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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code. | shareAI-lab/ | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 9 days ago |
| 2 | Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. | spacering-net/ | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 3 | Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 4 | 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 |
| 5 | Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script. | bytedance/ | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | yesterday |
| 6 | Add unsigned integer (uint) type support to PyTorch operators by updating ATDISPATCH macros. | pytorch/ | 104k | 2 repos | ~2.3k | Automated safety check: Pass | Unknown | today |
| 7 | Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. | Orchestra-Research/ | 13k | 9 repos | ~3.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | 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 |
| 9 | 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 |
| 10 | A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script… | microsoft/ | 77k | 8 repos | ~1k | Automated safety check: Pass | Apache-2.0 | 18 days ago |
| 11 | 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 | yesterday |
| 12 | 12.1password Set up and use 1Password CLI (op). An agent skill from trpc-group/trpc-agent-go. | trpc-group/ | 1.8k | 13 repos | ~656 | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG. | mims-harvard/ | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | 16 days ago |
| 14 | 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 |
| 15 | 15.Seaborn Statistical visualization with pandas integration. 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 |
| 16 | This skill enriches vague prompts with targeted research and clarification before execution. | severity1/ | 1.9k | 2 repos | ~1.7k | Automated safety check: Pass | MIT | 6 days ago |
| 17 | Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. | jarrodwatts/ | 1.1k | 5 repos | ~967 | Automated safety check: Pass | No licence | 8 mo ago |
| 18 | 18.Tmux Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output. | trpc-group/ | 1.8k | 23 repos | ~868 | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. | spacering-net/ | 3.8k | 3 repos | ~5k | Automated safety check: Pass | MIT | today |
| 20 | Use Linear as the org's memory: reconstruct a feature's history before touching it, and leave the reasoning behind finished work in the ticket description so the next agent inherits it. | langfuse/ | 35k | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 21 | Zero-shot time series forecasting with Google's TimesFM foundation model. | zLanqing/ | 4.6k | 6 repos | ~7.5k | Automated safety check: Notes | Apache-2.0 | 4 mo ago |
| 22 | 22.Add Op Add a new ONNX operator or update an existing operator to a new opset version. | onnx/ | 22k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | 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 |
| 24 | Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones. | huggingface/ | 11k | 1 repo | ~4.6k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 25 | 25.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 |
| 26 | Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode. | giancarloerra/ | 3.3k | 1 repo | ~1.8k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 27 | Trains or fine-tunes language and vision models with TRL or Unsloth on Hugging Face Jobs cloud GPUs, then converts the results to GGUF. | huggingface/ | 11k | 3 repos | ~7.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 28 | 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 |
| 29 | Routes a sentence-transformers training task to the right model type and required reference docs and example scripts, covering bi-encoders, rerankers, sparse and multi-vector models. | huggingface/ | 11k | 1 repo | ~2.6k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 30 | Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. | Trae1ounG/ | 861 | 1 repo | ~583 | Automated safety check: Pass | No licence | 5 mo ago |
| 31 | 31.Add Dataset Guide for adding a new dataset loader to AReaL. An agent skill from areal-project/AReaL. | areal-project/ | 5.8k | 1 repo | ~1.4k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 32 | Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with… | ChenLiu-1996/ | 8.1k | — | ~557 | Automated safety check: Pass | Unknown | 2 days ago |
| 33 | 33.D3 Viz Creating interactive data visualisations using d3.js. An agent skill from calesthio/OpenMontage. | calesthio/ | 65k | 3 repos | ~5.4k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 34 | Diagnose and fix ModuleNotFoundError in Nuitka standalone binaries caused by missing implicit imports. | Nuitka/ | 15k | — | ~519 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 35 | Add a function body definition to an ONNX operator, defining how it decomposes into simpler ops. | onnx/ | 22k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve… | guanyang/ | 973 | 2 repos | ~4.6k | Automated safety check: Pass | MIT | today |
| 37 | A skill your agent uses when adding a DB migration or a new column/field to a Becca entity in Trilium ("add a migration", "new column on notes/attributes", "ALTER TABLE", "add a field to… | TriliumNext/ | 38k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | today |
| 38 | Academic-grade scientific figure creation for Nature/Cell/Science journals. | TingxiYu/ | 474 | 1 repo | ~7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 39 | 39.Doc Author Write, edit, and maintain documentation. An agent skill from InsForge/InsForge. | InsForge/ | 13k | — | ~3.7k | Automated safety check: Pass | MIT | yesterday |
| 40 | 40.Antv L7 Comprehensive guide for AntV L7 geospatial visualization library. | antvis/ | 4.1k | — | ~1.4k | Automated safety check: Pass | MIT | 29 days ago |
| 41 | Validates dataset formatting and quality for SageMaker model fine-tuning (SFT, DPO, or RLVR). | awslabs/ | 912 | 2 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 42 | 42.Ketch Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but… | 1broseidon/ | 696 | 1 repo | ~3.9k | Automated safety check: Pass | MIT | today |
| 43 | Reproduce any academic paper figure from an uploaded image using accumulated style experience. | Trae1ounG/ | 861 | 1 repo | ~868 | Automated safety check: Pass | No licence | 5 mo ago |
| 44 | 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 | today |
| 45 | 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 |
| 46 | Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts. | giancarloerra/ | 3.3k | 1 repo | ~1.5k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 47 | Guide for creating and maintaining outbox-based eventually consistent operations in Sentry. | getsentry/ | 45k | — | ~4.8k | Automated safety check: Pass | Unknown | today |
| 48 | Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category… | vigorX777/ | 1.6k | — | ~1.3k | Automated safety check: Pass | No licence | 7 mo ago |