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.

live-tutorial

25

leon-ai/leon

Skill Claude CodeCodex

Create an annotated MP4 tutorial from a workflow demonstrated in the owner's actual application. Use when asked for a tutorial video, not merely to watch an action live.

not rated 18k +17 changed 1mo ago A SkillSpector: pass 36 tokens original MIT

memori-mcp-usage

26

MemoriLabs/Memori

Skill Claude CodeCodex

Use when an MCP-connected agent should use Memori tools for targeted recall, summaries, post-compaction briefs, durable memory augmentation, quota checks, signup, feedback, preferences, prior context, or cross-session continuity.

not rated 17k +7 16d ago A SkillSpector: warn 50 tokens

snippet_tests

27

dagster-io/dagster

Cursor rule Cursor

When updating tests in this directory, always run them to validate that they succeed. To do so, run.

not rated 16k +26 yesterday A 0 tokens original Apache-2.0

quantum-qiskit

28

aiming-lab/AutoResearchClaw

Skill Claude CodeCodex

Reference qiskit 2.x patterns for variational quantum machine learning. Covers data-encoding feature maps, variational quantum classifier (VQC) training, variational quantum eigensolver (VQE) for chemistry, matrix-product-state circuits, and noise model integration. Use when writing Python code that imports qiskit…

not rated 15k +67 2mo ago A SkillSpector: pass 102 tokens original MIT

stripe-projects

29

e2b-dev/E2B

Skill Claude CodeCodex

Use after E2B sandbox/API access has been provisioned through Stripe Projects and the user needs to use the resulting E2B API key with the E2B CLI, JavaScript SDK, Python SDK, or Code Interpreter SDK.

not rated 14k +129 changed 5d ago A SkillSpector: warn 51 tokens original Apache-2.0

coleam00/context-engineering-intro

Agent Claude Code

Dependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files.

not rated 14k +6 7mo ago A 54 tokens original MIT

seleniumbase-mcp

32

seleniumbase/SeleniumBase

MCP server Claude CodeCodexCursor +2

MCP server "seleniumbase-mcp" as configured in seleniumbase/SeleniumBase. Launched with seleniumbase-mcp.

not rated 13k +21 2d ago A Socket: warn tokens not measured original MIT

target-connector

33

cocoindex-io/cocoindex

Skill Claude CodeCodex

This skill should be used when creating a new target connector for CocoIndex to integrate with external systems. It provides guidance on implementing TargetHandler, TargetActionSink, and related types for declarative target state synchronization with change detection and automatic cleanup.

not rated 12k +37 changed 14d ago A SkillSpector: pass 52 tokens original Apache-2.0

autoharness

34

tigerless-labs/autoharness

Plugin Claude Code

Bundles 1 skill, 2 agents, 4 hooks · 78 tokens together

Per-symbol maintenance optimizer for an agent's skill layer — learns skills from real runs and keeps them by adherence in use, not by an offline eval score.

not rated 11k +103 changed 5d ago A tokens not measured original MIT

musicbox

35

darknessomi/musicbox

Skill Claude CodeCodex

Use when the user wants to play/pause/skip music, control volume, seek, search songs/playlists, query NetEase Music data, or operate NetEase MusicBox. Drives MusicBox through the musicbox CLI + daemon; never simulates terminal keypresses to the curses TUI.

not rated 9.9k +6 9d ago A SkillSpector: warn 65 tokens original MIT

xberg-io/xberg

Skill Claude CodeCodex

Design, implement, or diagnose Xberg plugin traits, typed registries, priority collisions, lifecycle, native extractors, and Alef-generated Python plugin bridges. Load for plugin-system work, not ordinary extractor parsing.

not rated 9.4k +21 changed 7d ago A SkillSpector: pass 43 tokens original MIT

ChenLiu-1996/figures4papers

Skill Claude CodeCodex

Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with this repository’s house style, print/vector export conventions, and parity with figures4papers demos. Use when the user is finalizing or creating such figures in…

not rated 8.7k +274 6d ago A SkillSpector: pass 111 tokens

python

38

GetStream/Vision-Agents

Cursor rule Cursor

when writing python.

not rated 8.2k +13 yesterday B 152 tokens original Apache-2.0

agent-squad-python

40

2FastLabs/agent-squad

Skill Claude CodeCodex

Use when building or modifying a Python app that uses the agent-squad Python package — async multi-agent orchestration for Python 3.11+: orchestrator, agents (BedrockLLMAgent, AnthropicAgent, OpenAIAgent, SupervisorAgent, GroundedAgent, ChainAgent, and more), classifier routing (Bedrock, Anthropic, OpenAI), storage…

not rated 7.8k +4 11d ago A SkillSpector: pass 113 tokens original Apache-2.0

NVIDIA-NeMo/Guardrails

Skill Claude CodeCodex

Helps developers create a NeMo Guardrails configuration for an LLM application. Use when users want to build, scaffold, configure, test, or iterate on input, output, retrieval, dialog, execution, Colang, or catalog-based guardrails. Trigger keywords - create guardrails, build guardrails, scaffold config, write rails…

not rated 7.3k +41 3d ago A SkillSpector: warn 101 tokens

shinnytech/tqsdk-python

Skill Codex

Explain, implement, or debug TqSdk Python workflows for waitupdate or ischanging update loops, market data retrieval, historical download, account type selection, funds or positions or orders or trades, field meanings, order placement or cancellation, target-position tools, TqScenario margin trials, real-account…

not rated 5.1k +8 3d ago A SkillSpector: pass 286 tokens original Apache-2.0

basicmachines-co/basic-memory

Skill Claude CodeCodex

Analyze a complete literary work into a structured Basic Memory knowledge graph: schema design, entity seeding, chapter-by-chapter processing, cross-referencing, and validation.

not rated 4.3k +115 changed 4d ago A Socket: passSnyk: passSkillSpector: warn 38 tokens AGPL-3.0

docetl

44

ucbepic/docetl

Skill Claude CodeCodex

Build and run LLM-powered data processing pipelines with DocETL. Use when users say "docetl", want to analyze unstructured data, process documents, extract information, or run ETL tasks on text. Helps with data collection, pipeline creation, execution, and optimization.

not rated 4.1k +2 9d ago A SkillSpector: warn 59 tokens original MIT

koxudaxi/datamodel-code-generator

Skill Claude CodeCodex

Use this skill when the user wants Python data models, Pydantic models, dataclasses, TypedDicts, msgspec structs, or type-safe Python classes generated from OpenAPI, AsyncAPI, JSON Schema, GraphQL, JSON/YAML/CSV sample data, MCP tool schemas, Protocol Buffers, XML Schema, Apache Avro, or existing Python model objects.…

not rated 4.0k yesterday A SkillSpector: warn 147 tokens original MIT

Sumanth077/Hands-On-AI-Engineering

Skill Claude CodeCodex

Fetches articles from 92 Karpathy-curated RSS feeds, scores them with an LLM, selects the top 3, and delivers a formatted digest to Telegram every morning.

not rated 4.0k +34 4d ago A SkillSpector: pass 42 tokens

pysr

47

astroautomata/PySR

Skill Claude CodeCodex

Use when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations.

not rated 3.9k +114 changed 18d ago A SkillSpector: pass 61 tokens original Apache-2.0

vizro-e2e-flow

48

mckinsey/vizro

Plugin Claude Code

Bundles 6 skills · 424 tokens together

Build Vizro dashboards from concept to deployment. Enforces a 2-phase workflow covering requirements, layout design, visualization selection, implementation with Python, and testing.

not rated 3.8k +8 changed 9d ago A tokens not measured original Apache-2.0

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: