Dev & Engineering keyword-categorizationdocumentation-analysisapi-referencecode-examplestroubleshootingepub-scraping

Golden EPUB Keyword Classifier

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

FollowSkills review · FSRS-2.0
Not recommended
38/ 100 5-point scale 1.9 / 5
Trust15 / 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.

Reliability7 / 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.

Adaptability4 / 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.

Convention6 / 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.

Effectiveness3 / 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.

Verifiability3 / 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.

Evidence confidence:Low Reviewed Jul 20, 2026 Reviewed revision d3f9b2c93779
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.
See the full review method →

What it does & when to 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.

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

Pros & cons

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 to install

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.

How to use

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.

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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