Scan reports · Imbad0202/academic-research-skills
sr-screener: scan report
Protocol-driven study screening for systematic, scoping and rapid reviews. Turns a proposal or PROSPERO protocol into confirmed eligibility rules, then screens titles/abstracts and full texts with two blinded AI… An automated scan of this public skill from Imbad0202/academic-research-skills: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
31/100 · grade F
Imbad0202/academic-research-skills/sr-screener at 060cb3c
Spec 5 · Efficiency 1 · Clarity 25 · Security 0 (each out of 25)
Always loaded 257 tokens · on trigger 8,100 · on demand 57,091
eff/body-tokenswarn · SKILL.md~8100 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.sec/hidden-commentwarn · agents/screening_reviewer_agent.mdHTML comment carries instructions the user won't see rendered.sec/hidden-commentwarn · SKILL.mdHTML comment carries instructions the user won't see rendered.sec/hidden-commentwarn · templates/prompts.mdHTML comment carries instructions the user won't see rendered.eff/body-lineswarn · SKILL.mdSKILL.md body is 503 lines; keep it under 500 and move detail into reference files.eff/description-triggerwarn · SKILL.mddescription doesn't say *when* to use the skill ("Use when …"). Agents decide from this line alone.spec/broken-refwarn · SKILL.md:31References .claude/CLAUDE.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:31References shared/references/routing_core.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:43References shared/references/intent_clarification_protocol.md, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:477References ft_screening.template.js, which isn't in the skill folder.spec/broken-refwarn · SKILL.md:477References build_workflow.py, which isn't in the skill folder.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | Imbad0202/academic-research-skills |
| Skill folder | sr-screener |
| Stars | 52,394 |
| License | None stated |
| Commit scanned | 060cb3c |
| Scanned | 2026-10-16 |
| Files | 25 |
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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/imbad0202-sr-screener)
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FAQ
Questions
- Is sr-screener 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 060cb3c 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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