# PaperSkills Web

This site exposes PaperSkills repository content for both human readers and AI agents.

## Agent entry points

- Read `/api/skills` for the structured skill index.
- Read `/skills/{skill}/SKILL.md` for the main instructions of one skill.
- Browse `/skills/{skill}` to discover examples, references, assets, scripts, and related files.

## Available skills

### abstract

Generate abstracts in multiple formats (IMRaD, thematic, extended, short) for academic manuscripts. Supports bilingual output for non-English papers.

- Main instruction: `/skills/abstract/SKILL.md`
- Directory listing: `/skills/abstract`

### citation-network

Build and visualize citation networks from seed papers using Semantic Scholar and OpenCitations. Generates interactive HTML report with vis.js network graph.

- Main instruction: `/skills/citation-network/SKILL.md`
- Directory listing: `/skills/citation-network`

### cite-verify

Verify all citations in an academic manuscript against CrossRef, Semantic Scholar, and OpenAlex. Checks existence, metadata accuracy, open access status, and optionally verifies claims against source texts. Generates HTML report.

- Main instruction: `/skills/cite-verify/SKILL.md`
- Directory listing: `/skills/cite-verify`

### journal-match

Recommend target journals for manuscript submission based on scope, methodology, and impact metrics from Semantic Scholar and OpenAlex. Generates HTML report.

- Main instruction: `/skills/journal-match/SKILL.md`
- Directory listing: `/skills/journal-match`

### lit-search

Search academic literature across Semantic Scholar, OpenAlex, PubMed, and arXiv. Returns deduplicated, ranked results with abstracts and open access status.

- Main instruction: `/skills/lit-search/SKILL.md`
- Directory listing: `/skills/lit-search`

### peer-review

Perform academic peer review with 8-criteria scoring (originality, argument, literature, discussion, consistency, methodology, presentation, evidence). Generates HTML report with radar chart.

- Main instruction: `/skills/peer-review/SKILL.md`
- Directory listing: `/skills/peer-review`

### research-gap

Analyze and identify research gaps in a field using Semantic Scholar and OpenAlex trend data. Covers temporal, methodological, thematic, application, and population gaps. Generates HTML report with Chart.js visualizations.

- Main instruction: `/skills/research-gap/SKILL.md`
- Directory listing: `/skills/research-gap`

### topic-framing

Help converge from a fuzzy research idea to a concrete, researchable paper title through structured dialogue. Covers problem sharpening, landscape check, and title workshop.

- Main instruction: `/skills/topic-framing/SKILL.md`
- Directory listing: `/skills/topic-framing`