Scan reports · github/awesome-copilot
autoresearch: scan report
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring,… An automated scan of this public skill from github/awesome-copilot: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
92/100 · grade A
github/awesome-copilot/skills/autoresearch at cb64ad1
Spec 25 · Efficiency 25 · Clarity 25 · Security 17 (each out of 25)
Always loaded 159 tokens · on trigger 2,564 · on demand 0
sec/destructivewarn · SKILL.md:197Risky command; make sure the skill asks before running it.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | github/awesome-copilot |
| Skill folder | skills/autoresearch |
| Stars | 40,087 |
| License | MIT |
| Commit scanned | cb64ad1 |
| Scanned | 2026-10-16 |
| Files | 1 |
ProSkills doesn't host or redistribute this skill. Get it from its repository, and check the license before reusing it. Something wrong here? Open an issue for a rescan or removal.
For maintainers
Badge for the README
If you maintain this skill, this badge shows its score and links to this report. Fix findings and the score moves with the next scan.
[](https://proskills.dev/reports/github-autoresearch)
Alternatives
Scanned alternatives on ProSkills
Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.
- Test WriterTests that fail before the fix and pass after.Loads when the user needs tests for new code or a bug fix.5 rules · Code ReviewScan 100$9
- Debug DetectiveRoot cause, not a patch. Regression test included.Loads when the user has a failing test, an error or a bug that regressed.5 rules · Code ReviewScan 100$9
- Refactor SurgeonBehaviour-preserving refactors in small steps.Loads when the user wants code restructured without changing what it does.5 rules · Code ReviewScan 100$9
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- agent-skill-stackGrade C78/100
- agent-supply-chainGrade A97/100
FAQ
Questions
- Is autoresearch safe to install?
- No critical findings, some security notes. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
- How was this score calculated?
- Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
- Is this report current?
- It was made from commit cb64ad1 on 2026-10-16. If the skill has changed since, paste the new version into the scanner for a fresh score.
- I wrote this skill. Can I fix the score or have the page removed?
- Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.
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