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tool-discovery

Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

설치 방법 보기

포함된 파일(7)

  • SKILL.md5.5 KB
  • assets/.gitkeep0 B
  • reference.md5.1 KB
  • references/agents-catalog.md4.2 KB
  • references/skills-catalog.md19.3 KB
  • scripts/.gitkeep0 B
  • skill-report.json20.0 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Tool Discovery

Recommend the right agents and skills for any task.

Decision Flowchart

Is this a reference/lookup task?
├── YES → Use a SKILL (lightweight, auto-injects)
└── NO → Does it require reasoning/decisions?
         ├── YES → Use an AGENT (heavyweight, spawns subagent)
         └── MAYBE → Check catalogs below

Rule: Skills = patterns/reference. Agents = decisions/expertise.

Quick Skill Reference

SkillTriggers
file-searchfd, rg, fzf, find files
find-replacesd, batch replace
code-statstokei, difft, line counts
data-processingjq, yq, json, yaml
structural-searchast-grep, sg, ast pattern
git-opsgit, gh, lazygit, delta, commit, PR, release, rebase
python-envuv, venv, pyproject
go-opsgolang, go, goroutine, channel, context, errgroup, go test
rust-opsrust, cargo, ownership, tokio, serde, trait, Result, Option
typescript-opstypescript, type system, generics, utility types, Zod
docker-opsdocker, Dockerfile, docker-compose, multi-stage build
ci-cd-opsgithub actions, CI, CD, pipeline, release, workflow
api-design-opsapi design, gRPC, GraphQL, REST advanced, protobuf
rest-opshttp methods, status codes
sql-opscte, window functions
postgres-opspostgresql, postgres, EXPLAIN ANALYZE, vacuum, pgbouncer, JSONB, RLS, replication
sqlite-opssqlite, aiosqlite
tailwind-opstailwind, tw classes, dark mode, responsive
mcp-opsmcp server, fastmcp, tool handler, transport
react-opsreact, hooks, useState, next.js, RSC, zustand
vue-opsvue, composition api, pinia, nuxt, script setup
javascript-opsjavascript, node, esm, async/await, event loop
astro-opsastro, islands, content collections, partial hydration
laravel-opslaravel, eloquent, artisan, sanctum, pest
payloadcms-opspayload, payload cms, headless cms, collections
craftcms-opscraft, craftcms, twig, matrix fields
asus-router-opsasus router, asuswrt, merlin, network hardening
nginx-opsnginx, reverse proxy, ssl, load balancer, proxy_pass
cloudflare-opscloudflare, workers, KV, D1, R2, pages, wrangler, edge
cypress-opscypress, e2e, component testing, custom commands, stubbing
bash-opsbash, shell scripting, traps, CI scripts, defensive scripting
claude-code-opsclaude code extensions, skills, agents, hooks, MCP, plugins
auth-opsjwt, oauth2, session, rbac, passkey, mfa, login
monitoring-opsprometheus, grafana, opentelemetry, SLO, alerting
debug-opsdebug, crash, memory leak, race condition, bisect
perf-opsperformance, profiling, flamegraph, bundle size, load test, benchmark
migrate-opsmigrate, upgrade, breaking changes, codemod, version upgrade
refactor-opsrefactor, extract, code smell, dead code, rename, restructure
scaffoldscaffold, boilerplate, project template, init project, new project
log-opsJSONL, log analysis, parse logs, lnav, log search, timeline

Quick Agent Reference

AgentTriggers
firecrawl-expertweb scraping, crawling, anti-bot
project-organizerrestructure, organize, cleanup
git-agentcommit, push, PR (dispatched by git-ops)
Explore"where is", "find"
Plandesign, architect

For Cloudflare/Workers, Cypress/E2E, shell scripting, Claude Code extension work, and CMS/device domains (Payload, Craft, Asus routers), use the matching -ops skill (cloudflare-ops, cypress-ops, bash-ops, claude-code-ops, payloadcms-ops, craftcms-ops, asus-router-ops). For language/framework work (Python, TypeScript, React, Postgres, etc.), use the matching -ops skill — or dispatch general-purpose with an instruction to read that skill's SKILL.md first.

How to Launch

Skills:

Skill tool → skill: "file-search"

Agents:

Task tool → subagent_type: "firecrawl-expert"
         → prompt: "Your task"

Match by Task Type

TaskSkill FirstAgent If Needed
"How to write a CTE?"sql-ops—
"Optimize this query"postgres-ops—
"Find files named X"file-searchExplore
"Set up Python project"python-env—
"What HTTP status for X?"rest-ops—
"React Server Components?"react-ops—
"Vue 3 composable pattern"vue-ops—
"Configure nginx SSL"nginx-ops—
"JWT vs session auth"auth-ops—
"Set up Prometheus"monitoring-ops—
"Debug memory leak"debug-ops—
"Scrape a blocked site"jina-opsfirecrawl-expert

Tips

  • Skills are cheaper - Use for lookups, patterns
  • Agents are powerful - Use for decisions, optimization
  • Don't over-recommend - Max 2-3 tools per task

Additional Resources

For complete catalogs, load:

  • ./references/agents-catalog.md - All agents with capabilities
  • ./references/skills-catalog.md - All skills with details

리뷰

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같은 저장소의 스킬

Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

aiskillstore/marketplace4422026년 10월 21일 업데이트

Trigger for: explaining current FAR, DFARS, or agency-supplement text; determining documented acquisition-policy status for an agency and FAR part; comparing codified text, RFO model text, and agency deviations; tracing acquisition rulemaking; finding procurement comment periods; analyzing public comments; refreshing prior policy analysis; or producing an Acquisition Policy Impact Brief. Use published federal sources and supplied policy documents without making legal or procurement-specific applicability determinations. Do not use for clause selection, market research execution, opportunities, pricing, grants, or cooperative agreements.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

aiskillstore/marketplace4422026년 10월 21일 업데이트

Systematic framework for extracting actionable items from documents and organizing them into prioritized, trackable checklists. Use when converting reports, meeting notes, audits, or any document with embedded action items into structured TODO lists.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

aiskillstore/marketplace4422026년 10월 21일 업데이트

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

aiskillstore/marketplace4422026년 10월 21일 업데이트

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

aiskillstore/marketplace4422026년 10월 21일 업데이트

Run AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

aiskillstore/marketplace4422026년 10월 21일 업데이트

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