autoresearch
25Command
Autonomous experiment loop — hypothesize, modify, benchmark, commit or revert.
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Autonomous experiment loop — hypothesize, modify, benchmark, commit or revert.
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Create GitHub issue with automated research (--quick for fast mode).
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Autonomous queue drainer — picks the top /triage cluster, applies safety gates, drains via /implement --issues, pushes, deploys.
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Governance, Observability, Audit — autonomous infra-health observer for autonomous-dev itself. Subcommands: start | stop | status.
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Validate all plugin components are working correctly (agents, hooks, commands).
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Batch processing mode for /implement command.
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Minimal pipeline for test-fixing tasks.
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Resume mode for /implement command.
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Smart code implementation with full pipeline and batch modes.
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Analyze recent sessions for improvement opportunities.
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Search past observations and context from claude-mem persistent memory.
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Batch-convert plan mode output into GitHub issues (--quick for fast mode).
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Create a validated planning document with adversarial critique before implementation.
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Unified code, docs, and test optimization -- shape analysis, waste detection, dead code, doc redundancy.
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Analyze recent sessions to detect intent evolution, drift, and propose alignment updates.
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Scaffold GenAI UAT tests (LLM-as-judge) into the current repo.
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Interactive setup wizard - analyzes tech stack, generates PROJECT.md, configures hooks.
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Measure skill effectiveness — behavioral delta from skill injection.
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View PROJECT.md goal progress with GenAI analysis and strategic recommendations.
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Codebase hygiene sweep — /refactor --quick alias, or --tests for test pruning analysis.
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Sync plugin files (--github default, --env, --marketplace, --plugin-dev, --all, --uninstall).
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Periodic-aggregation root-cause triage of the open auto-improvement queue.
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Manage git worktrees (--list default, --status, --review, --merge, --discard).
Skill Claude CodeCodex
REST API design best practices covering versioning, error handling, pagination, and OpenAPI documentation. Use when designing or implementing REST APIs or HTTP endpoints. TRIGGER when: API design, REST endpoint, HTTP route, OpenAPI, swagger, pagination. DO NOT TRIGGER when: internal library code, CLI tools, non-HTTP…