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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation. | anthropics/ | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2 | Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR. | anthropics/ | 180k | 48 repos | ~2k | Automated safety check: Pass | Proprietary | 2 days ago |
| 3 | Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources. | PleasePrompto/ | 7.8k | 13 repos | ~2.4k | Automated safety check: Notes | MIT | 27 days ago |
| 4 | Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories. | browser-use/ | 28k | 6 repos | ~3k | Automated safety check: Pass | MIT | 5 days ago |
| 5 | Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format. | shareAI-lab/ | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | 9 days ago |
| 6 | Generates editable PowerPoint decks, rebuilds slides from images, fills .pptx templates and polishes existing presentations through routed workflows. | hugohe3/ | 58k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 2 days ago |
| 7 | Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 8 | Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams. | bytedance/ | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 9 | Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing. | shareAI-lab/ | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | 9 days ago |
| 10 | Tests local web applications with Python Playwright scripts, checking frontend behavior, capturing screenshots and reading browser console logs. | anthropics/ | 180k | 51 repos | ~966 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 11 | Process the local ignored ai-tdesktop inbox into durable, independently testable Telegram Desktop task records while task execution worktrees remain active. | telegramdesktop/ | 33k | 2 repos | ~4.5k | Automated safety check: Pass | GPL-3.0 | today |
| 12 | Gives the agent command-line and Python recipes for reading, creating, merging and splitting PDF files, plus tips for large and scanned documents. | shareAI-lab/ | 78k | 5 repos | ~646 | Automated safety check: Pass | MIT | 9 days ago |
| 13 | Provides Slack size and frame limits, Python animation helpers and validators for building animated GIFs sized for emoji and messages. | anthropics/ | 180k | 28 repos | ~2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 14 | Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content. | allenpeng0705/ | 3.1k | 4 repos | ~2.5k | Automated safety check: Notes | No licence | 6 days ago |
| 15 | 15.Simpy Process-based discrete-event simulation framework in Python. | zLanqing/ | 4.6k | 11 repos | ~3k | Automated safety check: Pass | MIT | 4 mo ago |
| 16 | Turns an image request into a structured JSON prompt and runs a bundled Python script to generate the picture, optionally guided by reference images. | bytedance/ | 83k | 5 repos | ~2.9k | Automated safety check: Pass | MIT | today |
| 17 | Creates, edits and analyzes spreadsheets (.xlsx, .xlsm, .csv, .tsv) with openpyxl and pandas, writing live formulas and recalculating to confirm zero formula errors. | anthropics/ | 180k | 4 repos | ~2.1k | Automated safety check: Pass | Proprietary | 2 days ago |
| 18 | Rebuilds the object in a reference image as a procedural, animation-ready Three.js model written entirely in code, using staged sculpting with quality checks. | img2threejs/ | 18k | 1 repo | ~8.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 19 | Forecasts any univariate time series zero-shot with Google's TimesFM model, returning point forecasts and calibrated prediction intervals without training. | google-research/ | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 20 | Bumps the pinned v8 and rusty_v8 versions in Codex, validates the release-candidate path with the v8-canary check, and traces failures to upstream build changes. | openinterpreter/ | 69k | 2 repos | ~845 | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Adds Firecrawl's /scrape endpoint to application code to pull markdown, HTML, links, screenshots or structured data from a single known URL. | firecrawl/ | 189k | 1 repo | ~944 | Automated safety check: Pass | ISC | today |
| 22 | Validates OpenHarness features by running real multi-turn agent loops with live LLM calls against an unfamiliar codebase, checking actual tool execution. | HKUDS/ | 16k | 1 repo | ~2.1k | Automated safety check: Notes | MIT | 4 mo ago |
| 23 | Guide to using Meta's Segment Anything Model for zero-shot image segmentation with point, box or mask prompts, or automatic mask generation. | Orchestra-Research/ | 13k | 9 repos | ~3.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 24 | Patterns and tested examples for building agents with Pydantic AI: tools, capabilities, structured output, dependency injection, hooks, YAML specs, streaming and testing. | docling-project/ | 68k | — | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 25 | Reference of Claude API examples and guides covering tool use, vision, RAG, classification, summarization, text-to-SQL, prompt caching and agent patterns. | 2025Emma/ | 23k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 9 mo ago |
| 26 | 26.Networkx Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. | zLanqing/ | 4.6k | 16 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 27 | Audits source code, dependencies and config files for vulnerabilities and hardcoded secrets, using two bundled Python scanners and an OWASP Top 10 checklist. | eigent-ai/ | 15k | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | today |
| 28 | Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown. | bytedance/ | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | today |
| 29 | Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow. | Yuan1z0825/ | 46k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Installs, authenticates and operates Gemini Notebook (NotebookLM) through the notebooklm-py CLI or its typed async Python API, for notebooks, sources, grounded chat and generated artifacts. | teng-lin/ | 20k | — | ~4.1k | Automated safety check: Pass | MIT | today |
| 31 | Scans a Mac or Windows PC read-only to find what fills the disk, grades each item by how safe it is to clean and builds an interactive HTML report. | KKKKhazix/ | 21k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 6 days ago |
| 32 | 32.XLSX Use this skill any time a spreadsheet file is the primary input or output. | rvdbreemen/ | 207 | 35 repos | ~2.9k | Automated safety check: Pass | Proprietary | today |
| 33 | Converts PDFs, Office files, HTML, images and other documents into a unified DoclingDocument with Markdown or JSON output, through the docling CLI, Python SDK or a remote service. | docling-project/ | 68k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 34 | Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects. | Orchestra-Research/ | 13k | 8 repos | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 35 | Guides adding Firecrawl's /interact endpoint to product code for pages that need clicks, forms, pagination or logged-in flows beyond plain scraping. | firecrawl/ | 189k | 1 repo | ~731 | Automated safety check: Pass | ISC | today |
| 36 | Finds or validates a usable SageMaker execution role before deploying or training, so scripts do not try to create IAM roles they lack permission to create. | huggingface/ | 11k | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 37 | Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads. | LigphiDonk/ | 738 | 13 repos | ~3.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 38 | Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation. | davila7/ | 32k | 10 repos | ~2.8k | Automated safety check: Pass | MIT | today |
| 39 | Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app. | HKUDS/ | 41k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 40 | Query and invoke tools on MCP servers using fastmcp list and fastmcp call. | PrefectHQ/ | 28k | 1 repo | ~823 | Automated safety check: Pass | Apache-2.0 | today |
| 41 | Installs and runs MoneyPrinterTurbo to turn a topic or script into a finished short video with voice-over, subtitles, stock footage and music. | harry0703/ | 129k | — | ~2.1k | Automated safety check: Warn | MIT | today |
| 42 | Triages and lands a batch of open Dependabot PRs in the Onyx repo, where main is gated exclusively by GitHub's merge queue: approves and enqueues green PRs, closes superseded duplicates, fixes… | onyx-dot-app/ | 32k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | today |
| 43 | Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis. | K-Dense-AI/ | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT | 7 days ago |
| 44 | Lets the agent answer questions about a video from a URL or local file by downloading it, extracting frames and a transcript, or by sending it to Gemini's video model. | bradautomates/ | 18k | — | ~4.3k | Automated safety check: Notes | MIT | 12 days ago |
| 45 | Generates short videos from a structured JSON prompt, optionally guided by a reference image used as the first or last frame. | bytedance/ | 83k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 46 | Explains OpenAI's CLIP model for zero-shot image classification, image-text similarity, semantic image search and content moderation, with install steps and code patterns. | Orchestra-Research/ | 13k | 8 repos | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 47 | 47.Statsmodels Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 48 | Publish Markdown articles to X (Twitter) Articles editor with proper formatting. | wshuyi/ | 868 | 2 repos | ~3.6k | Automated safety check: Pass | MIT | 8 mo ago |