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tangled-skills

Collection of Skills for Agents by Tangled

About

All skills in this repository are automatically generated using the skill skill. Each skill is created from public references, official documentation URLs, and other publicly available resources to ensure accuracy and completeness.

This repository also includes meta skills that govern agent behavior and workflows: skman, git, tzip, plan, pipe, webfetch, and websearch.

Install / Update

mkdir -p .agents/skills && \
curl -L https://github.com/tangledgroup/tangled-skills/archive/refs/heads/main.tar.gz | \
tar -xz --strip-components=3 -C .agents/skills tangled-skills-main/.agents/skills

Skill Design Principles

  • Detailed yet concise: Skills provide comprehensive coverage while staying within typical LLM context limits
  • Modular reference files: Large topics are broken down into separate reference files that can be loaded on demand
  • Markdown only: All skill files are plain Markdown documents - no scripts or executable code
  • Reference-driven: Each skill links to official documentation and public resources for further exploration

Skills Table

No Skill Project Version Technologies Description
1 a2a-1-0-0 a2a 0.1.0 agent-communication, multi-agent, interoperability, protocol, json-rpc Open standard for communication between independent AI agent systems. Agents discover capabilities via Agent Cards ...
2 acp-0-12-2 acp 0.1.0 agent-protocol, json-rpc, coding-agents, editor-integration, ai-agents Protocol standardizing communication between code editors and AI coding agents using JSON-RPC 2.0 over stdio. ...
3 agent-coding-mini-rasbt-0-1-0 agent-coding-mini-rasbt 0.1.0 coding-agent, ollama, local-ai, autonomous-agent, python Minimal standalone coding agent framework by Sebastian Raschka backed by Ollama, providing workspace context ...
4 agent-coding-wyattdave-0-1-0 agent-coding-wyattdave 0.1.0 ai-agents, prompt-engineering, vscode-extensions, coding-assistants, customization A toolkit for creating custom AI coding agents using prompt engineering, instruction files, and skill modules. Use ...
5 agentmemory-0-9-4 agentmemory 0.1.0 ai-agent, persistent-memory, mcp-server, hybrid-search, knowledge-graph Persistent memory engine for AI coding agents with cross-session context capture, hybrid search (BM25 + vector + ...
6 agent-nirzabari-0-1-0 agent-nirzabari 0.1.0 ai-agents, coding-agents, harness-engineering, llm-systems, agent-architecture Comprehensive guide to understanding and building coding agent harnesses, covering 7-layer architecture, context ...
7 agent-ralph-loop-claude agent-ralph-loop-claude 0.1.0 claude-code, plugin, iterative-development, autonomous-agents, ralph-wiggum Implements the Ralph Wiggum technique as a Claude Code plugin for iterative, self-referential AI development loops. ...
8 agent-ralph-loop-vercel-labs agent-ralph-loop-vercel-labs 0.1.0 autonomous-agent, ai-sdk, iterative-loop, coding-agent, continuous-autonomy Continuous autonomy framework for the Vercel AI SDK implementing the Ralph Wiggum technique — an iterative outer ...
9 agent-ralph-wiggum-fstandhartinger-0-3-0 agent-ralph-wiggum-fstandhartinger 0.1.0 autonomous-development, spec-driven, iterative-loops, ai-coding, ralph-wiggum Autonomous AI coding with spec-driven development combining iterative bash loops and SpecKit-style specifications ...
10 agent-ralph-wiggum-ghuntley agent-ralph-wiggum-ghuntley 0.1.0 ralph-wiggum, autonomous-development, iterative-loops, greenfield, prompt-tuning Geoffrey Huntley's Ralph Wiggum technique — a monolithic iterative loop pattern for autonomous AI-driven software ...
11 agent-ralph-wiggum-loop-beuke agent-ralph-wiggum-loop-beuke 0.1.0 ralph-wiggum, agentic-loops, autonomous-agents, ai-safety, feedback-systems Principles and conceptual framework of the Ralph Wiggum Loop pattern for goal-oriented autonomous AI agent loops. ...
12 agent-ralph-wiggum-snarktank agent-ralph-wiggum-snarktank 0.1.0 ralph-wiggum, autonomous-agent, coding-loop, prd-driven, claude-code Autonomous AI coding loop that runs AI coding tools (Amp or Claude Code) repeatedly until all PRD items are ...
13 agent-wiggum-cli-federiconeri agent-wiggum-cli-federiconeri 0.1.0 autonomous-coding, ralph-loop, spec-driven-development, ai-agent, claude-code Autonomous coding agent that scans codebases, generates feature specs via AI interviews, and runs Ralph loops via ...
14 aiohttp-3-13-0 aiohttp 0.1.0 http, async, client, server, websocket Async HTTP client/server for Python asyncio. Use when building async web applications, REST APIs, or making ...
15 aiohttp-3-13-5 aiohttp 0.1.0 http, async, client, server, websocket Async HTTP client/server for Python asyncio. Use when building async web applications, REST APIs, or making ...
16 aiohttp-cors-0-8-1 aiohttp-cors 0.1.0 cors, aiohttp, web-security, http-headers, cross-origin Implement Cross-Origin Resource Sharing (CORS) in aiohttp applications using aiohttp-cors 0.8.1, enabling secure ...
17 aiohttp-jinja2-1-6-0 aiohttp-jinja2 0.1.0 aiohttp, jinja2, templating, web-framework, async Jinja2 template renderer for aiohttp.web applications providing decorator-based rendering, context processors, URL ...
18 aiohttp-security-0-5-0 aiohttp-security 0.1.0 aiohttp, authentication, authorization, identity-policy, permission Authentication and authorization toolkit for aiohttp.web applications providing identity policies (cookies, ...
19 aiohttp-session-2-12-1 aiohttp-session 0.1.0 aiohttp, sessions, web, async, storage Server-side sessions for aiohttp.web applications using aiohttp-session 2.12, providing multiple storage backends ...
20 aiohttp-sse-2-2-0 aiohttp-sse 0.1.0 aiohttp, server-sent-events, sse, eventsource, streaming Python library for Server-Sent Events (SSE) support in aiohttp applications. Use when building real-time streaming ...
21 aioitertools-0-13-0 aioitertools 0.1.0 asyncio, python, itertools, async-iterators, generators Async-compatible versions of itertools, builtins, and more for Python asyncio. Use when building async Python ...
22 aiorwlock-1-5-1 aiorwlock 0.1.0 asyncio, concurrency, synchronization, read-write-lock Async read-write lock for Python asyncio providing concurrent reader access and exclusive writer access. Use when ...
23 aiozmq-1-0-0 aiozmq 0.1.0 zeromq, asyncio, rpc, messaging, distributed Async ZeroMQ integration for Python asyncio providing transport-level APIs, stream abstraction, and RPC frameworks ...
24 alpinejs-3-15-12 alpinejs 0.1.0 javascript, frontend, reactive, html, directives A skill for building reactive user interfaces with Alpine.js 3.15, a minimal JavaScript framework that uses ...
25 argon2-25-1-0 argon2 0.1.0 password-hashing, authentication, cryptography, argon2, security Python toolkit for password hashing and verification using the Argon2 algorithm via argon2-cffi 25.x. Use when ...
26 asyncstdlib-3-14-0 asyncstdlib 0.1.0 python, async, itertools, builtins, functools Python async standard library providing async versions of builtins, itertools, functools, contextlib, and heapq for ...
27 authelia-4-39-19 authelia 0.1.0 authelia, authentication, mfa, sso, openid-connect Open-source authentication and authorization server providing multi-factor authentication (MFA), single sign-on ...
28 authentik-2026-5-0 authentik 0.1.0 authentik, identity-provider, sso, oauth2, oidc Open-source Identity Provider (IdP) for modern SSO supporting OAuth2/OIDC, SAML, LDAP, RADIUS, SCIM, and Proxy ...
29 autoloop-0-4-0 autoloop 0.1.0 autonomous-agents, multi-role-loops, event-routing, preset-workflows, agent-harness Opinionated loop harness for long-running agent workflows. Supports preset-driven multi-role loops with event-based ...
30 automerge-3-2-6 automerge 0.1.0 automerge, crdt, local-first, collaborative-editing, offline-sync CRDT library for building collaborative, local-first applications with automatic conflict-free merging. Provides ...
31 axios-1-15-2 axios 0.1.0 http, rest, api, fetch, ajax A comprehensive toolkit for making HTTP requests using Axios 1.x, a promise-based HTTP client for browser and ...
32 bcrypt-5-0-0 bcrypt 0.1.0 password-hashing, cryptography, security, authentication, key-derivation A skill for password hashing and key derivation using bcrypt 5.0 in Python. Use when implementing secure password ...
33 boto3-1-43-1 boto3 0.1.0 aws, boto3, cloud, python, sdk Complete toolkit for AWS SDK for Python (Boto3) 1.43.1 providing high-level resource interface and low-level client ...
34 bun-1-3-13 bun 0.1.0 javascript, typescript, runtime, package-manager, bundler Complete toolkit for Bun 1.3.13 JavaScript runtime, package manager, bundler, and test runner. Use when building ...
35 caddy-2-11-2 caddy 0.1.0 web server, reverse proxy, HTTPS, Caddyfile, automatic SSL Complete Caddy 2.11.2 web server toolkit covering Caddyfile configuration, JSON API, automatic HTTPS with Let's ...
36 category-theory category-theory 0.2.0 category-theory, functional-programming, type-theory, monads, functors Mathematical framework for abstract structures and their relationships via categories, functors, natural ...
37 caveman-1-5-1 caveman 0.1.0 communication, token-optimization, brevity, efficiency Ultra-compressed communication mode that cuts token usage by ~75% while maintaining full technical accuracy. ...
38 cffi-2-0-0 cffi 0.1.0 cffi, c-integration, ffi, foreign-function-interface, python-c-bindings Python C Foreign Function Interface for calling C libraries from Python
39 changelog-1-1-0 changelog 0.1.0 changelog, documentation, versioning, semver, release-notes Create and maintain changelogs following the Keep a Changelog specification v1.1.0, providing standardized format ...
40 chart-js-4-5-1 chart-js 0.1.0 charts, canvas, data-visualization, javascript, html5 Complete toolkit for Chart.js 4.5.1, the popular JavaScript charting library using HTML5 Canvas rendering. Use when ...
41 check-jsonschema-0-37-2 check-jsonschema 0.1.0 check-jsonschema, json-schema, validation, cli-tool, pre-commit CLI tool for validating JSON, YAML, TOML, and JSON5 files against JSON Schema. Use when verifying configuration ...
42 chibi-scheme-0-12 chibi-scheme 0.1.0 chibi-scheme, scheme, lisp, embedded-vm, c-ffi Minimal Scheme implementation for embedding in C applications. Provides tagged-pointer VM with precise non-moving ...
43 chonkie-1-6-4 chonkie 0.1.0 text-chunking, rag, nlp, embeddings, vector-databases Lightweight text chunking library for RAG pipelines providing 12+ chunkers, pipeline API, refineries, vector DB ...
44 coding-guidelines-0-1-0 coding-guidelines 0.1.0 behavioral-guidelines, code-quality, simplicity, llm-best-practices Behavioral guidelines to reduce common LLM coding mistakes including
45 crdt-2026-05-03 crdt 0.1.0 crdt, distributed-systems, conflict-resolution, collaborative-editing, eventual-consistency Conflict-free replicated data types (CRDTs) replicate across distributed nodes without coordination, guaranteeing ...
46 crun-1-27-1 crun 0.1.0 oci-runtime, containers, podman, checkpointing, criu Lightweight OCI container runtime written in C for running Linux containers with low memory footprint and high ...
47 cryptography-47-0-0 cryptography 0.1.0 cryptography, encryption, hashing, asymmetric, symmetric Comprehensive toolkit for Python cryptographic operations using the cryptography library v47.0.0. Use when ...
48 curl-8-20-0 curl 0.1.0 HTTP client, FTP, URL transfer, libcurl, CLI tool CLI tool and C library for multi-protocol data transfers supporting HTTP/HTTPS, FTP, SFTP, and 30+ protocols. Covers ...
49 cython-3-2-4 cython 0.1.0 python, compiler, c-extension, performance, optimization A skill for using Cython 3.2.4, an optimizing Python compiler that makes
50 d3-7-9-0 d3 0.1.0 JavaScript, visualization, SVG, Canvas, data-visualization JavaScript library for bespoke data-driven documents providing SVG and Canvas-based visualizations with scales, ...
51 daisyui-5-5-19 daisyui 0.1.0 tailwindcss, daisyui, ui-components, theming, css-framework A skill for using DaisyUI 5.5.19, a component library for Tailwind CSS 4 that provides semantic class names for ...
52 dayjs-1-11-20 dayjs 0.1.0 date, time, parsing, formatting, manipulation Complete toolkit for date and time manipulation using Day.js 1.11.20, a minimalist 2kB library with ...
53 ddgs-9-14-4 ddgs 0.1.0 ddgs, search, metasearch, websearch, duckduckgo Metasearch library aggregating results from 10+ web search services (Google, Bing, DuckDuckGo, Brave, Yahoo, Yandex, ...
54 deno-2-7-14 deno 0.1.0 javascript, typescript, runtime, web-server, cli-tools A comprehensive toolkit for the Deno 2.x JavaScript/TypeScript runtime,
55 design-md-0-1-1 design-md 0.1.0 design.md, design-tokens, design-system, cli-tool, google Format for describing visual identity to coding agents. Combines YAML front matter design tokens with markdown prose ...
56 dirac-0-2-89 dirac 0.1.0 coding-agent, hash-anchored-edits, ast-manipulation, tree-sitter, multi-file-batching Open-source coding agent that reduces API costs by 64.8% while maintaining 100% accuracy on complex refactoring ...
57 docker-docs-2026-04-16 docker-docs 0.1.0 containers, docker-engine, docker-desktop, docker-compose, dockerfile Comprehensive reference for Docker platform including Docker Engine,
58 docxjs-0-3-6 docxjs 0.1.0 docxjs, docx-preview, docx, word, browser Renders DOCX documents into semantic HTML in the browser using JavaScript. Use when converting Word documents to ...
59 dspy-3-2-0 dspy 0.1.0 llm-programming, prompt-optimization, ai-compilation, few-shot-learning, instruction-tuning Framework for programming rather than prompting language models. Compiles LM calls into self-improving pipelines by ...
60 duckdb-1-5-2 duckdb 0.1.0 analytics, olap, embedded-database, sql, data-science High-performance analytical SQL database with support for nested types, vectorized execution, and seamless ...
61 duckdb-1-5-3 duckdb 0.1.0 duckdb, sql, database, olap, python-api Complete toolkit for DuckDB 1.5.3, an in-process SQL OLAP database management system. Covers SQL queries, data ...
62 duckduckgo duckduckgo 0.2.0 duckduckgo, search, web-search, scrapling, scraping Searches DuckDuckGo via its HTML endpoint using scrapling. Returns results as markdown (default), raw HTML, compact ...
63 esbuild-0-28-0 esbuild 0.1.0 javascript, bundler, typescript, jsx, css Complete toolkit for esbuild v0.28 JavaScript bundler providing CLI, JavaScript API, and Go API access for bundling, ...
64 fetch-api fetch-api 0.1.0 fetch, http, javascript, web-api, browser JavaScript Fetch API for making HTTP requests from browsers and workers using promise-based fetch(). Covers ...
65 fltk-1-4-5 fltk 0.1.0 fltk, gui, c++, desktop, widgets Cross-platform C++ GUI toolkit with ~80 widget classes, OpenGL/GLUT integration, drawing primitives, image support, ...
66 gh-2-92-0 gh 0.1.0 github, cli, devops, automation, ci-cd GitHub CLI v2.92.0 for managing repositories, pull requests, issues, releases, workflows, codespaces, and more from ...
67 ghostscript-10-07-0 ghostscript 0.1.0 ghostscript, ghostpdl, pdf, postscript, document-conversion >-
68 git git 0.2.1 meta, meta-skill, git, version-control, conventional-commits Complete Git 2.54.0 toolkit covering version control workflows, Conventional Commits v1.0.0, Keep a Changelog ...
69 grafana-13-0-1 grafana 0.1.0 grafana, observability, dashboards, alerting, metrics Grafana 13.0.1 observability platform for querying, visualizing, alerting on, and exploring metrics, logs, traces, ...
70 gunicorn-26-0-0 gunicorn 0.1.0 gunicorn, wsgi, asgi, python-server, deployment >-
71 haproxy-3-3-8 haproxy 0.1.0 load balancing, reverse proxy, SSL termination, high availability, HTTP proxy Complete HAProxy 3.3.8 toolkit for load balancing, reverse proxying,
72 hnswlib-0-9-0 hnswlib 0.1.0 ann, vector-search, hnsw, nearest-neighbor, simd Header-only C++ library implementing HNSW graphs for fast approximate nearest neighbor search with Python bindings ...
73 htm-3-1-1 htm 0.1.0 jsx-alternative, tagged-templates, preact, react, virtual-dom A skill for using htm 3.1, a tagged template syntax library that provides JSX-like markup in plain JavaScript ...
74 htmx-2-0-10 htmx 1.0.0 htmx, ajax, html, dom, websocket
75 htmx-4-0-0 htmx 0.1.0 htmx, hypermedia, ajax, html-attributes, server-driven-ui "Build interactive web applications with htmx 4.0, a JavaScript library providing HTML attributes for AJAX, CSS ...
76 hy-1-2-0 hy 0.1.0 hy, hylang, lisp, python-embedded, macros Lisp dialect embedded in Python providing prefix S-expression syntax, compile-time macros, quasiquoting, reader ...
77 jina-ai-reader jina-ai-reader 0.1.0 url-to-markdown, web-crawling, web-search, llm-context, context-engineering Converts any URL to LLM-friendly markdown via r.jina.ai and searches the web with s.jina.ai, returning top results ...
78 jinja2-3-1-6 jinja2 0.1.0 templating, html, python, jinja, web Complete toolkit for Jinja2 v3.1.6 templating engine covering template design, Python API integration, custom ...
79 jq-1-8-1 jq 0.1.0 json, cli, data-processing, transformation, shell Complete toolkit for jq 1.8.1, the lightweight and flexible command-line JSON processor. Use when parsing, ...
80 jsonpath-rfc-9535-1-0-0 jsonpath-rfc 0.1.0 JSON, query-language, data-selection, extraction, IETF-standard Complete reference for JSONPath RFC 9535, the IETF specification defining string syntax for selecting and extracting ...
81 lambda-calculus lambda-calculus 0.1.0 lambda-calculus, functional-programming, type-theory, church-encoding, currying Formal system for expressing computation via function abstraction and application. Covers untyped lambda calculus ...
82 lambda-calculus-and-lisp-2026-05-12 lambda-calculus-and-lisp 0.1.0 lambda-calculus, lisp, scheme, y-combinator, church-encoding Covers the relationship between lambda calculus and Lisp, including McCarthy's EVAL, Church encodings in Scheme, the ...
83 lingua-py-2-2-0 lingua-py 0.1.0 nlp, language-detection, text-processing, multilingual, natural-language-processing Accurate natural language detection library for Python supporting 75 languages with high accuracy on short text and ...
84 lisp-in-c-2026-05-03 lisp-in-c 0.1.0 lisp, c, interpreter, eval-apply, s-expression "Build a Lisp interpreter in C from scratch, covering S-expression parsing, manual memory management, hash-table ...
85 lisp-in-python-2026-05-03 lisp-in-python 0.1.0 lisp, interpreter, python, eval-apply, homoiconicity "Build a minimal Lisp interpreter in Python covering the eval-apply cycle, recursive descent parsing, lexical ...
86 llama-cpp-1-0-0 llama-cpp 0.1.0 llm, inference, gguf, quantization, cuda C/C++ LLM inference library with GGUF support, quantization, GPU acceleration (CUDA/Metal/HIP/Vulkan/SYCL), ...
87 lodash-4-18-1 lodash 0.1.0 javascript, utility-library, data-manipulation, functional-programming, browser-compatibility Complete toolkit for Lodash 4.18 utility library providing 300+ helper functions for arrays, collections, objects, ...
88 logfire-4-32-1 logfire 0.1.0 observability, tracing, opentelemetry, logging, metrics AI observability platform built on OpenTelemetry by the Pydantic team. Native SDKs for Python, ...
89 logic logic 0.1.0 logic, propositional-logic, first-order-logic, higher-order-logic, modal-logic Comprehensive reference covering formal logic systems from propositional through higher-order logic, plus modal ...
90 lua-5-5-0 lua 0.1.0 lua, scripting, embeddable, c-api, dynamic-language Lightweight embeddable scripting language with a small C footprint, dynamic typing via tables, coroutines, and a ...
91 matplotlib-3-10-9 matplotlib 0.1.0 plotting, visualization, charts, graphs, data-visualization Comprehensive toolkit for Matplotlib 3.10.9, the Python plotting library for static, animated, and interactive ...
92 mcp-2025-11-25 mcp 0.1.0 mcp, model-context-protocol, llm, ai-integration, json-rpc Model Context Protocol (MCP) 2025-11-25 specification covering client-host-server architecture, JSON-RPC messaging, ...
93 mem0-2-0-1 mem0 0.1.0 memory, llm, ai-agents, vector-search, hybrid-search Self-improving memory layer for LLM agents (Mem0 v2.0.1) enabling persistent context across sessions with ...
94 mempalace-3-3-4 mempalace 0.1.0 ai-memory, local-rag, chromadb, knowledge-graph, mcp Local AI memory system that mines projects and conversations into a searchable index using ChromaDB for vector ...
95 mermaid-11-15-0 mermaid 0.1.0 mermaid, diagrams, flowchart, visualization, documentation >-
96 mermaid-validator-0-1-0 mermaid-validator 0.3.0 mermaid, validator, diagram, syntax-checking, bun Lightweight Mermaid diagram syntax validator using the official mermaid parser with jsdom. Validates diagrams in ...
97 nekovm-2-4-1 nekovm 0.1.0 nekovm, neko, virtual-machine, scripting-language, haxe Stack-based bytecode VM and dynamically typed scripting language, primarily as a compilation target for Haxe. ...
98 networkx-3-6-1 networkx 0.1.0 graph-theory, network-analysis, complex-networks, centrality, community-detection Python package for creating, manipulating, and studying complex networks. Supports graph generation, algorithms ...
99 networkxternal-0-5 networkxternal 0.1.0 graph, database, networkx, external-memory, sql NetworkX-compatible interface for external memory MultiDiGraphs persisted in databases (SQLite, PostgreSQL, MySQL, ...
100 nextjs-16-2-4 nextjs 0.1.0 react, nextjs, ssr, ssg, fullstack Build production-ready React applications with Next.js 16.2.4, providing App Router and Pages Router, server/client ...
101 nginx-1-30-0 nginx 0.1.0 HTTP server, reverse proxy, load balancer, SSL/TLS, caching High-performance HTTP server, reverse proxy, and load balancer supporting HTTP/HTTPS proxying, SSL/TLS termination, ...
102 nltk-3-9-4 nltk 0.1.0 nlp, natural-language-processing, python, text-processing, wordnet Complete toolkit for Natural Language Processing with NLTK 3.9.4, covering tokenization, stemming, lemmatization, ...
103 nodejs-24-14-0 nodejs 0.1.0 nodejs, javascript, runtime, server-side, async Complete Node.js 24.14 runtime toolkit covering core modules, async programming, HTTP servers, file system ...
104 nuitka-4-0-8 nuitka 0.1.0 python, compiler, c-extension, standalone, onefile Python compiler that translates Python code to C and native executables. Use when compiling Python applications for ...
105 numba-0-65-1 numba 0.1.0 jit, compiler, llvm, numba, numpy JIT compiler for Python that translates numerical code into optimized machine code using LLVM. Supports @jit, @njit, ...
106 numeral-2-0-6 numeral 0.1.0 javascript, number-formatting, currency, localization A JavaScript library for formatting and manipulating numbers. Use when formatting currency, percentages, bytes, time ...
107 numkong-7-6-0 numkong 0.1.0 vector-similarity, simd, mixed-precision, dot-product, distance-metrics Ultra-fast mixed-precision vector similarity and distance library with 2000+ SIMD kernels across x86, ARM, RISC-V. ...
108 numpy-2-4-4 numpy 0.1.0 numpy, arrays, scientific-computing, linear-algebra, data-science Fundamental package for scientific computing with Python, providing n-dimensional arrays, mathematical functions, ...
109 oat-0-6-0 oat 0.1.0 javascript, css, frontend, ui-components, semantic-html Ultra-lightweight semantic UI component library (~8KB CSS + JS, zero dependencies) that styles HTML elements by ...
110 obscura-0-1-1 obscura 0.1.0 headless-browser, web-scraping, rust, cdp, puppeteer Lightweight headless browser engine written in Rust for web scraping and AI agent automation. Runs JavaScript via ...
111 openai-2-33-0 openai 0.1.0 openai, llm, ai, chat-completions, responses-api Python SDK for OpenAI API v2.33 providing type-safe access to Responses API, Chat Completions, embeddings, audio ...
112 openai-python-2-38-0 openai-python 0.1.0 openai, python, sdk, ai, llm Complete toolkit for OpenAI Python SDK 2.38.0 providing typed sync/async clients for the Responses API, Chat ...
113 openpyxl-3-1-3 openpyxl 0.1.0 openpyxl, excel, xlsx, spreadsheet, python Complete toolkit for openpyxl 3.1.3 providing Excel xlsx/xlsm/xltx/xltm file creation, reading, writing, styling, ...
114 opentelemetry-1-56-0 opentelemetry 0.1.0 distributed-tracing, metrics, logging, observability, OTLP Complete OpenTelemetry 1.56.0 specification toolkit for implementing distributed tracing, metrics collection, and ...
115 opentelemetry-collector-1-56-0 opentelemetry-collector 0.1.0 opentelemetry, collector, observability, telemetry, tracing Vendor-agnostic telemetry collector for OpenTelemetry providing configurable pipelines for traces, metrics, and ...
116 opentelemetry-python-1-41-1 opentelemetry-python 0.1.0 opentelemetry, observability, tracing, metrics, logging OpenTelemetry Python toolkit for distributed tracing, metrics collection, and log management with OTLP exporters, ...
117 ot-2026-05-03 ot 0.1.0 operational-transformation, ot, collaborative-editing, concurrency-control, real-time-collaboration Operational Transformation theory and practice for consistency in real-time collaborative editing. Covers ...
118 pacote-21-5-0 pacote 0.1.0 npm, packages, npx, download, extract Inspect, download, and extract npm packages without installing them first using pacote 21.5 via npx. Supports ...
119 pandas-3-0-3 pandas 0.1.0 pandas, dataframe, data-analysis, tabular-data, python >-
120 pandoc-3-9-0-2 pandoc 0.1.0 pandoc, document-converter, markdown, latex, pdf Universal document converter supporting 50+ input formats (Markdown, HTML, LaTeX, docx, EPUB, Org, RST, AsciiDoc) ...
121 paramiko-4-0-0 paramiko 0.1.0 ssh, sshv2, sftp, remote-execution, file-transfer >-
122 parquet-2-2-0 parquet 0.1.0 parquet, columnar-storage, file-format, dremel, thrift Complete toolkit for Apache Parquet 2.2.0 columnar storage format covering physical and logical types, schema ...
123 payloadcms-3-84-1 payloadcms 0.1.0 cms, headless-cms, content-management, nextjs, typescript Payload CMS headless CMS toolkit including collections, fields, access control, authentication, custom components, ...
124 payloadcms-blank-3-84-1 payloadcms-blank 0.1.0 cms, payload, nextjs, mongodb, headless-cms Minimal Payload CMS 3.84.1 starter template providing a clean foundation for building custom headless CMS ...
125 payloadcms-ecommerce-3-84-1 payloadcms-ecommerce 0.1.0 payloadcms, ecommerce, commerce, stripe, payments Payload CMS ecommerce template providing production-ready online store with products, variants, carts, orders, ...
126 payloadcms-website-3-84-1 payloadcms-website 0.1.0 cms, headless-cms, website-template, nextjs, typescript Payload CMS website template providing production-ready starter for content-driven websites, blogs, and portfolios ...
127 peg-2026-05-03 peg 0.1.0 peg, parsing, parser-generator, formal-grammar, compiler-construction Parsing Expression Grammars (PEGs) — recognition-based formal grammars using ordered choice to eliminate ambiguity, ...
128 picocss-2-1-1 picocss 0.1.0 css-framework, semantic-html, responsive-design, light-dark-mode, minimal-css Minimalist CSS framework that styles semantic HTML elements by default with responsive typography, automatic ...
129 pi-mono-0-74-0 pi-mono 0.1.0 pi, pi-mono, coding-agent, ai-agent, terminal-ai >-
130 pinecone-router-7-5-0 pinecone-router 0.1.0 alpinejs, router, spa, client-side-routing, single-page-application Client-side routing toolkit for Alpine.js applications using Pinecone Router v7.5, providing route matching, ...
131 pipe pipe 0.1.4 pipe, meta, meta-skill, chaining, workflow Unix-style pipe expression syntax for chaining multiple agent operations sequentially. Each stage's output becomes ...
132 plan plan 0.4.0 meta, meta-skill, plan, workflow, task-management Phase/task based workflow system with PLAN.md as single source of truth. Use when tackling projects that require ...
133 podman-5-8-1 podman 0.1.0 containers, daemonless, rootless, oci, pods Daemonless container engine with Docker-compatible CLI for managing containers, pods, images, volumes, and networks. ...
134 podman-5-8-2 podman 0.1.0 containers, daemonless, rootless, oci, pods Daemonless container engine with Docker-compatible CLI for managing containers, pods, images, volumes, and networks. ...
135 podman-compose-1-5-0 podman-compose 0.1.0 podman, compose, containers, orchestration, devops Orchestrates multi-container applications using Compose specification files with Podman backend. Use when deploying ...
136 podman-py-5-8-0 podman-py 0.2.0 podman, containers, python, docker-alternative, container-management Python client library for Podman container engine providing programmatic access to containers, images, pods, ...
137 polars-0-53-0 polars 0.1.0 polars, dataframe, lazy-evaluation, expressions, streaming "Complete toolkit for Polars 0.53.0 providing high-performance DataFrame computing with lazy evaluation, ...
138 poppler-26-05-0 poppler 0.1.0 poppler, pdf, rendering, c++, glib PDF rendering library providing C++, glib, Qt5, and Qt6 APIs for loading, parsing, rendering, and extracting content ...
139 prescheme-2026-05-03 prescheme 0.1.0 prescheme, scheme, lisp, static-typing, systems-programming Statically typed Scheme dialect that compiles to C via Hindley/Milner type inference and CPS transformations. ...
140 prometheus-3-11-3 prometheus 0.1.0 prometheus, monitoring, promql, metrics, alerting Complete toolkit for Prometheus 3.11.3 covering configuration, PromQL querying, service discovery, rules, alerting, ...
141 pulp-3-3-0 pulp 0.1.0 optimization, linear-programming, mixed-integer-programming, lp, mip Complete toolkit for PuLP 3.3.0, a Python linear and mixed-integer programming modeler generating MPS/LP/JSON files ...
142 pyarrow-24-0-0 pyarrow 0.1.0 pyarrow, arrow, columnar, parquet, data-pipeline "Complete toolkit for PyArrow 24.0.0 providing columnar in-memory data structures, vectorized compute functions, ...
143 pycrdt-0-12-50 pycrdt 0.1.0 pycrdt, crdt, yjs, yrs, collaborative-editing Python bindings for Yrs, the Rust port of the Yjs CRDT framework. Provides shared data types (Text, Array, Map, XML) ...
144 pyomo-6-10-0 pyomo 0.1.1 pyomo, optimization, mathematical-programming, modeling, linear-programming Python-based open-source optimization modeling language supporting LP, QP, NLP, MILP, MIQP, MINLP, stochastic ...
145 python-docx-1-2-0 python-docx 0.1.0 python-docx, word, docx, document-generation, microsoft-word >-
146 python-lambda-calculus-3-1-0 python-lambda-calculus 0.1.0 lambda-calculus, lambda-calculus-3-1-0, functional-programming, symbolic-computation, church-encoding Python library implementing Lambda calculus operations including term construction (Variable, Abstraction, ...
147 python-louvain-0-16 python-louvain 0.1.0 community-detection, louvain, graph-algorithms, networkx, modularity Python implementation of the Louvain algorithm for community detection in graphs. Produces modularity-optimized ...
148 python-prometheus-0-25-0 python-prometheus 0.1.0 prometheus, python, metrics, instrumentation, monitoring Official Prometheus Python client library v0.25.0 for instrumenting Python applications with metrics. Provides ...
149 python-scrypt-0-9-4 python-scrypt 0.1.0 scrypt, password-hashing, key-derivation, cryptography, pbkdf Python toolkit for scrypt-based key derivation and password hashing. Use when implementing secure password storage, ...
150 pytorch-2-12-0 pytorch 0.3.0 pytorch, deep-learning, tensors, autograd, torch-compile >-
151 pywebview-6-2-1 pywebview 0.1.0 python, gui, webview, desktop, cross-platform Cross-platform wrapper around native webview components that lets Python applications display HTML content in a ...
152 pyzmq-27-1-0 pyzmq 0.1.0 zeromq, zmq, messaging, networking, sockets Complete toolkit for Python bindings to ZeroMQ (pyzmq 27.x) covering socket types, messaging patterns, async/await ...
153 quickjs-2025-09-13 quickjs 0.1.0 javascript, engine, es2023, c-api, embedding Small and fast JavaScript engine supporting ES2023 with C API for embedding, qjs REPL interpreter, and qjsc bytecode ...
154 qwen3-embedding-1-0-0 qwen3-embedding 0.1.0 embedding, semantic-search, retrieval, multilingual, reranking Complete toolkit for Qwen3 Embedding models (0.6B, 4B, 8B) and Qwen3
155 qwen3-reranker-1-0-0 qwen3-reranker 0.1.0 reranking, text-ranking, retrieval, cross-encoder, multilingual Comprehensive toolkit for Qwen3 Reranker models (0.6B, 4B, 8B) — cross-encoder text reranking with 100+ language ...
156 qwen3-vl-embedding-0-1-0 qwen3-vl-embedding 0.1.0 embedding, multimodal, vision-language, retrieval, semantic-search Complete toolkit for Qwen3-VL-Embedding 0.1.0 multimodal embedding models (2B and 8B) supporting text, images, ...
157 qwen3-vl-reranker-1-0-0 qwen3-vl-reranker 0.1.0 reranker, multimodal, retrieval, qwen, cross-encoder Complete toolkit for Qwen3-VL-Reranker (2B and 8B) multimodal reranking models that score relevance of text, image, ...
158 raft-2026-05-03 raft 0.1.0 raft, consensus, distributed-systems, replicated-log, leader-election Raft consensus algorithm for replicated log management across server clusters. Covers leader election, log ...
159 ralph-orchestrator-2-9-2 ralph-orchestrator 0.1.0 ai-orchestration, ralph-wiggum, autonomous-agents, hat-system, event-driven Orchestration framework that keeps AI agents in a loop until tasks are done. Supports Claude Code, Gemini CLI, ...
160 redis-om-python-1-1-0 redis-om-python 0.1.0 redis, orm, object-mapping, pydantic, redi-search A skill for using Redis OM Python v1.1, an object mapping library that
161 redis-py-7-4-0 redis-py 0.1.0 redis, database, key-value-store, caching, async Comprehensive Python client for Redis database and key-value store. Use when building Python applications requiring ...
162 rich-15-0-0 rich 0.1.0 terminal, cli, formatting, color, tables Python library for rich text and beautiful terminal formatting. Provides color, tables, progress bars, markdown ...
163 rqlite-10-0-1 rqlite 0.1.0 database, distributed-systems, sqlite, raft, high-availability Comprehensive toolkit for rqlite 10.0.1, a lightweight distributed relational database built on SQLite with Raft ...
164 rsync-3-4-2 rsync 0.1.0 file-transfer, backup, mirroring, sync, daemon Complete toolkit for rsync 3.4.2, the fast file-copying tool using delta-transfer algorithm. Use when backing up ...
165 rtk-0-42-0 rtk 0.1.0 rtk, token-optimization, cli-tool, llm, agent-tooling CLI proxy that filters and compresses command outputs before they reach LLM context, reducing token consumption by ...
166 ruff-0-15-12 ruff 0.1.0 python, linter, formatter, code-quality, flake8 Extremely fast Python linter and code formatter written in Rust with 900+ rules, block-level suppressions, and ...
167 rustfs-1-0-0-beta-1 rustfs 0.1.0 object-storage, s3, swift, distributed-systems, observability High-performance distributed object storage system with S3-compatible API, OpenStack Swift support, and ...
168 scheme-in-python-2026-05-03 scheme-in-python 0.1.0 scheme, interpreter, lisp, python, eval-apply Build a Scheme interpreter in Python covering tokenization, eval/apply loop, environment frames with lexical and ...
169 scikit-learn-1-8-0 scikit-learn 0.1.0 machine-learning, classification, regression, clustering, pipelines Complete scikit-learn 1.8 toolkit for machine learning covering supervised and unsupervised algorithms, pipelines, ...
170 scipy-1-17-1 scipy 0.1.0 scipy, scientific-computing, optimization, integration, statistics Scientific computing library for Python covering optimization, integration, interpolation, linear algebra, signal ...
171 scrapling-0-4-8 scrapling 0.1.0 scrapling, web-scraping, html-parsing, crawler, anti-bot Adaptive web scraping framework for Python providing HTML parsing with CSS/XPath/text/regex selection, HTTP and ...
172 semver-2-0-0 semver 0.1.0 versioning, semver, semantic-versioning, releases, dependency-management Implement and validate Semantic Versioning 2.0.0 to manage software version numbers, determine compatibility, ...
173 sentence-transformers-5-4-1 sentence-transformers 0.1.0 embeddings, semantic-search, reranking, nlp, sentence-embeddings Comprehensive toolkit for computing text embeddings, semantic search, and reranking using Sentence Transformers ...
174 s-expression s-expression 0.1.0 s-expression, sexp, lisp, data-format, tree S-expressions (symbolic expressions) are a minimal notation for nested tree-structured data using atoms and lists. ...
175 s-expression-alternatives s-expression-alternatives 0.1.0 s-expression, sweet-expressions, i-expressions, o-expressions, liso Alternative syntaxes for Lisp-family languages that reduce or eliminate parentheses while preserving homoiconicity ...
176 s-expression-interpreter s-expression-interpreter 0.1.0 s-expression, lisp, interpreter, eval-apply, scheme Build and understand s-expression interpreters in Python and C. Covers lexer-free tokenization, recursive descent ...
177 sheetjs-0-20-3 sheetjs 0.1.0 sheetjs, spreadsheet, xlsx, csv, excel Spreadsheet data toolkit for reading, writing, and converting 40+ file formats including XLSX, CSV, JSON, HTML, ODS. ...
178 skman skman 0.3.1 meta, meta skill, skill manager, skill package manager, authoring Skill Package Manager, skman, it is meta skill for skill authoring and skill package manager for AI agents.
179 solidjs-1-9-12 solidjs 0.1.0 solidjs, reactivity, signals, jsx, fine-grained >-
180 solid-meta-0-29-4 solid-meta 0.1.0 solidjs, meta-tags, document-head, ssr, seo Manages document head tags in SolidJS applications with @solidjs/meta v0.29.4, providing SSR-ready Document Head ...
181 solid-router-0-16-1 solid-router 0.1.0 solidjs, router, spa, routing, ssg The universal router for SolidJS providing fine-grained reactivity for route navigation with support for ...
182 solid-start-1-3-2 solid-start 0.1.0 solidjs, fullstack, ssr, ssg, csr Fullstack framework for SolidJS providing SSR, SSG, API routes, file-based routing, and server functions. Use when ...
183 spacy-3-8-14 spacy 0.1.0 nlp, natural-language-processing, text-analysis, machine-learning, python Industrial-strength NLP library for Python providing tokenization, named entity recognition, dependency parsing, and ...
184 spec-kit-0-8-3 spec-kit 0.1.0 specification-driven-development, sdd, ai-assisted-development, project-management, workflow-automation Spec-Driven Development toolkit for specification-first workflows with AI agents. Generate executable ...
185 sqlalchemy-2-0-49 sqlalchemy 0.1.0 database, orm, sql, python, postgresql Complete SQLAlchemy 2.0 toolkit for database operations, ORM mapping, and SQL expression construction. Use when ...
186 sqlite-3-53-0 sqlite 0.1.0 sqlite, database, sql, json, fts Embedded SQL database providing ACID transactions, full-text search (FTS5), spatial indexing (R-Tree), JSON ...
187 stanza-1-11-1 stanza 0.1.0 nlp, natural-language-processing, multilingual, tokenization, pos-tagging Stanford NLP Group's Python NLP library for 80+ languages providing tokenization, POS tagging, lemmatization, ...
188 stitch-2026-05-04 stitch 0.1.0 stitch, ui-design, ai-design, mcp, google-labs AI-powered UI design tool generating high-fidelity screens and frontend code from text prompts and images. Provides ...
189 stringzilla-4-6-0 stringzilla 0.1.0 simd, string-processing, search, hashing, sorting High-performance SIMD-accelerated string library for search, hashing, sorting, and fuzzy matching in ...
190 sympy-1-14-0 sympy 0.1.0 sympy, symbolic-math, computer-algebra, python, mathematics Complete toolkit for SymPy 1.14.0 providing symbolic mathematics in Python including algebra, calculus, matrices, ...
191 tailwindcss-4-2-4 tailwindcss 0.1.0 css, tailwind, styling, frontend, utility-first A skill for using Tailwind CSS v4.2, a utility-first CSS framework with CSS-based configuration via @theme, OKLCH ...
192 tailwindcss-browser-4-2-4 tailwindcss-browser 0.1.0 css, tailwind, browser, prototyping, no-build In-browser Tailwind CSS v4.2 build (@tailwindcss/browser) that compiles utility classes at runtime without a build ...
193 tea-0-14-0 tea 0.1.0 gitea, cli, git, devops, ci-cd Official CLI for Gitea servers. Manage repositories, issues, pull requests, releases, and admin operations from the ...
194 temporal-api temporal-api 0.1.0 temporal, date-time, timezone, calendar, javascript ECMAScript Temporal API for date/time management replacing legacy Date. Provides timezone-aware arithmetic, calendar ...
195 textblob-0-20-0 textblob 0.1.0 nlp, text-processing, sentiment-analysis, pos-tagging, tokenization Python library for simplified natural language processing providing POS tagging, noun phrase extraction, sentiment ...
196 textual-8-2-5 textual 0.1.0 tui, terminal-ui, python, framework, reactive Python framework for building terminal and browser UIs. Provides widget-based DOM, CSS styling (.tcss), reactive ...
197 tinycc-0-9-27 tinycc 0.1.0 c-compiler, code-generation, dynamic-compilation, x86, arm Complete toolkit for TinyCC 0.9.27, a small hyper-fast C compiler generating native x86/x86_64/ARM code without an ...
198 tinypy-1-1-0 tinypy 0.1.0 python, vm, embedding, scripting, minimal Minimalist Python implementation in ~64k of code with a bootstrapped parser, bytecode compiler, and VM with ...
199 tinyscheme-1-41 tinyscheme 0.1.0 tinyscheme, scheme, lisp, interpreter, embedded Lightweight Scheme interpreter (R5RS subset) in ~5000 lines of C, designed as an embeddable scripting engine. ...
200 tokenizers-0-23-1 tokenizers 0.1.0 nlp, tokenization, rust, python, transformers Fast state-of-the-art tokenizers library for NLP written in Rust with Python, Node.js, and Ruby bindings. Use when ...
201 transformers-5-7-0 transformers 0.1.0 nlp, machine-learning, deep-learning, pytorch, huggingface Complete toolkit for Hugging Face Transformers 5.7.0 providing pretrained models for NLP, vision, audio, video, and ...
202 ty-0-0-33 ty 0.1.0 python, type-checking, static-analysis, language-server, mypy-alternative Extremely fast Python type checker and language server written in Rust, 10x-100x faster than mypy and Pyright. ...
203 tzip tzip 0.4.0 meta, meta-skill, token-prune, efficiency, guidelines Lightweight token-pruning communication mode that drops filler and hedging while keeping full sentences and ...
204 upx-5-1-1 upx 0.1.0 compression, executable-packer, distribution, size-optimization, cross-platform >-
205 usearch-2-25-1 usearch 0.1.0 vector-search, ann, hnsw, similarity-search, clustering High-performance single-file similarity search engine for vectors using HNSW with user-defined metrics, ...
206 uv-0-11-8 uv 0.1.0 python, package-management, dependency-resolution, virtual-environments, pip-replacement Extremely fast Python package and project manager written in Rust, replacing pip, pip-tools, pipx, poetry, pyenv, ...
207 vega-6-2-0 vega 0.1.0 vega, visualization, charts, grammar-of-graphics, data-viz Vega 6.2.0 — declarative visualization grammar for creating interactive charts in JSON. Define data, scales, marks, ...
208 vega-embed-7-1-0 vega-embed 0.1.0 vega-embed, vega, vega-lite, visualization, charts Embed interactive Vega and Vega-Lite visualizations into web pages. Load specs from URLs or JSON objects, render ...
209 vega-lite-6-4-3 vega-lite 0.1.0 vega-lite, visualization, charts, grammar-of-graphics, data-viz Vega-Lite 6.4.3 — high-level grammar of interactive graphics. Generate, author, and debug Vega-Lite specifications ...
210 vega-lite-validator-0-1-0 vega-lite-validator 0.1.0 vega-lite, validation, json-schema, check-jsonschema, data-viz >-
211 voidauth-1-12-3 voidauth 0.1.0 voidauth, sso, oidc, authentication, selfhosted Open-source SSO authentication and user management provider for self-hosted applications. Provides OIDC Provider, ...
212 webfetch webfetch 0.2.1 webfetch, web-scraping, url-fetch, markdown, scrapling Fetches any URL and converts the full page to clean AI-targeted markdown using scrapling. Use when scraping ...
213 websearch websearch 0.2.1 websearch, web-search, duckduckgo, yaml-output, scrapling Searches DuckDuckGo via its HTML endpoint and outputs results as raw YAML. Uses a deterministic bash script, ...
214 yjs-13-6-30 yjs 0.1.0 yjs, crdt, collaborative-editing, real-time, shared-types CRDT framework for conflict-free collaborative editing with shared types (Y.Map, Y.Array, Y.Text). Provides ...
215 yq-4-53-2 yq 0.1.0 yaml, json, xml, ini, csv >-
216 zeromq-wiki-3-2-0 zeromq-wiki 0.1.0 zeromq, messaging, distributed-systems, networking, sockets A comprehensive toolkit for ZeroMQ (ØMQ) messaging library covering socket patterns, protocols, architecture, and ...
217 zeromq-zguide-3-2-0 zeromq-zguide 0.1.0 zeromq, zmq, messaging, sockets, distributed-systems Complete ZeroMQ ZGuide 3.2 toolkit covering messaging patterns, socket types, reliability mechanisms, and ...

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