preyan/0xchess/autoresearch
Claude Code and agent skill by preyan/0xchess
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
Stateful research improvement loop with evaluator gates and decision logs. Activate when: autoresearch, research loop, improve research, evaluate research.
Install
npx vskill@latest install preyan/0xchess/autoresearchSKILL.md
The same SKILL.md was published earlier as r3dlex/oh-my-githubcopilot/autoresearch.
Autoresearch
OMG adapted scope: This workflow is driven by visible checkpoints and evaluator gates, not by an external OMC runtime loop.
Workflow
- Define the research mission, success criteria, constraints, and stop conditions.
- Break the mission into hypotheses or research questions.
- Gather evidence from local docs, code, and permitted web sources.
- Evaluate findings against the success criteria.
- Iterate only while the next pass is likely to improve the answer meaningfully.
- Record final decisions, rejected alternatives, and confidence.
Evaluator Gates
- Evidence sufficiency
- Contradiction check
- Confidence level
- Stop/continue decision
Rules
- Prefer primary sources.
- Label uncertainty clearly.
- Do not loop indefinitely without measurable improvement.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryChecking.github/skills/autoresearch/SKILL.md
Popularity
- 7-day trend score
- 5
Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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Embed badge
[](https://verified-skill.com/skills/preyan/0xchess/autoresearch)