autoresearch
Stateful validator-gated research loop with artifact-gated completion.
Skill by shayne-snap
Install
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
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: research
Reviews
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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.
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Signals
- Stars
- 4
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- May 24, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/shayne-snap/oh-my-antigravity
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Run read-only deep repository analysis with ranked synthesis, concrete evidence, and explicit Evidence/Inference/Unknown boundaries.
SkillCFreshness: C★ 4Claude Code +9 - 0.513score
cancel
shayne-snap
Cancel the active Omagy workflow or all Omagy workflow state.
SkillCFreshness: C★ 4Claude Code +9 - 0.513score
autoresearch-goal
shayne-snap
Professor-critic research workflow with durable Omagy artifacts for agy.
SkillCFreshness: C★ 4Claude Code +9 - 0.513score
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SkillCFreshness: C★ 4Claude Code +9 - 0.513score
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Show the current Omagy workflow, team, and hook activity HUD.
SkillCFreshness: C★ 4Claude Code +9
Cite this page
autoresearch skill. Agent Mart. https://agentmart.dev/skills/shayne-snap-autoresearch (last updated 2026-10-24)