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claude-integration

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UpdatedJuly 1, 2026 at 14:45

Low-level AI CLI spawn mechanics used by ralphctl's provider adapters — headless / interactive spawn, the file-based contract (`signals.json` + `sessionId` files), idle-stdout watchdog, exponential rate-limit backoff, and `--resume` for in-flight recovery. Use when modifying `src/integration/ai/providers/{claude,copilot,codex}/` or `src/integration/ai/providers/_engine/`, debugging stdin hangs / slow Claude startups, or wiring a new code path that spawns an AI CLI directly.

Installation

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SKILL.md
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