Scan reports · K-Dense-AI/scientific-agent-skills
autoskill: scan report
Analyzes user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills, and stage new skill drafts or composition recipes for review. Requires a reachable Screenpipe… An automated scan of this public skill from K-Dense-AI/scientific-agent-skills: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
90/100 · grade A
K-Dense-AI/scientific-agent-skills/skills/autoskill at a1043ef
Spec 25 · Efficiency 25 · Clarity 25 · Security 15 (each out of 25)
Always loaded 124 tokens · on trigger 3,855 · on demand 10,961
sec/permissionswarn · SKILL.md:70Escalates permissions.sec/plain-httpinfo · SKILL.mdLinks over plain http.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | K-Dense-AI/scientific-agent-skills |
| Skill folder | skills/autoskill |
| Stars | 51,324 |
| License | MIT |
| Commit scanned | a1043ef |
| Scanned | 2026-10-16 |
| Files | 15 |
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/k-dense-ai-autoskill)
Alternatives
Scanned alternatives on ProSkills
Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.
- Grill MeA relentless review of your plan.Loads when the user shares a plan or asks to build something non-trivial.3 rules · Grill MeScan 100Free
- PR DescriberTitle and description from your diff. No filler.Loads when the user opens or describes a pull request.5 rules · Code ReviewScan 100Free
- PR ReviewerStaff-level review. Every finding labelled, with a line.Loads when the user asks for a code review or whether a change is safe to merge.5 rules · Code ReviewScan 100$12
Same repository
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FAQ
Questions
- Is autoskill 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 a1043ef 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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