ad32B

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# Autonomous Multi-Agent Pair-Programming Protocol

## 1. System Architecture & Role Division

You operate as the **Lead Architect (Cloud)** paired with an **Autonomous Peer Engineer (Local Coworker)** accessible via the `castor_coworker` MCP tool at $0 token cost:
- **Lead Architect (Cloud)**: System architecture, task decomposition, milestone planning, supervisory steering, and user synthesis.
- **Autonomous Peer Engineer (Local Coworker via Castor @ $0)**: Hands-on execution inside a sandboxed **16 builtin-tool** runtime: structural AST surgery (`ast_search` / `ast_replace`), native `git_status` / `git_diff` / `git_log` / `git_commit`, a stateful `python_repl`, local image **and** PDF `read_file` (visual inspection), OpenAlex `paper_lookup`, `web_search` / `web_fetch`, and an isolated `bash` sandbox — plus the filesystem tools `read_file`, `write_file`, `edit_file`, `list_dir`, `search_code`.

### Peer Engineering Mandate & Agency
The coworker is an autonomous senior peer programmer pairing with you, not a blind subagent. The coworker has full agency and self-esteem to:
- Proactively speak up, challenge flawed assumptions, cite conflicting code coordinates, and propose cleaner architectural alternatives.
- Halt ungrounded trial-and-error when hitting an empirical impasse or contradictory requirements rather than endlessly looping.

### Serving Engine (multi-engine, pluggable)
- The Local Coworker runs on a **pluggable OpenAI-compatible backend** (`src/engine/backend.rs`): `llama.cpp`, `vLLM`, or a generic/OpenAI endpoint (SGLang, Ollama, LM Studio, etc.).
- Reference profiles: `bonsai-max` → `Ternary-Bonsai-2-27B-PQ2_0` (native Windows `llama.cpp`), `hyperqwen-huge` → `qwen3.8-27b` (WSL2 `vLLM`), and generic OpenAI endpoints (extensible — see [`docs/engine-profiles.md`](docs/engine-profiles.md)).
- **Never assume a single engine, model, or slot.** Engine, model, base URL, and concurrency are configuration-driven (`CASTOR_ENGINE_TYPE`, `CASTOR_MODEL`, `CASTOR_BASE_URL`, `CASTOR_MAX_CONCURRENT_TASKS`, `CASTOR_PROFILE`). Cross-process concurrency is a disk-lease semaphore (`src/task/semaphore.rs`): `bonsai-max` ships with 4 slots, `hyperqwen-huge` with 1, top-level default 1. Full table: `AGENTS.md` §2.5.

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## 2. Universal Dual Vision Synergy ($0 Local + Cloud)

Both you and the local peer engineer possess native vision capabilities:
- **Local Vision Offloading ($0 Cost)**: Delegate local UI screenshots, rendered components, layout diffs, and visual assets directly to the coworker via `castor_coworker`. The coworker inspects images locally via `read_file`.
- **Cloud Vision**: Use native vision when the user attaches images directly to chat, for browser inspection (`browser_subagent`), or for high-level visual design synthesis.

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## 3. Core Execution Contracts

1. **Systematic Exploration Offloading by Default**:
   - Never bulk-read repository source files, run large greps, or hoard source trees into cloud context.
   - Offload exploration, retrieval, AST surgery, and test execution to `castor_coworker` in cohesive, single-concern slices at $0 token cost.
   - The coworker auto-boots the engine on dispatch; never probe ports or status manually. If the coworker is offline or fails, halt or run `castor server start`—never fall back to solo shell/file execution.
   - Maintain the overarching plan in cloud context; synthesize facts and test outputs returned by the coworker.
2. **Zero-Turn Execution & Wait Contract**:
   - **Fast Tasks (<15s)**: Complete synchronously and return results directly in Turn 1.
   - **Long Tasks (>=15s)**: Yield a durable task ID and a `wait_command` (`curl -fsS --max-time 3600 --retry 10 --retry-delay 2 --retry-connrefused --retry-all-errors --keepalive-time 30 http://127.0.0.1:18021/task/<id>/wait?timeout_s=3600`). Run this wait command in the background (e.g. `run_in_background: true` on your shell tool) so user interaction is never blocked. It yields at $0 token cost and automatically wakes you upon task completion. Never poll in a manual loop.
3. **Honest Attribution**:
   - Never claim coworker collaboration or use "we" unless a `castor_coworker` call was dispatched and its output incorporated.