extracting-keywords SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
extracting-keywords from oaustegard/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oaustegard/claude-skills/extracting-keywords@v0.2.1Pins v0.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oaustegard/claude-skills
- Path
plugins/data-and-visualization/skills/extracting-keywords/SKILL.md- Versions recorded
- 1
- Latest version
- v0.2.1, committed Jul 7, 2026
- Size
- 11,654 bytes
- Repository stars
- 158
- License
- MIT
Extract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when users request keyword extraction, key terms, topic identification, content summarization, or document analysis. Includes domain-specific stopwords for AI/ML and life sciences. Optional deeper extraction mode (n=2+n=3 combined) for comprehensive coverage.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Extracting Keywords Extract keywords from text using YAKE (Yet Another Keyword Extractor), an unsupervised statistical keyword extraction algorithm. ## Installation **First time only:** Install YAKE with optimized dependencies to avoid unnecessary downloads. ```bash cd /home/claude uv venv yake-venv --system-site-packages uv pip install yake --python yake-venv/bin/python --no-deps uv pip install jellyfish segtok regex --python yake-venv/bin/python ``` This reuses system packages (numpy, networkx) instead of downloading them (~0.08s vs ~5s). ## Stopwords Configuration **Built-in YAKE stopwords (34 languages):** Use `lan="<code>"` parameter - See Parameters section below for all 34 supported language codes - English (`lan="en"`) is the default **Custom domain stopwords (bundled in `assets/`):** **AI/ML:** `stopwords_ai.txt` - English stopwords + 783 AI/ML domain-specific terms (1357 total) - Filters AI/ML methodology noise (model, training, network, algorithm, parameter) - Filters ML boilerplate (dataset, baseline, benchmark, experiment, evaluation) - Filters technical terms (transformer, embedding, attention, optimization, inference) …
Read the whole file at its exact version.
How to install
mdr add oaustegard/claude-skills/extracting-keywords@sha256:c6b3166c6e31b506The line at the top of this page pins the label v0.2.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_isgb2r3gw6gew254)
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Versions
The registry has recorded 1 version of this file, committed on Jul 7, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11654 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
oaustegard/claude-skills · 158 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_isgb2r3gw6gew254 GET https://markdownregistry.com/api/v1/resolve?ref=oaustegard/claude-skills/extracting-keywords GET https://markdownregistry.com/api/v1/blob/c6b3166c6e31b506e45db3df9dbe5c920bdde6cd383d06ea0ab5e8409af4d17d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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