BigHugger

Agent skills that run json, 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. agent-architecture-auditaffaan-m/ECC

    Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and r

    pluginbashjsonReadWriteEdit
  2. bunqueueegeominotti/bunqueue

    Use bunqueue job queue library - Queue, Worker, Bunqueue (simple mode), FlowProducer, cron, DLQ, embedded and TCP modes

    pluginbashjsontypescriptReadGrepGlob+3 files
  3. dev-pipelinenexus-substrate/nexus-agents

    Multi-agent development pipeline (Orchestrator + workers + consensus vote). Use when the user asks to "build a feature", "fix a bug with the pipeline", or "run the dev pipeline". T

    pluginjsonReadWriteEdit
  4. adcpadcontextprotocol/adcp-client

    Interact with AdCP (Ad Context Protocol) advertising agents over MCP or A2A protocols. Use when the user wants to call AdCP tools (get_products, create_media_buy, sync_creatives, e

    pluginbashjsonBashRead
  5. skeptical-triageavelikiy/great_cto

    Reusable 3-round self-challenge + arbiter pattern for filtering false positives from findings/verdicts. Use when the cost of a false-positive gate block exceeds the cost of ~4 extr

    pluginbashjsonReadGrepBash
  6. last30daysmvanhorn/last30days-skill

    Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web. Inc

    pluginbashjsonBashReadWrite+1 files
  7. printing-press-amendmvanhorn/cli-printing-press

    Amend a published CLI from one of two input sources: (1) dogfood mode mines the active Claude Code session transcript for friction (missing flags, hand- rolled API payloads, silent

    pluginbashgojsonyamlBashReadWrite
  8. printing-press-scoremvanhorn/cli-printing-press

    Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side

    pluginbashjsonBashReadGlob
  9. printing-press-publishmvanhorn/cli-printing-press

    Publish a generated CLI to the printing-press-library repo

    pluginbashjsonmarkdownBashReadWrite
  10. microsoft-outlookAceDataCloud/Skills

    Read, search, draft, send and manage Outlook / Microsoft 365 email AND calendar events via Microsoft Graph. Use when the user mentions Outlook (mail or calendar), Microsoft 365 inb

    pluginbashjsonBash
  11. personal-wechatAceDataCloud/Skills

    Operate the user's personal WeChat account through their self-hosted Wisdom service (BYOC) — check status, list contacts/conversations, read messages, poll for new ones, search con

    pluginbashjsonBash
  12. customise-workflowanombyte93/prd-taskmaster

    Customise the prd-taskmaster plugin workflow via curated brainstorm questions. The AI asks, the user answers in plain English, and the skill writes their preferences to .atlas-ai/c

    pluginbashjsonReadWriteEdit
  13. skill-federationskill-federation/skill-federation

    Consult the current state of practice before doing expert work — search a federated catalog of vetted agent skills, read the ones that matter as field notes, install only what you'

    pluginbashjsonBashReadWrite+1 files
  14. digital-health-clinical-asr-evalNVIDIA/skills

    Stage 3 of Clinical ASR Flywheel. Score a NeMo manifest, produce the five-section KER leaderboard (by-ipa_source diagnostic). Not for ASR auth (/riva-asr).

    pluginjsonReadWriteBash+2 files
  15. survey-generatorrohitg00/pro-workflow

    Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a

    pluginbashjsonReadWriteBash
  16. btwww-w-ai/bkit-claude-code

    By-The-Way: capture improvement ideas the moment they surface, without derailing the task in progress. Triggers: /bkit:btw, /bkit:btw list, /bkit:btw analyze, /bkit:btw promote, /b

    pluginjsonReadWriteEdit
  17. pdca-batchww-w-ai/bkit-claude-code

    Manage multiple PDCA features as independent parallel cycles (no shared scope/budget). For multiple features that share scope, budget, or timeline as one cohesive initiative, use /

    pluginbashjsonReadWriteGlob
  18. dynamicww-w-ai/bkit-claude-code

    Fullstack development with bkend.ai BaaS — authentication, database, API integration. Triggers: fullstack, BaaS, login, signup, database, web app

    pluginbashjsontypescriptReadWriteEdit
  19. sprintww-w-ai/bkit-claude-code

    Sprint Management — generic sprint capability for ANY bkit user. 16 sub-actions: init, start, status, watch, phase, iterate, qa, report, archive, list, feature, pause, resume, fork

    pluginbashjavascriptjsonReadWriteEdit
  20. mobile-appww-w-ai/bkit-claude-code

    Mobile app development guide — React Native, Flutter, Expo for cross-platform. Triggers: mobile app, React Native, Flutter, Expo, iOS, Android

    pluginbashdartjsontypescriptReadWriteEdit
  21. bkit-evalsww-w-ai/bkit-claude-code

    Run skill evals via evals/runner.js — wrapper validates skill names, captures stdout/stderr, persists JSON results. Triggers: bkit evals, evals run, skill quality, eval runner

    pluginbashjsonBashReadGlob
  22. 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
  23. rollbackww-w-ai/bkit-claude-code

    Manage PDCA checkpoints and rollback — create, list, restore for safe recovery. Rollback events are recorded via lib/audit/audit-logger ACTION_TYPES.rollback_executed. For sprint-l

    pluginbashjsonReadWriteGlob
  24. pdcaww-w-ai/bkit-claude-code

    Unified PDCA cycle management — plan, design, do, analyze, iterate, report. PDCA runs per-feature (9-phase: pm→plan→design→do→check→act→qa→report→archive); for multi-feature scope/

    pluginbashjsonReadWriteEdit
  25. phase-4-apiww-w-ai/bkit-claude-code

    Design and implement backend APIs with Zero Script QA validation. Triggers: API design, REST API, backend, endpoint

    pluginbashjsonReadWriteEdit
  26. auditww-w-ai/bkit-claude-code

    View audit logs, decision traces, and session history for AI transparency. ACTION_TYPES (19 entries) include PDCA events (phase_transition, gate_passed/failed, agent_spawned/comple

    pluginbashjsonReadGlobGrep
  27. phase-5-design-systemww-w-ai/bkit-claude-code

    Build platform-independent design systems and consistent component libraries. Triggers: design system, component library, design tokens default: bkit:pipeline-guide frontend: bkit:

    pluginbashcssdartjavascriptReadWriteEdit
  28. document-hunterbitwize-music-studio/claude-ai-music-skills

    Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government report

    pluginbashjsonBashWriteRead+1 files
  29. patinadevswha/patina

    Detect and rewrite AI writing patterns in Korean, English, Chinese, and Japanese text so it reads as if a human wrote it. Meaning-preservation (MPS) verified.

    pluginbashjsonReadWriteEdit
  30. 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
  31. 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
  32. 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
  33. backend-testalekspetrov/navigator

    Generate backend tests (unit, integration, mocks) for existing code. Auto-invoke when user says "write test for", "add test", "test this", or "create test".

    pluginbashjsontypescriptReadWriteEdit
  34. nav-workflowalekspetrov/navigator

    Unified workflow orchestration for substantial tasks. Auto-detects complexity, defers to matching skills, or provides phase-based execution. Solves workflow conflicts between skill

    pluginbashjsonReadWriteEdit
  35. nav-upgradealekspetrov/navigator

    Automates Navigator plugin updates. Detects current version, updates plugin, verifies installation, updates project CLAUDE.md, and validates new features. Auto-invoke when user men

    pluginbashjsonmarkdownBashReadWrite
  36. nav-simplifyalekspetrov/navigator

    Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code. Auto-invoke after implementation skill

    pluginbashjsontypescriptReadWriteEdit
  37. 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
  38. 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
  39. database-migrationalekspetrov/navigator

    Create database migration with schema changes and rollback. Auto-invoke when user says "create migration", "add table", "modify schema", or "change database".

    pluginbashjsontypescriptReadWriteEdit
  40. 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
  41. backend-endpointalekspetrov/navigator

    Create REST/GraphQL API endpoint with validation, error handling, and tests. Auto-invoke when user says "add endpoint", "create API", "new route", or "add route".

    pluginbashjsontypescriptReadWriteEdit
  42. nav-sync-claudealekspetrov/navigator

    Sync project CLAUDE.md to the installed Navigator version, preserving customizations. Use when user says "sync CLAUDE.md", "update CLAUDE.md", or when detecting outdated Navigator

    pluginbashjsonReadWriteEdit
  43. 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
  44. nav-graphalekspetrov/navigator

    Query project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show everything related to X", or "remember this p

    pluginbashjsonmarkdownReadWriteEdit
  45. frontend-testalekspetrov/navigator

    Generate frontend component tests (React Testing Library, Vue Test Utils, snapshot) for existing components. Auto-invoke when user says "test this component", "write component test

    pluginbashjsontypescriptReadWriteEdit
  46. nav-pilotalekspetrov/navigator

    Dispatch a Navigator task doc to Pilot as a labeled GitHub issue. Use when user says "dispatch TASK-XX to Pilot", "hand off to Pilot", "send to Pilot", or "queue for Pilot". One-wa

    pluginbashjsonReadEditBash
  47. 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
  48. nav-onboardalekspetrov/navigator

    Interactive onboarding for Navigator - learn by doing. Auto-invoke when user says "onboard me", "teach me Navigator", "how do I use Navigator", "Navigator tutorial", "learn Navigat

    pluginbashjsonmarkdownReadWriteEdit
  49. fulltext-retrievalAperivue/medsci-skills

    Batch download open-access PDFs by DOI using legitimate OA APIs (Unpaywall, PMC, OpenAlex, Crossref). Optional PDF→Markdown conversion for token-efficient LLM analysis.

    pluginbashjsonmarkdowntsvReadWriteEdit
  50. radiomics-mlAperivue/medsci-skills

    Produce or audit a radiomics / tabular clinical-ML study — imaging or clinical features → any classical learner (penalised logistic [LASSO / ridge / elastic-net], SVM, k-NN, naive

    pluginbashjsonReadWriteEdit+1 files
  51. preprocess-imagingAperivue/medsci-skills

    Design or audit the data-preparation stage of a medical-imaging model — DICOM/NIfTI intake, resampling and intensity normalisation, and the augmentation plan — so the pipeline is l

    pluginbashjsonReadWriteEdit+1 files
  52. sync-submissionAperivue/medsci-skills

    Audit SSOT-to-submission drift and create journal submission manifests from canonical manuscript artifacts.

    pluginbashjsonReadWriteEdit+1 files
  53. explainabilityAperivue/medsci-skills

    Produce or audit the interpretability/explainability analysis of a medical-imaging model — Grad-CAM / Grad-CAM++ / attention-rollout / saliency / integrated-gradients — so it clear

    pluginbashjsonReadWriteEdit
  54. model-sourcingAperivue/medsci-skills

    Vet the concrete third-party model a study will be built on — this repository, this revision, this checkpoint — not the architecture family. Records a model dossier (source and ver

    pluginbashjsonReadWriteEdit
  55. uncertainty-imagingAperivue/medsci-skills

    Design or audit the uncertainty-quantification, out-of-distribution (OOD) detection, and selective-prediction layer of a medical-imaging model framed for deployment — so a clinical

    pluginbashjsonReadWriteEdit
  56. 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
  57. domscribepatchorbit/domscribe

    Work with Domscribe — the pixel-to-code bridge. Use when setting up, initializing, or configuring Domscribe for a project, OR when editing or modifying UI components (React, Vue, N

    pluginjsonReadEditWrite
  58. claude-paper-studyalaliqing/claude-paper

    Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF).

    pluginbashjsonmarkdownBashWriteEdit
  59. claude-paper-summaryalaliqing/claude-paper

    Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study materials. Triggers on PDF paths, a

    pluginbashjsonmarkdownBashWriteRead
  60. starknet-anonymous-walletkeep-starknet-strange/starknet-agentic

    Create an anonymous Starknet wallet via Typhoon and interact with Starknet contracts. Privacy-focused wallet creation for agents requiring anonymity.

    pluginbashjavascriptjsonBashReadWrite+1 files

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.