BigHugger

Agent skills that run markdown, 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. iterative-retrievalaffaan-m/ECC

    Pattern for progressively refining context retrieval to solve the subagent context problem. Use when a subagent lacks the context it needs and retrieval must be refined across pass

    pluginjavascriptmarkdown
  2. verification-loopaffaan-m/ECC

    A comprehensive verification system for Claude Code sessions. Use when verifying a Claude Code session's work before claiming it is complete.

    pluginbashmarkdown
  3. literature-reviewaffaan-m/ECC

    Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evide

    pluginmarkdown
  4. council-multi-modelaffaan-m/ECC

    Add one optional external Codex critique after the existing council has produced a decision draft. Use when an ambiguous, high-consequence decision would benefit from a separate mo

    pluginbashmarkdown
  5. intent-driven-developmentaffaan-m/ECC

    Turn ambiguous or high-impact product and engineering changes into scoped, verifiable acceptance criteria before or alongside implementation. Use when a user asks to clarify a feat

    pluginmarkdown
  6. deep-researchaffaan-m/ECC

    Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thoroug

    pluginmarkdown
  7. plan-orchestrateaffaan-m/ECC

    Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom prompts. Generative only — never in

    pluginbashmarkdown
  8. canary-watchaffaan-m/ECC

    Use this skill to monitor and verify a deployed URL after releases — checks HTTP endpoints, SSE streams, static assets, console errors, and performance regressions after deploys, m

    pluginmarkdownyaml
  9. hookify-rulesaffaan-m/ECC

    This skill should be used when the user asks to create a hookify rule, write a hook rule, configure hookify, add a hookify rule, or needs guidance on hookify rule syntax and patter

    pluginbashmarkdown
  10. codehealth-mcpaffaan-m/ECC

    Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. Use when reviewing code quality, refactoring, che

    pluginjsonmarkdown
  11. growth-logaffaan-m/ECC

    Use after a complex task, failure, or when reviewing what was learned. Teaches how to write growth logs that extract reusable patterns — not diary entries.

    pluginmarkdown
  12. ai-regression-testingaffaan-m/ECC

    Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spo

    pluginmarkdowntypescript
  13. plan-canvasaffaan-m/ECC

    Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a

    pluginbashjsonmarkdown+1 files
  14. 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
  15. dev-teamaffaan-m/ECC

    Simulate a collaborative dev team session where multiple role-based personas (PM, Architect, Developer, QA) respond to the same problem together in one session. Use when designing

    pluginmarkdown
  16. e2e-testingaffaan-m/ECC

    Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies. Use when writing Playwright tests, structuring

    pluginbashmarkdowntypescriptyaml
  17. eval-harnessaffaan-m/ECC

    Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles. Use when a Claude Code workflow needs a formal eval before it is trusted

    pluginbashmarkdownReadWriteEdit
  18. architecture-decision-recordsaffaan-m/ECC

    Capture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintai

    pluginmarkdown
  19. agent-introspection-debuggingaffaan-m/ECC

    Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports. Use when an agent run fails and you need a reprodu

    pluginmarkdown
  20. autonomous-loopsaffaan-m/ECC

    Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems. Retained for compatibility only: when new auto

    pluginbashmarkdowntypescript
  21. agentic-osaffaan-m/ECC

    Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state man

    pluginbashinijsonmarkdown
  22. git-workflowaffaan-m/ECC

    Git workflow patterns including branching strategies, commit conventions, merge vs rebase, conflict resolution, and collaborative development best practices for teams of all sizes.

    pluginbashgitignoremarkdown
  23. codebase-onboardingaffaan-m/ECC

    Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new proj

    pluginmarkdown
  24. blender-motion-state-inspectionaffaan-m/ECC

    Use this skill when inspecting Blender characters, rigs, poses, animation retargeting, ground contact, facing direction, or model-vs-motion alignment where screenshots alone are no

    pluginmarkdownReadWriteEdit
  25. councilaffaan-m/ECC

    Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.

    pluginmarkdown
  26. openclaw-persona-forgeaffaan-m/ECC

    为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡, 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill,可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于:微调已有 SOUL.md、非 OpenCla

    pluginbashmarkdown+6 files
  27. gan-style-harnessaffaan-m/ECC

    GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper. Use when a feature should

    pluginbashmarkdownReadWriteEdit
  28. browser-qaaffaan-m/ECC

    Use this skill to automate visual testing and UI interaction verification using browser automation after deploying features.

    pluginmarkdown
  29. 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
  30. dynamic-workflow-modeaffaan-m/ECC

    Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses. Use when building a task-local harness,

    pluginmarkdown
  31. scholar-evaluationaffaan-m/ECC

    Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Use when evalua

    pluginmarkdown
  32. security-bounty-hunteraffaan-m/ECC

    Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only finding

    pluginbashmarkdown
  33. skill-scoutaffaan-m/ECC

    Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find a skill for a workflow.

    pluginbashmarkdown
  34. tdd-workflowaffaan-m/ECC

    Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

    pluginbashjsonmarkdowntypescript
  35. 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
  36. design-mcp-servercyanheads/obsidian-mcp-server

    Design the tool surface, resources, and service layer for a new MCP server. Use when starting a new server, planning a major feature expansion, or when the user describes a domain/

    pluginmarkdowntypescript
  37. polish-docs-metacyanheads/obsidian-mcp-server

    Finalize documentation and project metadata for a ship-ready MCP server. Use after implementation is complete, tests pass, and devcheck is clean. Safe to run at any stage — each st

    pluginbashmarkdowntoml
  38. walkeros-create-cmp-sourceelbwalker/walkerOS

    Use when creating a new walkerOS CMP (consent management platform) source. Structured fill-in-the-blanks workflow that turns any CMP's consent API into a walkerOS source package. C

    pluginjsonmarkdowntypescript+15 files
  39. walkeros-writing-documentationelbwalker/walkerOS

    Use when writing or updating walkerOS documentation - README, website docs, or skills. Covers quality standards, example validation, and DRY patterns.

    pluginjsonmarkdownmdxtypescript+3 files
  40. sap-transport-reviewarc-mcp/arc-1

    Review what actually changed — in a transport, or in your unactivated drafts — by diffing each object's source and summarizing the change set with optional impact and quality signa

    pluginmarkdown+4 files
  41. sap-object-documenterarc-mcp/arc-1

    Produce stable, package-scoped Markdown documentation for many custom ABAP objects at once — classifies each by style (Classic/Modern/Mixed) and summarizes purpose and dependencies

    pluginmarkdown+5 files
  42. setup-abap-mirrorarc-mcp/arc-1

    Create a local abapGit-style mirror of an SAP package or object set so you can git-diff and search locally without round-tripping every read. Use when asked to "mirror this package

    pluginmarkdown
  43. bootstrap-system-contextarc-mcp/arc-1

    Ground the assistant in the target SAP system before any coding work by producing a local system-info.md that captures SID, release, components, detected features, RAP constraints,

    pluginmarkdown
  44. sap-transport-overviewarc-mcp/arc-1

    System-wide inventory of open transport requests — every visible modifiable request, who owns it, how big it is, and supported risk signals such as empty/local requests, explicit l

    pluginmarkdown+1 files
  45. analyze-chat-sessionarc-mcp/arc-1

    Analyze the current conversation's tool calls, responses, errors, and approach to produce a structured feedback report for improving MCP tool usage with ARC-1. Use when the user as

    pluginmarkdown
  46. polish-docs-metacyanheads/clinicaltrialsgov-mcp-server

    Finalize documentation and project metadata for a ship-ready MCP server. Use after implementation is complete, tests pass, and devcheck is clean. Safe to run at any stage — each st

    pluginbashmarkdowntoml
  47. design-mcp-servercyanheads/clinicaltrialsgov-mcp-server

    Design the tool surface, resources, and service layer for a new MCP server. Use when starting a new server, planning a major feature expansion, or when the user describes a domain/

    pluginmarkdowntypescript
  48. reviewing-codenexus-substrate/nexus-agents

    Review code changes following project standards and security guidelines. Checks for lint compliance, type safety, test coverage, and security issues. Use when reviewing PRs, auditi

    pluginbashmarkdownReadGrepGlob+3 files
  49. self-critiquenexus-substrate/nexus-agents

    Score your own output 0-10 across 5 task-appropriate dimensions before emitting it. Anything below band 3 (5-6 Functional) is a regression — fix and rescore. Use as a pre-emit gate

    pluginmarkdownReadGrepGlob
  50. ui-ux-designnexus-substrate/nexus-agents

    Generate design systems and implement UX/UI for software products using Astro, Svelte, Tailwind CSS, Material Design 3, and OKLCH color system. Covers style selection, color palett

    pluginbashcssjavascriptmarkdownReadGrepGlob
  51. requirements-gatheringnexus-substrate/nexus-agents

    Extract structured requirements from vague user requests. Decompose ideas into user stories with acceptance criteria, map to available capabilities, and identify gaps. Triggers on

    pluginmarkdownReadGrepGlob
  52. research-and-votenexus-substrate/nexus-agents

    Research a topic using multiple sources and conduct multi-agent voting. Use when making architectural decisions, choosing dependencies, or designing APIs. Triggers on "research", "

    pluginmarkdownReadGrepGlob+2 files
  53. docs-mermaidnexus-substrate/nexus-agents

    Generate precise diagrams (flowchart, sequence, state, ER, class, gantt, gitGraph) using Mermaid for nexus-agents docs. Use when the user wants to "diagram this", "show how X works

    pluginmarkdownReadEditWrite
  54. documentation-managementnexus-substrate/nexus-agents

    Operating manual for documentation work in nexus-agents. Use when updating docs, adding new docs, changing doc pipeline, or troubleshooting doc issues. Triggers on "update docs", "

    pluginbashmarkdownReadEditWrite+4 files
  55. stitch-design-tastenexu-io/open-design

    Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asym

    pluginmarkdown
  56. design-briefnexu-io/open-design

    Parse a structured design brief written in I-Lang protocol format into a concrete design spec. Eliminates ambiguity from vague requests like "make it professional" by requiring exp

    pluginmarkdown
  57. code-review-and-qualityaddyosmani/agent-skills

    Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality acr

    pluginmarkdown
  58. browser-testing-with-devtoolsaddyosmani/agent-skills

    Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyz

    pluginjsonmarkdown
  59. context-engineeringaddyosmani/agent-skills

    Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and cont

    pluginmarkdown
  60. constraint-driven-developmentaddyosmani/agent-skills

    Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds whe

    pluginjsonmarkdown+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.