lit-search
lit-search is a Literature review & citations skill for AI agents, published by andrehuang in the researcher-pack repository on GitHub. Skillspace rates lit-search D (59/100) and it passed the safety scan; the rating is based on static analysis only.
Map a subfield by discovering, organizing, and cross-linking research papers into a persistent, wiki-integrated lit workspace. TRIGGER when the user wants to build a literature review, survey a subfield, do a paper search, find related work, or map what exists on a topic. Also triggers on "find me papers on...", "what papers exist about...", "related work for...", "literature search", "paper survey", or any ML/social-science conference/venue name. Maintains per-topic memory-bank.md, mind-graph.md, and references.bib under wiki/queries/<topic>/. Chains to /paper-read for per-paper summaries and deep-read ingestion; chains to /research-companion for idea triangulation. Adapted from bchao1/paper-finder to fit the Researcher Pack's wiki model.
- Grade
- D
- Quality
- 59 / 100
- Safety
- Passed
- GitHub stars
- 40
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
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 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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