Agent skills that run python
A skill is a Markdown file that tells a coding agent how to do one job. We parse every one we can find — the frontmatter, the outline, the languages in its code blocks — so you can look for the one that fits instead of reading through a repository to find out.
69,865 skills from 9,574 repositories, last read 11 September 2026.
Skills declare what they need inconsistently: 58.8% name the languages they run, 11.2% list the tools they ask for, and 4.6% give themselves a category. Filtering narrows to the ones that said so, never to the ones that are.
- pytorch-patternsaffaan-m/ECC
PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading. Use when writing or re
pluginpython - x-apiaffaan-m/ECC
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use w
pluginbashpython - santa-methodaffaan-m/ECC
Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships. Use when output must clear two independent adversarial
pluginbashpython - content-hash-cache-patternaffaan-m/ECC
Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation. Use when repeated file processing is slow
pluginpython - fal-ai-mediaaffaan-m/ECC
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and vi
pluginjsonpython - python-testingaffaan-m/ECC
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements. Use when writing pytest tests — fixtures, mocks, parametriza
pluginbashinipythontoml - regex-vs-llm-structured-textaffaan-m/ECC
Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
pluginpython - django-securityaffaan-m/ECC
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations. Use when reviewing D
plugindjangopython - data-scraper-agentaffaan-m/ECC
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Runs on a schedule, enriches data with a free L
pluginpythonyaml - network-bgp-diagnosticsaffaan-m/ECC
Diagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection. Use when a BGP neighbor is down,
pluginpython - api-designaffaan-m/ECC
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs. Use when designing or r
plugingojsonpythontypescript - cost-aware-llm-pipelineaffaan-m/ECC
Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching. Use when LLM spend needs to come down, or when ro
pluginpython - python-patternsaffaan-m/ECC
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications. Use when writing or reviewing Python code and
pluginbashpythontoml - fastapi-patternsaffaan-m/ECC
FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testi
pluginpython - redis-patternsaffaan-m/ECC
Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production applications. Use when adding caching, a dist
pluginluapython - homelab-wireguard-vpnaffaan-m/ECC
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients. Use when
pluginbashpython - lead-intelligenceaffaan-m/ECC
AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice
pluginbashpython - llm-trading-agent-securityaffaan-m/ECC
Security patterns for autonomous trading agents with wallet or transaction authority. Covers prompt injection, spend limits, pre-send simulation, circuit breakers, MEV protection,
pluginpython - django-tddaffaan-m/ECC
Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs. Use when writing Django or DRF tests with pyt
pluginbashinipython - database-migrationsaffaan-m/ECC
Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely,
pluginbashprismapythonsql - netmiko-ssh-automationaffaan-m/ECC
Safe Python Netmiko patterns for read-only collection, bounded batch SSH, TextFSM parsing, guarded config changes, timeouts, and network automation error handling. Use when automat
pluginpython - django-verificationaffaan-m/ECC
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
pluginbashpythonyaml - mysql-patternsaffaan-m/ECC
MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends. Use when designing MySQL or MariaDB schemas and indexes,
plugininijavascriptpythonsql - django-celeryaffaan-m/ECC
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing. Use when adding background jobs, scheduled ta
pluginbashpython - evm-token-decimalsaffaan-m/ECC
Prevent silent decimal mismatch bugs across EVM chains. Covers runtime decimal lookup, chain-aware caching, bridged-token precision drift, and safe normalization for bots, dashboar
pluginbashpythonsoliditytypescript - network-interface-healthaffaan-m/ECC
Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts. Use when an interface shows
pluginpython - mle-workflowaffaan-m/ECC
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or
pluginpython - django-patternsaffaan-m/ECC
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps. Use when building or reviewing Django ap
plugindjangopython - network-config-validationaffaan-m/ECC
Pre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references, management-plane risk, and IOS-styl
pluginpython - generating-python-installeraffaan-m/ECC
Commercial-grade Python installer expert for Windows: Nuitka extreme compilation, dist slimming, DLL footprint analysis, and Inno Setup packaging to ship the smallest, fastest inst
pluginbashbatchisspowershell - pubmed-databaseaffaan-m/ECC
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring. Use when a task
pluginmarkdownpython - uspto-databaseaffaan-m/ECC
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs. Use when a task needs of
pluginbashmarkdownpython - ggetaffaan-m/ECC
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs. Use when a
pluginbashmarkdownpython - video-editingaffaan-m/ECC
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, a
pluginbashpythontypescript+2 files - videodbaffaan-m/ECC
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand-
pluginbashpythonRead Grep Glob Bash(python:*)+10 files - visa-doc-translateaffaan-m/ECC
Translate visa application documents (images) to English and create a bilingual PDF with original and translation. Use when visa application document images must be translated to E
pluginbashpython - windows-desktop-e2eaffaan-m/ECC
E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation. Use when writing E2E tests for a Windows native desktop app wi
pluginbashcppcsharpini - error-handlingaffaan-m/ECC
Patterns for robust error handling across TypeScript, Python, and Go. Covers typed errors, error boundaries, retries, circuit breakers, and user-facing error messages. Use when des
plugingopythontypescript - caveman-setupJuliusBrussee/caveman
Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change. Use for "set up caveman" or adding LLM spend observability.
pluginbashpythontypescript - context-modemksglu/context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON"
pluginbashjavascriptpython+4 files - resolve-rough-cutsamuelgursky/davinci-resolve-mcp
Assembling a short-form social rough cut from raw behind-the-scenes or vlog footage in the DaVinci Resolve MCP. Apply when asked for a rough cut, first cut, assembly, or "make me a
claude-codepython - hotel-searchLetsFG/LetsFG
Search and book real hotel rooms through LetsFG. Returns only bookable, free-cancellation, pay-later rates from live supplier inventory, with the price the guest actually pays. Use
otherpython - flight-searchLetsFG/LetsFG
Search and book flights across hundreds of airlines plus the major booking sites, with than OTAs. Returns raw airline prices via the letsfg.co server-side search engine. Use when u
otherbashjsonpython+2 files - letsfgLetsFG/LetsFG
LetsFG — Agent-native flight and hotel search and booking API. Hundreds of airlines plus the major booking sites (Google Flights, Skyscanner, Kiwi, Kayak, Momondo), with per-flight
otherbashjsonpython - remote-browserbrowser-use/browser-use
Controls an isolated Browser Use Cloud browser from a sandboxed machine with the current Browser Use CLI.
otherbashpythonBash(browser-use:*)+1 files - x402browser-use/browser-use
Set up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key. Two setups it works out up front — "just use it" (s
otherbashpythontypescriptBashReadWrite - python-debugpyopenclaw/openclaw
Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.
otherbashpython - command-guardJKHeadley/instar
Set up a PreToolUse hook in .claude/settings.json that blocks dangerous commands — rm -rf, force push, database drops, and others — before they execute. Teaches the pattern of safe
claude-codebashjsonpython - credential-leak-detectorJKHeadley/instar
PostToolUse hook that scans Bash tool output for leaked credentials — API keys, tokens, private keys, and secrets — before they reach the conversation. Blocks critical leaks, redac
claude-codebashjsonpython - smart-web-fetchJKHeadley/instar
Fetch web content efficiently by checking llms.txt first, then Cloudflare markdown endpoints, then falling back to HTML. Reduces token usage by 80% on sites that support clean mark
claude-codebashmarkdownpython - pr-polishSignificant-Gravitas/AutoGPT
Alternate /pr-review and /pr-address on a PR until the PR is truly mergeable — no new review findings, zero unresolved inline threads, zero unaddressed top-level reviews or issue c
claude-codebashpython - pptx-html-fidelity-auditnexu-io/open-design
Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styling, off-rhythm spacing), and
pluginhtmlpython - code-simplificationaddyosmani/agent-skills
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use
pluginpythontypescript - elevenlabscalesthio/OpenMontage
Generate AI voiceovers, sound effects, and music using ElevenLabs APIs. Use when creating audio content for videos, podcasts, or games. Triggers include generating voiceovers, narr
claude-codebashjsonpythontypescript+1 files - ai-video-gencalesthio/OpenMontage
Generate AI videos from text prompts using multiple provider gateways. Use when: (1) Generating videos from text descriptions, (2) Creating AI-generated video clips for content pro
claude-codebashjsonpythontypescriptmcp__heygen__* - agentscalesthio/OpenMontage
Build voice AI agents with ElevenLabs. Use when creating voice assistants, customer service bots, interactive voice characters, or any real-time voice conversation experience.
claude-codebashhtmljavascriptpython+5 files - manimce-best-practicescalesthio/OpenMontage
Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, Math
claude-codebashpython+31 files - azure-text-to-speechcalesthio/OpenMontage
Generate neural narration audio using Azure AI Speech (REST text-to-speech). Use when synthesizing voiceovers or narration in OpenMontage. Optional cloud TTS provider — preferred w
claude-codebashpython - faceswapcalesthio/OpenMontage
Swap faces in a video using AI via the HeyGen API. Use when: (1) Replacing a face in a video with another face, (2) Face swapping from a source image onto a target video, (3) Creat
claude-codebashjsonpythontypescriptmcp__heygen__* - azure-speech-to-textcalesthio/OpenMontage
Transcribe audio to text using Azure AI Speech (Fast Transcription REST API). Use when converting audio/video to text, generating subtitles, or processing spoken content in OpenMon
claude-codebashjsonpython
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