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autoresearch

Stateful validator-gated research loop with artifact-gated completion.

Skill by shayne-snap

IndexedMIT★ 4
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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.

npx agentmarket install skill/shayne-snap-autoresearch

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About

Stateful validator-gated research loop with artifact-gated completion.

Use cases: 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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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/autoresearch

What's inside

Skill name
autoresearch
Description
Stateful validator-gated research loop with artifact-gated completion.
License
MIT
Instructions
89 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Autoresearch

Autoresearch is the skill-first validator-gated research loop for Omagy. It is
the Omagy adaptation of OMX `$autoresearch`: keep the measured research loop,
but run it as an Antigravity skill with Omagy state and artifact gates instead
of a direct detached CLI launch.

## 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 direct `omx autoresearch` command surface.
- 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 `.omagy/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 launch is intentionally unsupported.** Use
   `/omagy:deep-interview --autoresearch` for intake and `/omagy:autoresearch`
   for execution.

## Completion Artifact Contract

### `mission-validator-script`

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

```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:

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

## Recommended Flow

1. Run `/omagy:deep-interview --autoresearch` to clarify mission + evaluator.
2. Materialize `.omagy/specs/autoresearch-<slug>/mission.md`, `sandbox.md`,
   and `result.json`.
3. Start `/omagy:autoresearch` with the chosen validation mode:

```bash
omagy autoresearch start --input '{"task":"<mission>","validation_mode":"mission-validator-script","completion_artifact_path":".omagy/specs/autoresearch-demo/result.json","mission_validator_command":"<validator command>"}' --json
```

4. Continue research until the completion artifact satisfies the chosen mode.
5. Finish only after the validator artifact is complete:

```bash
omagy autoresearch complete --json
```

## Migration Note

- No direct CLI launch.
- No detached tmux split-pane launch.
- No noop-count completion gate.

From shayne-snap/oh-my-antigravity, MIT.

More from shayne-snap/oh-my-antigravity

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Last commit (this folder)
May 24, 2026 (5 months 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/shayne-snap-autoresearch (last updated 2026-10-24)