Agent skills that ask for Read

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. recursive-decision-ledgeraffaan-m/ECC

   Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, ensemble comparison, or recursi

   pluginReadWriteEdit
2. 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
3. agent-evalaffaan-m/ECC

   Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding age

   pluginbashyamlReadWriteEdit
4. 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
5. 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
6. latency-critical-systemsaffaan-m/ECC

   Use for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like infrastructure where freshness and p95

   pluginReadWriteEdit
7. 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
8. inherit-legacy-styleaffaan-m/ECC

   Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legacy project and you need to prev

   pluginbashReadGlobGrep
9. benchmark-optimization-loopaffaan-m/ECC

   Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or choose the best implementation by repeated mea

   pluginReadWriteEdit
10. skill-complyaffaan-m/ECC

    Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences,

    pluginbashReadBash
11. parallel-execution-optimizeraffaan-m/ECC

    Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without los

    pluginReadWriteEdit
12. data-throughput-acceleratoraffaan-m/ECC

    Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while preserving data correctness.

    pluginReadWriteEdit
13. github-project-managementruvnet/ruflo

    Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning

    claude-codebashjavascriptmarkdownyamlmcp__github__*mcp__claude-flow__*Bash
14. caveman-exploreJuliusBrussee/caveman

    Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Ret

    pluginReadGlobGrep
15. gongmunseochrisryugj/kordoc

    내용을 받아 한국 행정 공문서(기안문·시행문·보고서·계획서·통지·회의록) 표준 서식의 HWPX로 뽑아주는 오케스트레이터 스킬. 행정안전부 「행정업무운영편람」·시행규칙에 근거한 항목부호 8단계(1. 가. 1) 가) (1) (가) ① ㉮), 둘째 줄 내어쓰기 정렬, 공식 여백(위20·아래10·좌우20mm), 명조 15pt,

    claude-codebashReadWriteEdit
16. bunqueue-devegeominotti/bunqueue

    Internal skill for contributing to bunqueue - architecture, testing, code conventions, and development workflow

    claude-codebashReadGrepGlob
17. bunqueueegeominotti/bunqueue

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

    pluginbashjsontypescriptReadGrepGlob+3 files
18. agnixagent-sh/agnix

    Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. Validates agent configuration files against 455 rules.

    otherbashBash(agnix:*)Bash(cargo:*)Read
19. open-sourcebrowser-use/browser-use

    Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration,

    otherRead
20. qabrowser-use/browser-use

    QA-test a website or web app and return a 1-5 quality score (5 = flawless, 1 = broken) with evidence. Use when the user wants to test, QA, evaluate, score, or "check how good" a si

    otherbashBashReadTask
21. 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
22. cloudbrowser-use/browser-use

    Documentation reference for using Browser Use Cloud — the hosted API and SDK for browser automation. Use this skill whenever the user needs help with the Cloud REST API (v2, v3, or

    otherRead
23. hands-on-testktnyt/cclsp

    Performs manual hands-on testing of a web application using playwright-cli. Spawns the dev server if needed, navigates to pages, performs browser actions, captures screenshots, che

    claude-codebashmarkdownBash(playwright-cli:*)Bash(docker compose:*)Bash(lsof:*)
24. e2e-test-reviewmetabase/metabase

    Review Cypress E2E spec files for Metabase conventions, common gotchas, and flakiness/performance issues. Use when reviewing pull requests or diffs containing Cypress spec files in

    claude-codemarkdownReadGrepBash
25. docs-reviewmetabase/metabase

    Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.

    claude-codemarkdownReadGrepBash
26. analytics-eventsmetabase/metabase

    Add product analytics events to track user interactions in the Metabase frontend

    claude-codetypescriptReadWriteEdit
27. docs-writemetabase/metabase

    Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

    claude-codemarkdownReadWriteGrep+1 files
28. clojure-reviewmetabase/metabase

    Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs co

    claude-codeReadGrepBash
29. e2e-test-createmetabase/metabase

    Analyze React component source code to understand UI structure, then generate idiomatic Cypress E2E tests following Metabase conventions. Falls back to Playwright MCP browser explo

    claude-codebashjavascriptBashReadWrite
30. typescript-reviewmetabase/metabase

    Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs co

    claude-codeReadGrepBash+1 files
31. data-explorationondata/ckan-mcp-server

    Performs exploratory data analysis (EDA) on datasets from CKAN portals and CSV files. Use when analyzing datasets, checking data quality, exploring CSV files, or when the user asks

    claude-codebashmarkdownReadBashGrep
32. security-scanningnexus-substrate/nexus-agents

    Review and fix security scanning alerts from CodeQL and secret scanning. Run as part of system reviews, after CI runs, or on manual request. Triggers on "security scan", "codeql",

    pluginbashReadEditWrite
33. gemini-delegatornexus-substrate/nexus-agents

    Delegate large context and multimodal tasks to Gemini CLI. Use when context exceeds 100K tokens, analyzing images/screenshots, processing large codebases, or for speed/cost-sensiti

    pluginbashtypescriptBashReadGrep+1 files
34. api-and-interface-designnexus-substrate/nexus-agents

    Design stable, hard-to-misuse interfaces — REST endpoints, MCP tool schemas, module boundaries, type contracts. Apply when defining new surfaces or evolving public ones. Triggers o

    plugintypescriptReadEditWrite
35. releasenexus-substrate/nexus-agents

    Execute a release following project standards. Use when publishing a new version, creating release tags, or deploying. Triggers on "release", "publish", "version bump", "create rel

    pluginbashReadEditWrite+1 files
36. pre-push-paritynexus-substrate/nexus-agents

    Run the CI gates locally before pushing, so failures surface in seconds instead of one CI cycle at a time. Enumerates the checks in .github/workflows/, runs the locally-runnable su

    pluginbashReadBashGrep
37. infrastructure-managementnexus-substrate/nexus-agents

    Manage physical server infrastructure, bare metal systems, and OOB management. Handles iDRAC/iLO/IPMI access, SSH connectivity checks, boot time estimation, and hardware health mon

    pluginbashReadEditWrite
38. dogfooding-issuesnexus-substrate/nexus-agents

    Process open GitHub issues using the self-development protocol. Implements features from research registry with proper voting and testing. Use when working on open issues, implemen

    pluginbashReadEditWrite+3 files
39. 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
40. 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
41. 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
42. deprecation-and-migrationnexus-substrate/nexus-agents

    Plan and execute the removal of deprecated APIs without breaking consumers. Apply when retiring `@deprecated` markers, renaming public surfaces, or version-gating cleanup work. Tri

    pluginbashReadEditWrite+1 files
43. docs-reviewnexus-substrate/nexus-agents

    Score a technical doc (RFC, ADR, README, CLAUDE.md, blog-style post) against the 5-category 100-point rubric in .rules/docs-rubric.md. Read-only audit. Surfaces top issues by sever

    pluginReadGrepGlob
44. context-engineeringnexus-substrate/nexus-agents

    Curate what the agent sees, when, and how it's structured. Apply when starting a session, when output quality drifts, when fanning out subagents, or when configuring rules files. T

    pluginReadEditWrite
45. browser-testing-with-devtoolsnexus-substrate/nexus-agents

    Test UI in real browsers via Chrome DevTools MCP. Apply when debugging rendering issues, console errors, network behavior, performance, or accessibility — anywhere static code anal

    pluginReadBashGrep
46. 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
47. e2e-validationnexus-substrate/nexus-agents

    Periodically exercise ALL nexus-agents feature families end-to-end against a real task — research → synthesize → vote → plan → dev-pipeline → graph workflow → memory → audit — capt

    pluginReadEditWrite
48. performance-optimizationnexus-substrate/nexus-agents

    Measure-first optimization for code that has actual evidence of being slow. Apply when performance requirements exist, profiles show bottlenecks, or a change introduced a regressio

    pluginReadEditBash
49. implement-featurenexus-substrate/nexus-agents

    Implement a new feature following project standards. Use when adding functionality, creating new modules, or extending capabilities. Triggers on "implement", "add feature", "create

    pluginbashtypescriptReadEditWrite+2 files
50. docs-rewritenexus-substrate/nexus-agents

    Improve an existing technical doc in-place via a phased Audit → Research → Rewrite → Validate workflow. Calls docs-review for audit and validate; never re-derives scoring. Applies

    pluginReadEditWrite
51. docs-imagenexus-substrate/nexus-agents

    Generate AI illustrations (hero, cover, conceptual, infographic) for nexus-agents docs via the nanobanana-mcp gateway. Use when the user needs a hero image, README cover, or concep

    pluginReadEditWrite
52. codex-delegatornexus-substrate/nexus-agents

    Delegate code generation tasks to Codex CLI for optimal performance. Use when implementing features, generating tests, refactoring code, or making bulk code changes. Triggers on "d

    pluginbashyamlBashReadGlob+2 files
53. code-simplificationnexus-substrate/nexus-agents

    Reduce nesting, extract names, eliminate redundancy without changing behavior. Apply after features work and tests pass — never as a drive-by during feature work. Triggers on "simp

    pluginReadEditBash
54. 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
55. 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
56. hotfixnexus-substrate/nexus-agents

    Apply a hotfix for critical production issues. Use for security vulnerabilities or bugs that prevent core functionality. Triggers on "hotfix", "emergency fix", "critical fix", "pro

    pluginbashReadEditWrite
57. docs-chartnexus-substrate/nexus-agents

    Generate dark-mode-compatible inline SVG charts (bar, donut, line, lollipop, area, radar) for nexus-agents docs from quantitative data — OutcomeStore metrics, fitness scores, CLI s

    pluginxmlReadEditWrite
58. bug-fixnexus-substrate/nexus-agents

    Fix a bug following project standards. Use when fixing defects, debugging issues, or resolving reported problems. Triggers on "fix bug", "debug", "fix issue", "resolve bug".

    pluginbashReadEditWrite+1 files
59. security-advisory-responsenexus-substrate/nexus-agents

    Respond to a reporter-filed GitHub Security Advisory with coordinated disclosure discipline: confidential triage, private-fork patching, simultaneous publish, post-mortem. Use when

    pluginbashReadEditWrite
60. 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

Browse all 69,865 skills →200 at a time, grouped by owner. The list above is the skills with the highest standing; this is every one of them.

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