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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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 |
| 2 | 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 | 8 days ago |
| 3 | 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 |
| 4 | 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 |
| 5 | 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 |
| 6 | 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 |
| 7 | 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 |
| 8 | Runs lm-evaluation-harness to benchmark language models on academic suites such as MMLU, GSM8K and HumanEval, compare models and track training checkpoints. | Orchestra-Research/ | 13k | 8 repos | ~3k | Automated safety check: Pass | MIT | 3 mo ago |
| 9 | Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with… | ChenLiu-1996/ | 8.2k | — | ~557 | Automated safety check: Pass | Unknown | 2 days ago |
| 10 | Diagnose and fix ModuleNotFoundError in Nuitka standalone binaries caused by missing implicit imports. | Nuitka/ | 15k | — | ~519 | Automated safety check: Pass | AGPL-3.0 | today |
| 11 | Reproduce any academic paper figure from an uploaded image using accumulated style experience. | Trae1ounG/ | 866 | 1 repo | ~868 | Automated safety check: Pass | No licence | 5 mo ago |
| 12 | Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes. | microsoft/ | 3.1k | 6 repos | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 13 | A skill your agent uses when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. | vemetric/ | 394 | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Integrate Polar billing in server-side Python applications using the versioned Polar and PolarAsync clients. | polarsource/ | 10k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | A skill your agent uses when working with Paddle's distributed training system: understanding parallelism strategies (DP, ZeRO, TP, PP, SP), semi-automatic parallel with ProcessMesh + shardtensor… | PaddlePaddle/ | 24k | — | ~660 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 16 | Scrapes sites, handles JavaScript-heavy pages and extracts structured data with Crawl4AI, through its crwl CLI or Python SDK, including schema-based extraction without an LLM. | smallnest/ | 598 | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 6 mo ago |
| 17 | Scrape BOSS直聘 (job listing site) via Chrome CDP. An agent skill from eatmoreduck/boss-zhipin-scraper. | eatmoreduck/ | 1.5k | — | ~2.6k | Automated safety check: Pass | MIT | 9 days ago |
| 18 | 18.Ax Use the ax CLI instead of curl + throwaway parsing scripts whenever you fetch a URL, explore an unknown web page, or extract structured data from HTML. | yusukebe/ | 719 | 1 repo | ~918 | Automated safety check: Pass | MIT | 2 mo ago |
| 19 | Sets up FAISS for fast nearest-neighbor search over large collections of dense vectors, choosing between Flat, IVF, HNSW and product quantization indexes. | Orchestra-Research/ | 13k | 7 repos | ~1.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 20 | Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. | aws-samples/ | 274 | 2 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 21 | Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas. | coffeefuelbump/ | 468 | 2 repos | ~1.4k | Automated safety check: Pass | No licence | 11 mo ago |
| 22 | 22.Onnxtxt Read or write ONNX text format ("onnxtxt"). An agent skill from onnx/onnx. | onnx/ | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | Complete agent-ready workflow for Qwen-family MTP or nextn GGUF conversion and release. | R6410418/ | 1.7k | — | ~1.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 24 | Scrape Google Maps business listings (name, address, phone, website, rating, reviews, lat/lng, hours, emails) via the local gosom google-maps-scraper REST API. | Mahanaicoach/ | 1.3k | — | ~2.8k | Automated safety check: Pass | MIT | 3 days ago |
| 25 | Indexes research papers on the Hugging Face Hub from arXiv, links them to models and datasets, claims authorship and generates markdown research articles from templates. | huggingface/ | 11k | 5 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 26 | Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems. | maslennikov-ig/ | 260 | 4 repos | ~1.4k | Automated safety check: Pass | Unknown | 7 mo ago |
| 27 | Condensed debugging method and tool recipes for Unix, Python and PyTorch programs: crashes, hangs, segfaults, wrong output, CUDA OOM, NaN values and slowness. | stas00/ | 1.7k | — | ~6.1k | Automated safety check: Notes | CC-BY-SA-4.0 | yesterday |
| 28 | Help the user turn their Retentioneering ideas, friction reports, bug findings, or feature needs into high-quality upstream contributions: from capturing and validating the idea, through minimal… | retentioneering/ | 920 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | 一个"制造技能的技能"。这个工具自动化了将任意 GitHub 仓库转换为标准化 Trae 技能的全过程,是扩展 AI Agent 能力的核心工具。 | YuJunZhiXue/ | 787 | — | ~2k | Automated safety check: Notes | No licence | 8 mo ago |
| 30 | Shows how to load, train and use fast Hugging Face tokenizers, with BPE, WordPiece and Unigram models, padding, truncation and alignment tracking. | Orchestra-Research/ | 13k | 7 repos | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 31 | World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. | Raidriar7170/ | 125 | 6 repos | ~1.4k | Automated safety check: Pass | MIT | 12 days ago |
| 32 | Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). | cortega26/ | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | today |
| 33 | Builds reusable command line scripts that fetch, enrich or process data from the Hugging Face API, aimed at chained, repeated or automated tasks. | huggingface/ | 11k | 5 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 34 | 34.Scrapling 使用 scrapling 进行网页抓取和数据提取。根据目标网站特征自动选择最佳 Fetcher, 生成并执行 Python 脚本完成任务。Use when: (1) 抓取/爬取网页内容或数据(scrape, crawl, fetch page, extract data) (2) 需要绕过 Cloudflare/WAF 等反爬保护 (3) 登录后抓取受保护页面 (4) 解析已有 HTML… | Cedriccmh/ | 443 | — | ~1.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 35 | Check if a marimo notebook is compatible with WebAssembly (WASM) and report any issues. | ericmjl/ | 182 | 2 repos | ~1.6k | Automated safety check: Pass | No licence | today |
| 36 | 36.Marimo Pair Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact. | cosanlab/ | 131 | 1 repo | ~3k | Automated safety check: Pass | MIT | 6 days ago |
| 37 | Redraws your data as a matplotlib figure in the visual style of a reference paper figure, using a drawer and reviewer loop. | VILA-Lab/ | 523 | — | ~2.1k | Automated safety check: Pass | No licence | 7 days ago |
| 38 | Analyze event logs, clickstreams, user paths, product funnels, retention, behavioral segments, transition graphs, step matrices, sequence patterns, and customer journeys using Retentioneering. | retentioneering/ | 920 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Fills in a model card for an OpenMed clinical NER or de-identification model from its evaluation reports: intended use, metrics, subgroups and limitations. | maziyarpanahi/ | 5.5k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Reopens a fitted Meridian MMM from a saved file and runs budget allocation scenarios, producing an HTML report and a Python script that repeats the run. | google/ | 1.6k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | Analyze recent GraalPy benchmark regressions on master as part of the weekly rota. | oracle/ | 1.7k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 42 | Query 57 Indonesian government APIs and data sources — BPJPH halal certification, BPOM food safety, OJK financial legality, BPS statistics, BMKG weather/earthquakes, Bank Indonesia exchange rates… | suryast/ | 172 | — | ~997 | Automated safety check: Pass | MIT | yesterday |
| 43 | Reference for designing and tuning production LLM prompts: few-shot examples, chain-of-thought, structured outputs, templates and system prompts. | wshobson/ | 40k | — | ~1.3k | Automated safety check: Pass | MIT | 3 days ago |
| 44 | Scrape video stats from the Douyin creator center (creator.douyin.com) using AppleScript to automate the user's logged-in Chrome. | TradingAi666/ | 406 | — | ~7.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 45 | Write a marimo notebook in a Python file in the right format. | cosanlab/ | 131 | 4 repos | ~2.1k | Automated safety check: Pass | MIT | 6 days ago |
| 46 | Guide to LLaVA for image chat, visual question answering and captioning, with model sizes, CLI and Gradio usage and multi-turn conversation code. | Orchestra-Research/ | 13k | 7 repos | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 47 | A skill your agent uses when Python environment setup is needed for data visualization or conda installation is required | Norman-bury/ | 3.4k | — | ~840 | Automated safety check: Pass | MIT | 4 mo ago |
| 48 | Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/R plus vector-editor workflows… | CloudWave818/ | 355 | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |