paper-memory-builder
paper-memory-builder is a Literature review & citations skill for AI agents, published by WenyuChiou in the research-hub repository on GitHub. Skillspace rates paper-memory-builder D (64/100) and it passed the safety scan; the rating is based on static analysis only.
Convert a paper draft + figures + Zotero metadata into reusable .paper/claims.yml and .paper/figures.yml files so the academic-writing-skills skill can do writing, revision, and audit passes without re-reading the manuscript every time. Use when the user asks to "build paper memory", "extract claims from this manuscript", "extract claims, supporting evidence, and figure key numbers", or "prepare this paper for AI-assisted writing". NOT for summarizing cited papers in a literature cluster — that's `paper-summarize`. This skill is for the user's own manuscript draft only.
- Grade
- D
- Quality
- 64 / 100
- Safety
- Passed
- GitHub stars
- 54
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
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
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- Not declared. Check the repository before reusing it.
What the scanner flagged
- mentions secrets in text
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
Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.