Python

6,192 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

audit-the-list

01

vinta/awesome-python

Skill Claude Code

Audit README.md sections against the shortlist rules — re-verify every entry's verdict with live data, promote or demote challengers, restructure oversized use cases, prune, and evaluate proposed additions. Fire when the maintainer asks to audit, sweep, prune, re-check, or maintain sections, or asks whether an entry…

not rated 328k +1.6k changed 2d ago A SkillSpector: pass 78 tokens

difyctl

02

langgenius/dify

Skill Claude CodeCodex

Base skill for the difyctl CLI: find any command or Dify operation through help and run it as a command. Use when the task involves difyctl or a Dify server from the command line.

not rated 159k +535 today A 47 tokens

first-reader

03

Shubhamsaboo/awesome-llm-apps

Skill Claude CodeCodex

Beta readers for any draft, run by simulating how a real reader experiences it, moment by moment. A skim gate, a no-lookahead timed read producing an attention transcript with quit points, a recall test of what a reader remembers the next day, and a trust ledger of the implied author. Use when the user asks for a beta…

not rated 142k +797 today A 174 tokens original Apache-2.0

harry0703/MoneyPrinterTurbo

Skill Claude CodeCodex

Use this skill whenever the user wants to create a finished video from a topic, title, idea, prompt, or script with MoneyPrinterTurbo. This includes short-form, voice-over, educational, marketing, social-media, and stock-footage videos. Also use it when the user mentions MoneyPrinterTurbo, provides this Skill URL…

not rated 133k +2.5k changed 1mo ago C ✓ AI review SkillSpector: warn 123 tokens original MIT

browser-use

05

browser-use/browser-use

Skill Claude CodeCodex

Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers hosted cloud browsers for AI agents: the browser-use Python library (Browser(usecloud=True)), Playwright, Puppeteer or any CDP client.

not rated 118k +658 changed yesterday A Socket: passSnyk: warnSkillSpector: pass 57 tokens original MIT

fastapi

06

fastapi/fastapi

Skill Claude CodeCodex

FastAPI best practices and conventions. Use when working with FastAPI APIs, Pydantic models, dependencies, streaming responses including Server-Sent Events (SSE), and serving frontend apps. Keeps FastAPI code clean and up to date with the latest features and patterns.

not rated 103k +162 changed 10d ago A ✓ AI review Socket: passSnyk: passSkillSpector: pass 57 tokens original MIT

scrapling-official

07

D4Vinci/Scrapling

Skill Claude CodeCodex

Scrape web pages using Scrapling with HTTP requests, stealth browsers, JavaScript rendering, browser actions, API response capture, concurrent spiders, and adaptive parsing. Use when asked to scrape, crawl, or extract data from websites; webfetch fails; the site has anti-bot protections; write Python code to…

not rated 88k +1.5k changed yesterday A ✓ AI review SkillSpector: warn 76 tokens original BSD-3-Clause

OpenBB-finance/OpenBB

Skill Claude CodeCodex

This guide covers installation, configuration, authentication, tool discovery, prompt management, and client integration for openbb-mcp-server.

not rated 74k changed 19d ago A ✓ AI review SkillSpector: warn 31 tokens

memory-triage

09

mem0ai/mem0

Skill Claude Code

Persistent long-term memory protocol powered by mem0. Evaluate conversations for durable facts worth storing via memoryadd. Handles identity, preferences, decisions, configurations, rules, projects, and relationships. Loaded by the openclaw-mem0 plugin when skills mode is active.

not rated 67k +344 yesterday A Snyk: passSkillSpector: pass 58 tokens original Apache-2.0

MemPalace/mempalace

Cursor rule Cursor

Always-on MemPalace recall — search the palace before answering about past work, people, projects, or prior decisions.

not rated 60k +90 yesterday A 260 tokens original MIT

aip-tracker

11

apache/airflow

Skill Claude CodeCodex ✓ vendor

Track Airflow Improvement Proposal (AIP) implementation progress by comparing Confluence specs against codebase evidence. Use when asked to assess, report on, or compare AIP status.

not rated 47k +58 today A Snyk: warnSkillSpector: pass 41 tokens original Apache-2.0

typescript

12

streamlit/streamlit

Cursor rule Cursor

Changes to these high-fan-out internals can affect every message, delta, element, or rerun. Keep work in them minimal, and benchmark changes with representative stress-test apps.

not rated 46k +73 changed 19d ago A 4,681 tokens original Apache-2.0

git-workflow

13

agno-agi/agno

Skill Claude CodeCodex

Git workflow guidance for commits, branches, and pull requests.

not rated 43k +112 yesterday A Socket: passSnyk: passSkillSpector: pass 15 tokens original Apache-2.0

PostHog/posthog

Skill Claude CodeCodex

Implement and extend PostHog Data warehouse import sources. Use when adding a new source under products/warehousesources/backend/temporal/dataimports/sources, adding datasets/endpoints to an existing source, or adding incremental sync, resumable imports, webhook ingestion, pagination, credentials validation, and…

not rated 40k +92 changed 4d ago A SkillSpector: warn 69 tokens

composio

15

ComposioHQ/composio

Skill Claude CodeCodex

Route and complete Composio work across Composio For You and Composio Platform. Use when the user mentions Composio; wants an agent to use apps such as Gmail, Slack, GitHub, Notion, Calendar, or Linear; needs first-time setup, an SDK or MCP integration, CLI operation, migration guidance, current documentation, or help…

not rated 31k +124 today A Socket: passSnyk: warnSkillSpector: pass 84 tokens original MIT

data-visualization

16

langchain-ai/deepagents

Skill Claude CodeCodex ✓ vendor

Use for creating publication-quality charts and multi-panel analysis summaries. Triggers when tasks involve visualizing data, plotting results, creating charts, or producing visual reports from analysis output.

not rated 30k +218 today A Snyk: passSkillSpector: warn 40 tokens original MIT

gpt-researcher

17

assafelovic/gpt-researcher

Skill Claude CodeCodex

Autonomous deep research from Codex via MCP.

not rated 30k +112 8d ago A Socket: warnSnyk: warnSkillSpector: pass 15 tokens original Apache-2.0

playwright

18

openai/openai-agents-python

Skill Claude CodeCodex ✓ vendor

Use when the task requires capturing or automating a real browser from the terminal.

not rated 30k +127 yesterday A Snyk: passSkillSpector: pass 19 tokens original MIT

NirDiamant/RAG_Techniques

Skill Claude CodeCodex

Checks a RAGTechniques pull request against the repository's contribution guidelines (CONTRIBUTING.md): where new technique notebooks go, the README list entry and table row every new technique needs, the required notebook structure, and notebook hygiene. Use on any PR that adds or changes a notebook under…

not rated 30k +78 yesterday A 111 tokens

marimo-pair

20

marimo-team/marimo

Skill Claude CodeCodex

Work inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes through code mode. Use whenever you create, analyze, or improve the user's marimo notebook.

not rated 23k +102 changed 1mo ago A Snyk: passSkillSpector: pass 57 tokens original Apache-2.0

pydantic/pydantic-ai

Skill Claude CodeCodex

Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydanticai, or asks to build an AI agent, add tools/capabilities, attach a workspace, defer capability…

not rated 21k +133 changed 2d ago A Snyk: passSkillSpector: pass 92 tokens original MIT

notebooklm

22

teng-lin/notebooklm-py

Skill Claude CodeCodex

Install, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API.…

not rated 20k +84 changed 17d ago A 79 tokens original MIT

deepeval

23

confident-ai/deepeval

Plugin Claude Code

Bundles 3 skills · 663 tokens together

Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

not rated 19k +167 2d ago A tokens not measured original Apache-2.0

cli-commands

24

windmill-labs/windmill

Skill Claude CodeCodex

MUST use when using the CLI, including debugging job failures and inspecting run history via wmill job.

not rated 18k +52 changed 3d ago A SkillSpector: warn 26 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: