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autoresearch

Run a persistent research workflow with a defined goal and explicit acceptance checks. It saves progress and finishes only when a recorded result passes either a validation script or an architect review of the research output.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Stateful validator-gated research loop with native-hook persistence

설치 방법 보기

이럴 때 유용합니다

  • Research with explicit acceptance criteria
  • Verify research results with a script
  • Require review approval before completing research
  • Gather validated evidence before architecture planning

포함된 파일(1)

  • SKILL.md3.1 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Autoresearch

Autoresearch is the skill-first replacement for the deprecated omx autoresearch command. It keeps the useful measured-research loop, but it now runs as a native-hook stateful workflow instead of a direct CLI or tmux launch surface.

Boundary with planning research

Use $autoresearch when the research output itself is a bounded deliverable that must pass an explicit validator. Do not recommend it for ordinary pre-planning docs lookup or general best-practice checks; use $best-practice-research for that. If $autoresearch is intentionally run before architecture planning, its approved artifact should feed evidence into $ralplan; it should not become a final architecture/component unless the user explicitly asks for ongoing research automation.

Use when

  • You want a Ralph-ish persistent research loop
  • The task should keep nudging until explicit validation evidence exists
  • You want init-time choice between script validation and prompt+architect validation

Do not use when

  • You want the old omx autoresearch command surface (hard-deprecated)
  • You want detached tmux or split-pane launch parity
  • You have not decided the validation regime yet

Core contract

  1. Init chooses validation mode. Pick exactly one:
    • mission-validator-script
    • prompt-architect-artifact
  2. Persist mode state in .omx/state/.../autoresearch-state.json including:
    • validation_mode
    • completion_artifact_path
    • mission_validator_command or validator_prompt
    • optional output_artifact_path
  3. Completion is artifact-gated. The loop does not stop because the model says “done”, because a stop hook fired once, or because several turns were no-ops.
  4. Direct CLI launch is gone. Use $deep-interview --autoresearch for intake and $autoresearch for execution.

Completion artifact contract

mission-validator-script

The completion artifact must exist and record a passing validator result, for example:

{
  "status": "passed",
  "passed": true,
  "summary": "metric improved beyond baseline"
}

prompt-architect-artifact

The completion artifact must include both an architect approval verdict and an output artifact path, for example:

{
  "validator_prompt": "Review the research output against the mission.",
  "architect_review": { "verdict": "approved" },
  "output_artifact_path": ".omx/specs/autoresearch-demo/report.md"
}

Recommended flow

  1. Run $deep-interview --autoresearch to clarify mission + evaluator.
  2. Materialize .omx/specs/autoresearch-{slug}/mission.md, sandbox.md, and result.json.
  3. Start $autoresearch with the chosen validation mode stored in mode state.
  4. Let stop-hook / auto-nudge continue until the completion artifact satisfies the chosen validation mode.
  5. Finish only after the validator artifact is complete.

Migration note

  • omx autoresearch is hard-deprecated.
  • No direct CLI launch.
  • No tmux split-pane launch.
  • No noop-count completion gate.

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같은 저장소의 스킬

Clean up working code by identifying duplication, dead code, unnecessary layers, and error paths that hide failures. Preserve behavior with targeted tests, simplify the requested files in stages, and report verification results and remaining risks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Simplify bloated or repetitive AI-generated code
  • Remove unused code and unnecessary wrappers
  • Review fallback paths that hide errors
Yeachan-Heo/oh-my-codex3.4만2026년 10월 18일 업데이트

analyze

무료

Investigate repository behavior, architecture, or possible causes without changing files. Trace relevant code and supporting material, then rank explanations by evidence and confidence, with concrete file references and clear distinctions between observations, conclusions, and unresolved questions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Investigate possible causes of a bug
  • Understand behavior across multiple files
  • Explain architecture and tradeoffs
Yeachan-Heo/oh-my-codex3.4만2026년 10월 18일 업데이트

ask

무료

Ask Claude or Gemini through a locally installed command-line tool for focused questions, reviews, brainstorming, or second opinions. Save the prompt, original response, summary, and next steps in a reusable Markdown file.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Get a second opinion on a proposed approach
  • Ask Claude or Gemini to review work
  • Save brainstorming results for later use
Yeachan-Heo/oh-my-codex3.4만2026년 10월 18일 업데이트

autopilot

무료

Take an idea or issue through requirements clarification, reviewed planning, implementation, and verification. Supervise all stages in one recoverable OMX workflow, preserving artifacts and progress so work can resume or return to planning when findings require changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Deliver an issue from requirements clarification through verification
  • Turn an initial idea into a reviewed implementation plan
  • Resume interrupted work from its saved phase
Yeachan-Heo/oh-my-codex3.4만2026년 10월 18일 업데이트

Find the replacement for a research command removed in OMX 0.21. This migration notice directs existing autoresearch-goal usage to $autoresearch, the canonical research loop that requires validation before proceeding.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Check the replacement for a removed research command
  • Update requests to use $autoresearch
  • Confirm which command owns the research mission lifecycle
Yeachan-Heo/oh-my-codex3.4만2026년 10월 18일 업데이트

Research recommended practices for a chosen technology using official documentation and maintainer sources. Get a cited recommendation that explains version context, local project constraints, uncertainties, and the next steps for planning or implementation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Check official guidance for a chosen technology
  • Research version-specific migration advice
  • Gather evidence before implementation planning
Yeachan-Heo/oh-my-codex3.4만2026년 10월 18일 업데이트

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