paper-analyzer
paper-analyzer is a Peer review & grants skill for AI agents, published by bighardperson in the computer-science-skills-collection repository on GitHub. Skillspace rates paper-analyzer C (74/100) and it passed the safety scan; the rating is based on static analysis only.
Deep-dive analysis of academic papers. Use this skill whenever the user shares a research paper, paste of paper content, a PDF attachment, or asks you to analyze, summarize, critique, or explain a paper. Trigger on phrases like "analyze this paper", "read this paper", "what does this paper do", "deep dive on", "explain the method in this paper", or any time the user uploads a PDF that appears to be a research paper. Also trigger when the user asks for a peer-review-style critique, wants to understand the contribution of a paper, or asks what's novel about a specific method. Don't wait for the user to say "use the paper analyzer skill" — if paper content is present, use it.
- Grade
- C
- Quality
- 74 / 100
- Safety
- Passed
- GitHub stars
- 24
Unproven: rated by static analysis only, not yet compared head-to-head.
Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 1 collections
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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