Dev & Engineering

Golden EPUB Keyword Classifier

Tests documentation keyword categorization with a compact structural and example summary.

38/ 100
Not recommended

Current benefit does not outweigh risk or uncertainty.

See how it was scored ↓
Works as-is in
Codex · Claude Code
Stars
★ 15k
Last updated
25d ago
License
MIT
keyword-categorizationdocumentation-analysisapi-referencecode-examples
+2troubleshootingepub-scraping

What does this skill do, and when should you use it?

This is one standalone skill in the Skill Seekers monorepo, focused specifically on testing keyword categorization. It covers Setup, Api, and Other sections, with topics including installation steps, API usage, and common errors. The skill summarizes code examples, tables, language counts, and reference-file navigation. It is useful for validating document classification, not as a general EPUB reader or conversion workflow.

Groups and summarizes documentation sections, major topics, and subtopics; identifies getting-started, usage, and troubleshooting content; inventories Bash and Python examples with quality scores; reports counts for code blocks, images, tables, and programming languages; and links to reference files for the Setup, Api, and Other sections.

Good fit
  • A test engineer validating whether golden_epub_kw content is categorized correctly
  • A documentation engineer checking recognition of setup, API, and troubleshooting sections
  • A developer reviewing extracted examples, tables, and language distribution
  • A maintainer auditing generated documentation structure through the reference-file index

How do you install this skill?

Before you use it
  • This path appears to be a generated golden-test documentation sample rather than a complete production skill; do not infer the repository’s overall conversion capability from it.
  • The long Python example is truncated, and the document does not identify the source, version, or update mechanism.
  • Manually verify the original EPUB, extraction completeness, and the accuracy of code examples and tables before use.
Before you start
Your agent needs
  • Local filesystem

The source does not document a standalone installation procedure for this skill. The README says the full Skill Seekers collection can be installed with pip install skill-seekers; this skill is located at tests/golden/phase2/epub_kw/SKILL.md.

Generic route: install into Claude Code manually (macOS / Linux)
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/yusufkaraaslan/Skill_Seekers.git "$tmp"
mkdir -p ~/.claude/skills
cp -R "$tmp/tests/golden/phase2/epub_kw" ~/.claude/skills/
rm -rf "$tmp"

Generated from the source repository and skill path; it copies only this skill's folder. If the author's install steps above differ, follow those first. To scope it to one project, replace ~/.claude/skills with that project's .claude/skills.

How do you use this skill?

Load the skill directory in an Agent Skills-compatible client and invoke it for keyword-categorization testing, for example: Use golden-epub-kw when testing keyword categorization. Review its section classification, topic summary, code-example inventory, and reference navigation.

What are this skill's strengths and limitations?

Pros
  • Clear, narrow scope focused on keyword-categorization testing
  • Includes sections, topics, examples, tables, and documentation statistics
  • Provides reference-file paths for deeper inspection
Limitations
  • It is a test-oriented golden sample rather than a complete EPUB-processing workflow
  • One Python example is truncated and cannot serve as a complete implementation reference
  • The source does not document standalone installation, input handling, or test commands

How does this skill compare with similar options?

Side by side with related skills; every score comes from the same FSRS standard.

Skill FS score Stars Last updated License
Golden EPUB Keyword Classifier this page 38 · Not recommended ★ 15k 25d ago MIT
Keyword Categorization Test Docs 29 · Not recommended ★ 15k 25d ago MIT
Web Handbook Skill — Multi-Page Fixture 41 · Not recommended ★ 15k 25d ago MIT
Golden Word Documentation Skill 30 · Not recommended ★ 15k 25d ago MIT
EPUB Golden Build Guide 36 · Not recommended ★ 15k 25d ago MIT

How did FollowSkills review this skill?

FollowSkills review · FSRS-2.0
Not recommended
38/ 100 5-point scale 1.9 / 5
The upstream repository has new commits since this review. The score still applies to the reviewed revision shown and may not cover the latest changes.
1Trust15 / 25 · 3.0/5

The skill presents only static documentation summaries and reference files, with no visible credential access, external writes, covert data flow, or destructive behavior, so no red line is evident. However, it provides no source verification, sensitive-data handling, permission-boundary, or rollback guidance, so 10 points are deducted.

2Reliability7 / 20 · 1.8/5

SKILL.md, the index, and the three reference files are broadly consistent on sections, code blocks, and statistics, but abnormal-input behavior is not described. There is no executable reproduction evidence for key paths, and the long code example is truncated in the summary, so 13 points are deducted.

3Adaptability4 / 15 · 1.3/5

The trigger is limited to “testing keyword categorization”; audience, non-fit boundaries, inputs, outputs, and semantic trigger precision are unspecified. Chinese-language support and mainland-China network reachability are not evidenced, so 11 points are deducted.

4Convention6 / 15 · 2.0/5

The skill has basic front matter, section overview, quick reference, reference navigation, and license context. It lacks installation guidance, versioning, changelog, maintenance ownership, update path, limitation disclosure, and troubleshooting detail, so 9 points are deducted.

5Effectiveness3 / 15 · 1.0/5

It provides a readable summary of extracted test documentation, including examples, tables, and navigation, but it is not an independently executable conversion skill. Its repository-level description of converting websites, GitHub repositories, and PDFs does not match this EPUB keyword-categorization fixture, leaving limited directly usable value; 12 points are deducted.

6Verifiability3 / 10 · 1.5/5

The summary is linked to reference files with section markers and statistics, giving limited static auditability. There is no third-party execution evidence, key-path test coverage, or cross-source corroboration, so 7 points are deducted.

1 2 3 4 5 6

Open a dimension to read why it scored that way

Reviewed Jul 20, 2026 Reviewed revision d3f9b2c93779 Review evidence[1][2][3][4][5][6][7][8][9][10][11][12][13][14]

Evidence confidence:Low — Mostly static review, author material or a limited demo; useful for discovery, not high-risk decisions.

See the full review method →

FAQ

Can this replace an EPUB reader or EPUB converter?
No. The source positions it as a keyword-categorization testing skill and shows a structured summary of extracted documentation.
Does it require MCP or network access?
The SKILL.md mentions neither MCP nor network calls. It references local files under `references/`, so the client needs access to the files bundled with the skill.
Is it suitable for production documentation classification?
There is not enough evidence to say so. Its stated purpose is testing keyword categorization, and the source provides no production deployment or evaluation procedure.

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