Updated 2w ago
by cxcscmu
SkillLearnBench
[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
88 GitHub stars (88)
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- 30 skills (30 skills found in its SKILL.md files)
- 7 forks (7 forks)
- 2w ago last update (Last updated 2w ago)
Install
Skills CLI
npx skills add cxcscmu/SkillLearnBench
Asks which skills and agents to install. Just one: npx skills add cxcscmu/SkillLearnBench --skill skill-creator — add -g for every project.
Claude Code
git clone https://github.com/cxcscmu/SkillLearnBenchcp -r "SkillLearnBench/baselines/b4-skill-creator/inject/skill-creator" ~/.claude/skills/
Copies the skill-creator skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add cxcscmu/SkillLearnBench
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 1278 files.
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skill-creator
Create modular skill documents (SKILL.md files) for Claude Code. Use this skill whenever a task requires generating reusable knowledge documents, capturing domain expertise, or building skills that encode workflows, APIs, or specialized techniques. Invoke this whenever you need to write a SKILL.md from scratch, even if the user doesn't explicitly ask for a "skill".
baselines/b4-skill-creator/inject/skill-creator/SKILL.md on GitHub (opens in a new tab) -
anthropic-brand-colors
Anthropic's official brand color palette, design tokens, and typography standards for consistent brand application.
skills/b1-one-shot-claude-haiku-4-5/anthropic-poster-design/anthropic-brand-colors/SKILL.md on GitHub (opens in a new tab) -
python-pillow-graphics
Create technical graphics, diagrams, and posters using Python Pillow library with precise color control and typography.
skills/b1-one-shot-claude-haiku-4-5/anthropic-poster-design/python-pillow-graphics/SKILL.md on GitHub (opens in a new tab) -
technical-illustration-design
Design principles and techniques for creating technical exploded-view diagrams and engineering documentation posters.
skills/b1-one-shot-claude-haiku-4-5/anthropic-poster-design/technical-illustration-design/SKILL.md on GitHub (opens in a new tab) -
classical-poetry-peace-theme
Compose classical Chinese poetry on peace themes using authentic imagery, perspective shifts, and the voice of ordinary people experiencing war's aftermath.
skills/b1-one-shot-claude-haiku-4-5/chinese-poem-generator/classical-poetry-peace-theme/SKILL.md on GitHub (opens in a new tab) -
mandarin-rhyming-guide
Master modern Mandarin pinyin finals and tone systems to create accurate rhymes for classical poetry following contemporary pronunciation standards.
skills/b1-one-shot-claude-haiku-4-5/chinese-poem-generator/mandarin-rhyming-guide/SKILL.md on GitHub (opens in a new tab) -
seven-char-regulated-verse
Master the structure, tonal patterns, and rhyming requirements of classical seven-character regulated verse (七言律诗) in Chinese poetry.
skills/b1-one-shot-claude-haiku-4-5/chinese-poem-generator/seven-char-regulated-verse/SKILL.md on GitHub (opens in a new tab) -
california-sc100-form
Understand the structure and fields of the California Small Claims Court Form SC-100
skills/b1-one-shot-claude-haiku-4-5/court-form-filling/california-sc100-form/SKILL.md on GitHub (opens in a new tab) -
pdf-form-filling
Fill PDF form fields programmatically using Python libraries like pypdf or pdfrw
skills/b1-one-shot-claude-haiku-4-5/court-form-filling/pdf-form-filling/SKILL.md on GitHub (opens in a new tab) -
dbscan-custom-metrics
Implement DBSCAN clustering with custom distance metrics using scikit-learn's pairwise_distances.
skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/dbscan-custom-metrics/SKILL.md on GitHub (opens in a new tab) -
greedy-bipartite-matching
Implement greedy bipartite matching for pairing cluster centroids with expert annotations.
skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/greedy-bipartite-matching/SKILL.md on GitHub (opens in a new tab) -
parallel-grid-search
Parallelize hyperparameter grid search using joblib for efficient multi-core execution.
skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/parallel-grid-search/SKILL.md on GitHub (opens in a new tab) -
pareto-frontier-analysis
Identify Pareto-optimal solutions from multi-objective optimization results.
skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/pareto-frontier-analysis/SKILL.md on GitHub (opens in a new tab) -
cvss-score-extraction
Extract and handle CVSS scores from multiple vulnerability data sources (NVD, GHSA, RedHat) with proper fallback priority.
skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/cvss-score-extraction/SKILL.md on GitHub (opens in a new tab) -
package-lock-parsing
Parse and extract package information from npm package-lock.json files to identify dependencies and their installed versions.
skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/package-lock-parsing/SKILL.md on GitHub (opens in a new tab) -
security-audit-csv-reporting
Generate structured CSV security audit reports from vulnerability data with proper filtering, formatting, and field mapping.
skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/security-audit-csv-reporting/SKILL.md on GitHub (opens in a new tab) -
trivy-vulnerability-scanning
Use Trivy vulnerability scanner in offline mode to detect CVEs in npm dependencies and generate structured JSON reports.
skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/trivy-vulnerability-scanning/SKILL.md on GitHub (opens in a new tab) -
geopandas-projections
Use GeoPandas with coordinate projections to perform accurate spatial calculations and transformations.
skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/geopandas-projections/SKILL.md on GitHub (opens in a new tab) -
plate-tectonics-geospatial
Analyze plate tectonics data using GeoPandas, identify points within plates, and calculate distances to boundaries.
skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/plate-tectonics-geospatial/SKILL.md on GitHub (opens in a new tab) -
usgs-earthquake-analysis
Load, parse, and process USGS earthquake data in GeoJSON or JSON formats.
skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/usgs-earthquake-analysis/SKILL.md on GitHub (opens in a new tab) -
enterprise-data-retrieval
Retrieve and aggregate information across multiple enterprise data sources
skills/b1-one-shot-claude-haiku-4-5/enterprise-information-search/enterprise-data-retrieval/SKILL.md on GitHub (opens in a new tab) -
json-data-extraction
Extract, parse, and query JSON data from large enterprise files efficiently
skills/b1-one-shot-claude-haiku-4-5/enterprise-information-search/json-data-extraction/SKILL.md on GitHub (opens in a new tab) -
json-result-formatting
Format query results to JSON with proper structure and token tracking
skills/b1-one-shot-claude-haiku-4-5/enterprise-information-search/json-result-formatting/SKILL.md on GitHub (opens in a new tab) -
fuzzy-fund-search
Fuzzy matching techniques for finding hedge funds by name when exact names are unknown
skills/b1-one-shot-claude-haiku-4-5/financial-analysis/fuzzy-fund-search/SKILL.md on GitHub (opens in a new tab) -
portfolio-analysis
Analyzing fund portfolios including AUM extraction, holdings counts, and portfolio composition
skills/b1-one-shot-claude-haiku-4-5/financial-analysis/portfolio-analysis/SKILL.md on GitHub (opens in a new tab) -
sec13f-data-format
Understanding SEC 13-F filing data structure, TSV format, and key tables for hedge fund analysis
skills/b1-one-shot-claude-haiku-4-5/financial-analysis/sec13f-data-format/SKILL.md on GitHub (opens in a new tab) -
druid-javascript-security
Securing Apache Druid's JavaScript execution engine against code injection and security bypass attacks.
skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/druid-javascript-security/SKILL.md on GitHub (opens in a new tab) -
git-patch-workflow
Creating, managing, and applying unified diff patches with Git for source code modifications.
skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/git-patch-workflow/SKILL.md on GitHub (opens in a new tab) -
jackson-deserialization-validation
Securing Jackson JSON deserialization by validating input before processing and preventing unknown properties.
skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/jackson-deserialization-validation/SKILL.md on GitHub (opens in a new tab) -
maven-druid-build
Building Apache Druid with Maven, managing memory constraints, and skipping verification checks.
skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/maven-druid-build/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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