literature-matrix
Systematic research idea discovery through paper combination matrix. Use when finding research ideas, evaluating paper combinations, building unified theoretical frameworks, or generating code skeletons from combined methods.
npx skills add majiayu000/claude-skill-registry --skill literature-matrix --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# literature-matrix Systematic research idea discovery: collect N papers, evaluate all N×(N-1)/2 combinations via a 5-dimension scoring matrix, deep-analyze top candidates with full-text evidence, build unified theoretical frameworks, and generate code skeletons. ## When to Use This Skill Trigger when any of these applies: - User needs to systematically discover research ideas from literature - User wants to evaluate combination potential between multiple papers - User wants to build a unified theoretical framework (αA+(1-α)B) from two methods - User needs to generate code skeletons for combined methods - User mentions: "文献矩阵", "论文组合", "找idea", "组合创新", "paper matrix" - User invokes `/literature-matrix` ## Not For / Boundaries **Will NOT:** - Make final research decisions for the user (provides analysis and suggestions only) - Guarantee any idea will be published (evaluates feasibility only) - Bypass copyright to obtain paywalled papers (uses legal open-access channels only) - Generate complete papers (provides framework drafts and code skeletons only) - Fabricate data or analysis results - Replace domain expert judgment on theoretical correctness **Required inputs (ask if missing):
- When to Use This Skill
- Not For / Boundaries
- Quick Reference
- Workflow (6 Phases)
- Pattern 1: Initialize Session
- Pattern 2: Paper Search (Semantic Scholar API)
- Pattern 3: Paper Screening Criteria
- Pattern 4: 5-Dimension Evaluation (per combination)
- Pattern 5: Three-Layer Filtering
- Pattern 6: Paper Acquisition (3 Levels)
- Pattern 7: Combination Types
- Pattern 8: Non-trivial Justification Templates
- Pattern 9: Provenance Tagging
- Pattern 10: Checkpoint Save/Resume
What does the literature-matrix skill do?
Systematic research idea discovery through paper combination matrix. Use when finding research ideas, evaluating paper combinations, building unified theoretical frameworks, or generating code skeletons from combined methods.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill literature-matrix --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.