BigHugger

Agent skills that run python, that ask for Bash, in plugin format

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.

  1. pyfixest-referencebrycewang-stanford/Auto-Empirical-Research-Skills

    Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula

    pluginpythonReadWriteEdit
  2. warp-compile-time-optimizerNVIDIA/skills

    Use when compile time or startup time is the problem in code that uses Warp: a request to improve, optimize, or cut compile times; an app that is slow to start or stalls at the fir

    pluginbashpythonBashReadEdit
  3. digital-health-clinical-asr-finetuneNVIDIA/skills

    Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use

    pluginbashpythonReadWriteBash+2 files
  4. digital-health-clinical-asr-setupNVIDIA/skills

    Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.

    pluginbashpythonReadWriteBash+1 files
  5. enterpriseww-w-ai/bkit-claude-code

    Enterprise-grade systems with microservices, Kubernetes, Terraform, and AI Native methodology. For multi-feature initiatives spanning a release timeline, combine with /sprint maste

    pluginhclpythonyamlReadWriteEdit
  6. zero-script-qaww-w-ai/bkit-claude-code

    Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA

    pluginbashjsonmarkdownnginxReadGlobGrep
  7. core-mlrshankras/claude-code-apple-skills

    Core ML, Create ML, Vision framework, Natural Language framework, on-device ML integration. Use when user wants image classification, text analysis, object detection, sound classif

    pluginpythonswiftReadWriteEdit
  8. nav-diagnosealekspetrov/navigator

    Detect quality drops in AI output and prompt re-anchoring. Auto-triggers after repeated corrections, context confusion, or when user says "something seems off", "you're not getting

    pluginjsonpythonReadWriteBash
  9. product-designalekspetrov/navigator

    Automates design review, token extraction, component mapping, and implementation planning. Reduces design handoff from 6-10 hours to 5 minutes via direct Figma MCP integration. Aut

    pluginbashjsonmarkdownpythonReadWriteEdit
  10. frontend-componentalekspetrov/navigator

    Create React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".

    pluginbashcssjsonpythonReadWriteEdit
  11. plugin-slash-commandalekspetrov/navigator

    Generate new Navigator slash commands following project conventions. Use when user says "add slash command", "create command", "new /nav command", or "add /nav:[name] command".

    pluginmarkdownpythonReadWriteEdit
  12. nav-initalekspetrov/navigator

    Initialize Navigator documentation structure in a project. Auto-invokes when user says "Initialize Navigator", "Set up Navigator", "Create Navigator structure", or "Bootstrap Navig

    pluginbashjsonpythonWriteBashRead
  13. nav-skill-creatoralekspetrov/navigator

    Analyze codebase patterns and create custom skills for repetitive workflows. Use when project needs automation or pattern enforcement. Auto-invoke when user says "create a skill fo

    pluginbashjsonmarkdownpythonReadWriteEdit
  14. nav-profilealekspetrov/navigator

    Manage user preferences and corrections for bilateral modeling. Auto-learns from session corrections. Use when user says "save my preferences", "remember I like...", or auto-trigge

    pluginbashjsonmarkdownpythonReadWriteEdit
  15. nav-loopalekspetrov/navigator

    Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "auton

    pluginbashjsonpilot-signalpythonReadWriteEdit
  16. visual-regressionalekspetrov/navigator

    Setup visual regression testing with Storybook stories, configuration, and CI/CD workflows. Supports Chromatic, Percy, BackstopJS. Auto-invoke when user says "set up visual regress

    pluginjavascriptjsonmarkdownpythonReadWriteBash
  17. search-litAperivue/medsci-skills

    Literature search and citation management for medical research. Searches PubMed, Semantic Scholar, and bioRxiv/medRxiv with verified citations. Anti-hallucination — every reference

    pluginbashbibtexpythonReadWriteEdit
  18. lit-syncAperivue/medsci-skills

    Sync research references from .bib files to Zotero library + Obsidian literature notes. Extract cross-cutting concept notes when enough literature accumulates. Works after /search-

    pluginbashjsonmarkdownpythonReadWriteEdit
  19. fill-protocolAperivue/medsci-skills

    Fill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, and other structured research documents while preserving the original s

    pluginbashpythonyamlReadWriteEdit
  20. make-figuresAperivue/medsci-skills

    Generate publication-ready figures and visual abstracts for medical research papers. Supports ROC curves, forest plots, CONSORT/STARD/PRISMA flow diagrams, calibration plots, Kapla

    pluginbashpythonReadWriteEdit
  21. present-paperAperivue/medsci-skills

    Academic presentation preparation — paper-driven (journal club, grand rounds, seminar) and lecture/teaching decks (course material, workshop slides, conference talks). Analyzes sou

    pluginbashdotpythonReadWriteEdit
  22. analyze-statsAperivue/medsci-skills

    Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures. Supports diagnostic accuracy, inter-rater agreemen

    pluginbashpythonrReadWriteEdit+1 files
  23. epo-patent-searchRobThePCGuy/Claude-Patent-Creator

    Search European patents using EPO OPS API (full-text, legal status, families) and BigQuery (100M+ patents, EP filter) for prior art, competitive intelligence, and freedom-to-operat

    pluginbashpythonBashReadWrite
  24. prior-art-searchRobThePCGuy/Claude-Patent-Creator

    Systematic 7-step methodology for comprehensive patent prior art searches and patentability assessments using BigQuery and CPC classification

    pluginmarkdownpythonBashReadWrite
  25. patent-claims-analyzerRobThePCGuy/Claude-Patent-Creator

    Automated analysis of patent claims for USPTO compliance with 35 USC 112(b) requirements - antecedent basis, definiteness, claim structure

    pluginpythonBashReadWrite
  26. epo-patent-analyzerRobThePCGuy/Claude-Patent-Creator

    Automated analysis of patent applications for EPO compliance with Art. 84 EPC (claims clarity/support), Art. 83 EPC (sufficiency of disclosure), and Rules 42-49 EPC (formalities)

    pluginpythonBashReadWrite
  27. patent-diagram-generatorRobThePCGuy/Claude-Patent-Creator

    Create patent-style technical diagrams including flowcharts, block diagrams, and system architectures using Graphviz with reference numbering

    pluginbashpythonBashReadWrite
  28. bigquery-patent-searchRobThePCGuy/Claude-Patent-Creator

    Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval

    pluginbashpythonBashReadWrite
  29. epc-searchRobThePCGuy/Claude-Patent-Creator

    RAG search across EPC provisions, EPO Guidelines for Examination, and PCT rules for European and international patent law research

    pluginpythonBashReadWrite
  30. comprehensive-testingmajiayu000/spellbook

    Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI integ

    pluginbashgoinimarkdownReadGrepGlob+1 files
  31. starknet-mini-paykeep-starknet-strange/starknet-agentic

    Simple P2P payments on Starknet. Generate QR codes, payment links, invoices, and transfer ETH/STRK/USDC. Like Lightning, but native.

    pluginbashcairopythonBashReadWrite+1 files
  32. datum-systemelasticdotventures/_b00t_

    Helps work with the b00t datum system - TOML-based configuration for AI models, providers, and services. Datums are stored in ~/.dotfiles/_b00t_/ and specify WHICH environment vari

    pluginbashpythontomlReadWriteEdit
  33. direnv-patternelasticdotventures/_b00t_

    Implements the b00t environment management pattern: direnv → .envrc → dotenv → .env where datums specify WHICH environment variables are required and .env contains the actual secre

    pluginbashgitignorepythontomlReadWriteEdit
  34. dry-philosophyelasticdotventures/_b00t_

    Don't Repeat Yourself (DRY) and Never Reinvent the Wheel (NRtW) - core b00t principles. Use existing libraries, leverage Rust via PyO3 instead of duplicating logic in Python, and c

    pluginbashpythonrustReadGrepGlob
  35. checking-code-qualitytelagod/code-abyss

    Checks code quality metrics including complexity, duplication, naming conventions, and function length. Use when running quality gates, reviewing code smells, or checking lint rule

    pluginbashpythonBashReadGlob+3 files
  36. reducing-aigc-detectiontelagod/code-abyss

    Systematically reduce AIGC detection rates in academic papers (Chinese/English). Analyzes detection reports, identifies high-impact sections, applies multi-layer rewriting strategi

    pluginpythonBashReadWrite
  37. processing-pdfstelagod/code-abyss

    Processes PDF files. Extracts text and tables, fills forms, merges and splits documents, batch-processes files, converts to images, and generates PDFs programmatically. Use when wo

    pluginpythonBashReadWrite+4 files
  38. tui-uidwgx/SmartCLI

    Design web-like user interfaces in the terminal and inside tmux with a cell-grid Canvas, CSS-like box model, flexbox/grid layout, and 17 reusable widgets such as Panel, Table, Card

    pluginpythonBashRead
  39. drive-tuidwgx/SmartCLI

    Drive interactive terminal (TUI) programs — CLIs, REPLs, installers, menu apps, agent CLIs, and editors like vim — through a PTY, reading semantic screen snapshots. A pattern libra

    pluginpythonBashRead
  40. pinecone:full-text-searchpinecone-io/pinecone-claude-code-plugin

    Create, ingest into, and query a Pinecone full-text-search (FTS) document index using the graduated document-schema API (Python SDK 10.0.0, API version 2026-07). Use when the user

    pluginbashpythonBashRead
  41. eng-teamgeekatron/jerry

    Secure engineering team skill providing methodology guidance for building security-hardened software. Invoked when users request system design, implementation, code review, testing

    pluginpythonReadWriteEdit+3 files
  42. ux-behavior-designgeekatron/jerry

    Fogg Behavior Model B=MAP bottleneck diagnosis sub-skill for the /user-experience parent skill. Diagnoses why users fail to take desired actions by analyzing the three B=MAP factor

    pluginpythonyamlReadWriteEdit
  43. adversarygeekatron/jerry

    On-demand adversarial quality reviews using strategy templates. Selects strategies by criticality level, executes adversarial templates against deliverables, and scores quality usi

    pluginpythonReadWriteEdit
  44. ux-design-sprintgeekatron/jerry

    AJ&Smart Design Sprint 2.0 facilitation sub-skill for the /user-experience parent skill. Facilitates a structured four-day rapid prototyping and validation process compressed from

    pluginpythonyamlReadWriteEdit
  45. ux-kano-modelgeekatron/jerry

    Kano model feature classification and prioritization sub-skill for the /user-experience parent skill. Classifies product features into Must-be (M), Performance (O), Attractive (A),

    pluginpythonReadWriteEdit
  46. user-experiencegeekatron/jerry

    Parent orchestrator for AI-augmented UX methodology targeting tiny teams (1-5 people). Routes to 10 sub-skills by product lifecycle stage through criteria-gated waves. Invoke when

    pluginpythonReadWriteEdit
  47. red-teamgeekatron/jerry

    Offensive security team skill providing methodology guidance for penetration testing and red team engagements. Invoked when users request penetration testing, reconnaissance, vulne

    pluginpythonyamlReadWriteEdit
  48. ux-ai-first-designgeekatron/jerry

    AI-first interaction design sub-skill (CONDITIONAL) for the /user-experience parent skill. Provides trust-calibrated AI interaction design guidance using Yang et al.'s trust-risk a

    pluginpythonyamlReadWriteEdit
  49. ux-jtbdgeekatron/jerry

    Jobs-to-Be-Done research and analysis sub-skill for the /user-experience parent skill. Conducts JTBD job statement synthesis, switch interview analysis (Moesta/Spiek four forces),

    pluginmarkdownpythonReadWriteEdit
  50. problem-solvinggeekatron/jerry

    Structured problem-solving framework with specialized agents for research, analysis, architecture decisions, validation, synthesis, reviews, investigations, and reporting. Use when

    pluginpythonReadWriteEdit
  51. nasa-segeekatron/jerry

    NASA Systems Engineering skill implementing NPR 7123.1D processes through 10 specialized agents. Use for requirements engineering, verification/validation, risk management, technic

    pluginpythonReadWriteEdit
  52. build-with-exaMoizIbnYousaf/marketing-cli

    Build applications and agents with Exa's API Platform: search, contents, answer, context, Agent API, monitors, websets, OpenAI-compatible endpoints, and exa-py / exa-js. Use when c

    pluginbashpythontypescriptBashReadWrite+13 files
  53. debugxiaobei930/cc-best

    Systematic debugging methods, log analysis, and performance diagnostics. Use when debugging issues, analyzing errors, or troubleshooting incidents.

    pluginmarkdownpythontypescriptReadWriteEdit+3 files
  54. nutmeg-healwithqwerty/nutmeg

    Fix broken data scrapers and pipelines. Use when data acquisition fails, a scraper breaks, an API returns errors, or data format has changed. Also handles submitting upstream issue

    pluginpythonReadWriteBash
  55. nutmeg-acquirewithqwerty/nutmeg

    Fetch, scrape, or download football data from any source. Also handles API key setup and credential management. Use when the user wants to get data from StatsBomb, Opta, FBref, Und

    pluginpythonrtypescriptReadWriteBash
  56. nutmeg-wranglewithqwerty/nutmeg

    Transform, filter, reshape, join, and manipulate football data. Use when the user needs to clean data, merge datasets, convert between formats, handle missing values, work with lar

    pluginpythonReadWriteBash
  57. api-gatewaymaton-ai/api-gateway-skill

    Call third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected. Use this skill when the user names a connected app and a co

    pluginbashjavascriptjsonpythonBashReadGrep
  58. kilnelithril/blender-kiln

    3D asset production pipeline via Blender MCP — sourcing, AI generation, cleanup, texturing, optimization, export. Batch mode for autonomous multi-asset production.

    pluginbashmarkdownpythonBashReadEdit
  59. solo-sgrfortunto2/solo-factory

    Use when "design schemas", "structured output", "agent loop", "SGR", "constrained decoding", "tool dispatch", "Pydantic schema for LLM", or need to design a schema-guided reasoning

    pluginpythonReadWriteEdit
  60. solo-seo-clifortunto2/solo-factory

    Manage SEO and agent-readiness for all sites via the `seo` CLI — audit pages for SEO+GEO score, run `agent-audit` to check whether AI agents can discover and read a site (robots ru

    pluginastrobashhtmljavascriptReadGrepBash

Browse all 69,865 skills200 at a time, grouped by owner. The list above is the skills with the highest standing; this is every one of them.

The whole corpus is one call away through the search API, or ask a question of it on the index itself.