Language

Python agent skills for Claude Code, Codex and other agents.

General-purpose programming language used for scripting, automation, data science, machine learning and backend services.
skills
4,382
official
378
Type
Language
Website
python.org
Official GitHub
python

Python skills, ranked

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Python skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

anthropics/skills180k62 repos~2.3kAutomated safety check: PassApache-2.02 days ago
2
2.PDF ProcessingOfficial

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/skills180k48 repos~2kAutomated safety check: PassProprietary2 days ago
3

Tests local web applications with Python Playwright scripts, checking frontend behavior, capturing screenshots and reading browser console logs.

anthropics/skills180k51 repos~966Automated safety check: PassApache-2.02 days ago
4

Provides Slack size and frame limits, Python animation helpers and validators for building animated GIFs sized for emoji and messages.

anthropics/skills180k28 repos~2kAutomated safety check: PassApache-2.02 days ago
5

Creates, edits and analyzes spreadsheets (.xlsx, .xlsm, .csv, .tsv) with openpyxl and pandas, writing live formulas and recalculating to confirm zero formula errors.

anthropics/skills180k4 repos~2.1kAutomated safety check: PassProprietary2 days ago
6

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/skills11k1 repo~1.8kAutomated safety check: PassApache-2.06 days ago
7

Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass/fail…

google/adk-python22k—~1.4kAutomated safety check: PassApache-2.0today
8

Audit or fix sensitive-data exposure in Python SDK diagnostics, exceptions, logging, and telemetry.

openai/openai-agents-python30k—~1kAutomated safety check: PassMITtoday
9

Adds optional capabilities to Pydantic AI agents from pydantic-ai-harness, led by Code Mode, which runs many tool calls as one sandboxed Python script.

pydantic/pydantic-ai20k—~4.9kAutomated safety check: PassMITtoday
10

Creates a new sample agent in the ADK Python repository — the sample directory, its agent.py, and its README.md — following the conventions the existing samples already use.

google/adk-python22k—~1.3kAutomated safety check: PassApache-2.0today
11

Refreshes stored golden values from a GitHub Actions run, reports signed percentage changes per model, and writes a summary ready for a pull request description.

NVIDIA/Megatron-LM18k—~2.8kAutomated safety check: PassUnknowntoday
12

Runs a nightly or on-demand sleep cycle for a local Codex agent: review past sessions, replay recurring tasks and stage validated skill and memory edits for adoption.

microsoft/SkillOpt18k—~2.3kAutomated safety check: PassMITtoday
13

Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.

microsoft/skills3.1k6 repos~2.8kAutomated safety check: PassMITtoday
14

Sets up an isolated Python environment with a supported interpreter and current boto3 before any SageMaker deployment, training or AWS automation code runs.

huggingface/skills11k2 repos~1.7kAutomated safety check: PassApache-2.06 days ago
15
15.Gemini API DevOfficial

A skill your agent uses when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, speech generation (TTS), voice…

google-gemini/gemini-skills4.3k—~5.1kAutomated safety check: PassApache-2.0today
16

Create a CUDA Python pull request from an approved personal or organization-owned fork, including the GitHub CLI GraphQL fallback for renamed organization-owned forks.

NVIDIA/cuda-python3.4k—~1.1kAutomated safety check: PassApache-2.0today
17

Scans a codebase for vulnerabilities with CodeQL's data flow and taint tracking in run-all or important-only modes, including data extensions for project-specific sources and sinks.

trailofbits/skills7.4k—~4.6kAutomated safety check: NotesCC-BY-SA-4.05 days ago
18

Assess a Python SDK release candidate or release plan against the previous release and recommend ship or block.

openai/openai-agents-python30k—~5.4kAutomated safety check: PassMITtoday
19

Python guidance for the Azure AI Search SDK covering vector, hybrid and semantic search, index management and indexers, with Entra ID authentication preferred over keys.

microsoft/skills3.1k6 repos~4.4kAutomated safety check: PassMITtoday
20

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV.

aws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.05 days ago
21

A skill your agent uses when building real-time, bidirectional streaming applications with the Gemini Live API, or migrating legacy Live models (2.0/2.5/3.1) to Gemini 3.8 Live.

google-gemini/gemini-skills4.3k—~4.6kAutomated safety check: PassApache-2.0today
22

LLM Agent 多语言注入规范。在修改 Agent 提示词、添加新的 Agent 端点、处理用户可见的后端消息(messagecode)时使用。

microsoft/data-formulator18k—~1.2kAutomated safety check: PassMITyesterday
23

Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps and attack surface data flows.

trailofbits/skills7.4k—~1.7kAutomated safety check: PassCC-BY-SA-4.05 days ago
24
24.UvOfficial

Guide for using uv, the Python package and project manager. An agent skill from astral-sh/claude-code-plugins.

astral-sh/claude-code-plugins3142 repos~980Automated safety check: PassApache-2.07 mo ago
25

Run Pyrefly benchmarks locally via Buck or Cargo, including PyTorch real-world LSP benchmarks.

facebook/pyrefly7.1k—~1.8kAutomated safety check: PassMITtoday
26

Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.

github/awesome-copilot40k1 repo~2.3kAutomated safety check: PassMITtoday
27

Statically pairs source files with test files to list code that no test references, using Roslyn for C# or tree-sitter for many languages, with no build.

dotnet/skills5.6k1 repo~3.3kAutomated safety check: PassMITtoday
28

Prepare a local Python SDK release candidate in a dedicated worktree.

openai/openai-agents-python30k—~4.9kAutomated safety check: PassMITtoday
29

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/skills11k5 repos~4.2kAutomated safety check: PassApache-2.06 days ago
30
30.Adk GitOfficial

Writes commit messages and pull request descriptions for the adk-python repository: Conventional Commits types and scopes, subject lines that say why a change was made, and the linked-issue and…

google/adk-python22k—~1.3kAutomated safety check: PassApache-2.0today
31

Run and test Python code in a dedicated playground directory.

pydantic/monty8.6k—~424Automated safety check: PassMITyesterday
32

A skill your agent uses when Pyrefly computes a wrong tensor shape (or is missing one that can't be expressed in a stub signature) and you need to add or fix a shape-DSL rule.

facebook/pyrefly7.1k—~1.2kAutomated safety check: PassMITtoday
33

Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.

github/awesome-copilot40k1 repo~1.9kAutomated safety check: PassMITtoday
34

Guides feature work in the Mistral Vibe Python CLI so each change lands in the right module and matches the project's architecture decision records.

mistralai/mistral-vibe5.1k—~1.2kAutomated safety check: PassApache-2.0yesterday
35

Builds reusable command line scripts that fetch, enrich or process data from the Hugging Face API, aimed at chained, repeated or automated tasks.

huggingface/skills11k5 repos~1.5kAutomated safety check: PassApache-2.06 days ago
36
36.Adk SetupOfficial

Sets up a local ADK Python development environment in a git clone of the open-source adk-python repository: a uv virtual environment, all dependency extras, pre-commit hooks, and a first unit-test…

google/adk-python22k—~993Automated safety check: NotesApache-2.0today
37
37.Review GeneralOfficial

Review the current branch against its merge base for bugs, CPython divergence, sandbox escapes, resource-limit escapes, performance regressions, verbose comments and missing ./limitations/ or docs/…

pydantic/monty8.6k—~501Automated safety check: PassMITyesterday
38

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/meridian1.6k—~1.1kAutomated safety check: PassApache-2.0today
39

Analyze recent GraalPy benchmark regressions on master as part of the weekly rota.

oracle/graalpython1.7k—~1.6kAutomated safety check: PassUnknowntoday
40

Generates, edits and validates draw.io files with correct mxGraph XML, covering flowcharts, architecture, sequence, ER and UML class diagrams.

github/awesome-copilot40k1 repo~4.9kAutomated safety check: PassMITtoday
41

Builds a retail product search agent on Google Cloud, from catalog ingestion into BigQuery and Vector Search to ADK scaffolding, evaluation and Cloud Run deployment.

google/adk-recipes10k—~3kAutomated safety check: PassApache-2.0yesterday
42

Generates a Datadog Terraform provider data source from an OpenAPI operation with tfgen and opens a review-ready GitHub PR with a risk scan and testing guide.

DataDog/terraform-provider-datadog468—~2.7kAutomated safety check: PassMPL-2.0today
43
43.Gds DiagOfficial

A skill your agent uses when diagnosing NVIDIA GPUDirect Storage with this repository: choose and run the right gds-diag.py subcommand, interpret its output, and explain operator next steps without…

NVIDIA/MagnumIO125—~1.6kAutomated safety check: PassApache-2.08 days ago
44
44.Code MigrationOfficial

Run a large-scale language migration with the six-step process: create the map and the rules, stress-test the rules, translate everything, compile, run it, match behavior.

anthropics/code-migration-kit-with-claude-code742—~983Automated safety check: PassUnknown3 mo ago
45

Migrate Python Agno applications to Pydantic AI and, only when needed, Pydantic AI Harness.

pydantic/pydantic-ai20k—~1.8kAutomated safety check: PassMITtoday
46

Runs and debugs ONNX Runtime tests: Google Test executables for C++ and unittest or pytest for Python, with filters and build-directory guidance.

microsoft/onnxruntime22k—~1.8kAutomated safety check: PassMITtoday
47
47.Review SecurityOfficial

Security review of the current branch against its merge base — sandbox escapes, memory errors, panics and resource-limit bypasses.

pydantic/monty8.6k—~852Automated safety check: PassMITyesterday
48

Trains and fine-tunes object detection, image classification and SAM or SAM2 segmentation models on Hugging Face Jobs cloud GPUs and saves the results to the Hub.

huggingface/skills11k1 repo~7.5kAutomated safety check: PassApache-2.06 days ago

Questions, answered from the data.

What is the best Python skill?

MCP Server Builder (official) from anthropics/skills ranks first of the 4,382 Python skills listed here, with the highest score: its repository has 180k GitHub stars, 62 other GitHub owners carry a copy, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come PDF Processing and Web Application Testing.

Is there an official Python skill?

378 of the 4,382 Python skills are official, published by the vendor's own GitHub organization: MCP Server Builder, PDF Processing, Web Application Testing, Slack GIF Creator, Excel Spreadsheet Creation and Editing and 373 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.