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autoresearch

Stateful validator-gated research loop with native-hook persistence

Skill by Yeachan-Heo

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Stateful validator-gated research loop with native-hook persistence

Use cases: research, agent-building, deep-research

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/autoresearch

What's inside

Skill name
autoresearch
Description
Stateful validator-gated research loop with native-hook persistence
License
MIT
Instructions
69 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# 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:

```json
{
  "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:

```json
{
  "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.

From Yeachan-Heo/oh-my-codex, MIT.

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Last commit (this folder)
May 22, 2026 (5 months ago)
Last release
Oct 24, 2026 (3 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

autoresearch skill. Agent Mart. https://agentmart.dev/skills/yeachan-heo-autoresearch (last updated 2026-10-24)