Scan reports · Gentleman-Programming/gentle-ai
gentle-ai-collab-perfect: scan report
Trigger: contributing to Gentleman-Programming/gentle-ai as an external collaborator. Strict issue-first workflow, honest PR bodies, contributor-vs-maintainer scope, chained-PR strategy, verification protocol,… An automated scan of this public skill from Gentleman-Programming/gentle-ai: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
70/100 · grade C
Gentleman-Programming/gentle-ai/skills/gentle-ai-collab-perfect at 4acaf42
Spec 0 · Efficiency 20 · Clarity 25 · Security 25 (each out of 25)
Always loaded 127 tokens · on trigger 5,485 · on demand 0
eff/body-tokenswarn · SKILL.md~5485 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.spec/broken-refwarn · SKILL.md:40References .github/workflows/pr-check.yml, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:61References skills/branch-pr/SKILL.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:90References internal/assets/skills/issue-creation/SKILL.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:90References CONTRIBUTING.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:114References .github/PULL_REQUEST_TEMPLATE.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:119References AI_POLICY.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:261References CONTRIBUTING.md, which isn't in the skill folder.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | Gentleman-Programming/gentle-ai |
| Skill folder | skills/gentle-ai-collab-perfect |
| Stars | 7,851 |
| License | MIT |
| Commit scanned | 4acaf42 |
| Scanned | 2026-10-19 |
| Files | 1 |
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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/gentleman-programming-gentle-ai-collab-perfect)
Alternatives
Scanned alternatives on ProSkills
Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.
- 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
- Security ReviewExploit sketch, severity and fix for each finding.Loads when the change touches auth, user input, outbound requests, secrets or an LLM feature.5 rules · Code ReviewScan 100$12
- 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
Same repository
More from Gentleman-Programming/gentle-ai
- branch-prGrade A100/100
- chained-prGrade A100/100
- cognitive-doc-designGrade A96/100
- comment-writerGrade A93/100
- gentle-ai-benchGrade A91/100
- gentle-ai-branch-prGrade B83/100
- gentle-ai-chained-prGrade A100/100
- go-testingGrade A100/100
- hermes-ephemeral-delegationGrade A100/100
- issue-creationGrade A100/100
- issue-root-resolutionGrade A100/100
- judgment-dayGrade A96/100
FAQ
Questions
- Is gentle-ai-collab-perfect safe to install?
- No known risky patterns found. 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 4acaf42 on 2026-10-19. 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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