paper-graph

paper-graph is a Literature review & citations skill for AI agents, published by EvoScientist in the EvoSkills repository on GitHub. Skillspace rates paper-graph C (73/100) and it passed the safety scan; the rating is based on static analysis only.

Use this skill to map the **genealogical lineage and historical progression** of a research field. It is designed to visualize the **evolutionary path of ideas**, showing how technical challenges in earlier works were addressed by subsequent research improvements. The final deliverable is a Markdown file with embedded Mermaid diagrams the user can paste into a viewer or commit to their repo. Trigger this when the user needs to understand the **developmental trajectory of a topic**, the 'family tree' of a model, or how a research line matured over multiple years. Do NOT trigger for queries seeking **inventories of specific artifacts**, such as lists of common datasets, benchmarks, or libraries. Avoid this for finding a single 'latest' paper, performing simple keyword search, or conducting head-to-head technical comparisons between specific models. This skill is meant for synthesizing a **chronological narrative of improvement** across multiple works, not for cataloging currently…

Grade
C
Quality
73 / 100
Safety
Passed
GitHub stars
411

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
93 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked 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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