Production-ready prompt library for Claude coding agents. APEI methodology, ~35 specialist prompts, current Claude Code coverage, plus a /find-prompt skill that routes any task to the right prompt.
개요
Production-ready prompt library for Claude AI and coding agents, built on the : Analyze → Plan → Execute → Iterate. 0. In Claude Code, run — it routes any task to the exact prompt(s) to load. Or open for manual navigation. 1. Use as the core prompt. 2. Add specialist prompts by tier — 1 for a single-domain task (the default), 2 only when the task spans two genuinely independent domains, Multi-Agent Orchestration when units of work need isolation. See Composition Tiers. 3. Validate outputs against explicit success criteria. Six skills ship in .claude/skills/ — they load automatically when you run Claude Code from this repo: These are operational skills rather than catalog-only examples: five include executable scripts, while /find-prompt is the routing layer. See Repository Structure below. This repo is also an installable plugin (.claude-plugin/plugin.
README
Claude Code Prompts
Production-ready prompt library for Claude AI and coding agents, built on the APEI cycle: Analyze → Plan → Execute → Iterate.
Repository default is English-only and remains enforced to keep quality, tone, and contribution standards consistent across all prompts.
Start Here
- In Claude Code, run
/find-prompt— it routes any task to the exact prompt(s) to load. Or open REPOSITORY-MAP.md for manual navigation. - Use Agent System as the core prompt.
- Add specialist prompts by tier — 1 for a single-domain task (the default), 2 only when the task spans two genuinely independent domains, Multi-Agent Orchestration when units of work need isolation. See Composition Tiers.
- Validate outputs against explicit success criteria.
Six skills ship in .claude/skills/ — they load automatically when you run Claude Code from this repo:
| Skill | Use when | File |
|---|---|---|
/find-prompt |
Routing any task to the right prompt(s) — the main entry point | View |
deterministic-checks |
Before committing / opening a PR — zero-model-cost scan for conflict markers, live-looking credentials, debug leftovers, untracked TODOs, oversized files | View |
changelog-from-commits |
Cutting a release — Conventional Commits parsed into a categorized changelog | View |
doc-link-audit |
Before publishing docs — internal links, heading anchors, and orphan pages, GitHub-accurate slug matching | View |
skill-audit |
Reviewing a skills directory — frontmatter validity, description quality (SDO), body size, cross-scope name collisions | View |
capability-audit |
Evaluating a GitHub-hosted skill, plugin, MCP server, or agent toolkit before installation — read-only repository evidence without cloning | View |
These are operational skills rather than catalog-only examples: five include executable scripts, while /find-prompt is the routing layer. See Repository Structure below. This repo is also an installable plugin (.claude-plugin/plugin.json):
claude --plugin-dir /path/to/Claude-Code-Promts # try it for one session
claude plugin validate /path/to/Claude-Code-Promts/.claude-plugin/plugin.json
claude plugin validate /path/to/Claude-Code-Promts/.claude-plugin/marketplace.json
The repository also ships a marketplace manifest, so it can be installed without remembering a local --plugin-dir path:
/plugin marketplace add Rtur2003/Claude-Code-Promts-Skills
/plugin install claude-code-prompts@claude-code-prompts
Marketplace installation is intentionally left as a user action because it changes Claude Code’s persistent plugin state.
Installing as a plugin additionally wires two deterministic safety hooks (block destructive commands, block writing live-looking credentials) — see Claude Code Plugins.
Top 5 Outcome Scenarios
| Scenario | Prompt Setup |
|---|---|
| General autonomous coding | Agent System |
| Debugging production issues | Agent System + Debugging & Troubleshooting |
| Security-sensitive changes | Agent System + Security Audit |
| Architecture decisions | Agent System + Architecture Patterns |
| Complex multi-agent execution | Agent System + Multi-Agent Orchestration |
One Decision Tree + Token Budget
Use the single-source selector here: Prompt Selector Guide.
Rule: start minimal (Tier 1 — one specialist), move up a tier only if the task’s checklist visibly can’t be covered by what’s loaded.
Modern Claude Code Stack
Coverage of the current Claude Code / Claude ecosystem (models, Skills, Plugins, subagents, MCP, hooks, dynamic workflows, the Agent SDK). Read REPOSITORY-MAP.md to jump straight to what you need.
| Topic | Prompt / Guide |
|---|---|
| Pick a model and effort level | Model Selection Guide |
| What a current Claude Code build can do | Native Features Guide |
| Write / debug Agent Skills | Agent Skills |
| Connect an external system via MCP | MCP Integration |
| Bundle and distribute a plugin | Claude Code Plugins |
| Native subagents + dynamic workflows | Multi-Agent Orchestration |
| Automate on lifecycle events | Hooks & Automation |
Project .claude/ config and settings |
Claude Code Workflow |
| Thinking depth, effort, plan mode | Thinking & Planning |
| Build an agent programmatically | Agent SDK Guide |
The sources behind this library + cross-tool AGENTS.md + adjacent agents |
Reference Resources |
| Evaluate skills, plugins, MCP servers, and agent toolkits | Capability Ecosystem Discovery |
| Research consequential questions beyond coding | Evidence-Driven Research |
Active Agent Portfolio (Outcome-First)
claude-agent-system-prompt.mdis the operational source of truth. Full table with token counts and the task router: prompts/english/agents/INDEX.md.
| Prompt | Use when | Do not use when | File |
|---|---|---|---|
| Agent System ⭐ | Any autonomous task | You only need a tiny cheat sheet | View |
| Quick Reference | Token budget is extremely tight | You need deep specialist logic | View |
| Agent Skills ⭐ | Writing or debugging a Claude skill | No skill authoring involved | View |
| MCP Integration ⭐ | Connecting Claude to a DB/browser/API | No external system involved | View |
| Claude Code Plugins | Packaging skills/agents/hooks to share | Nothing to distribute | View |
| Multi-Agent Orchestration ⭐ | Parallel agents, workflows, audits, review | Single-agent linear task | View |
| Hooks & Automation | Enforcing something on a lifecycle event | Advisory guidance is enough | View |
| Code Review | Reviewing a PR/change set | Writing new feature code from scratch | View |
| Security Audit | Threat/risk exposure is possible | Task has no security relevance | View |
| Refactoring | Improving maintainability safely | Incident response under active outage | View |
| Testing | Building or fixing test strategy | You only need non-test docs | View |
| Documentation | Producing technical docs | You need runtime diagnosis | View |
| Performance | Latency/throughput/cost bottlenecks | Problem is primarily correctness | View |
| Git & VCS | Workflow, branching, commit hygiene | App logic decisions | View |
| Accessibility Audit | WCAG and accessibility compliance | Backend-only infrastructure change | View |
| Migration & Upgrade | Framework/runtime/DB migrations | Greenfield implementation | View |
| Monitoring & Observability | Logs, metrics, traces, alerts | Pure UI copy/content task | View |
| Debugging & Troubleshooting | Root-cause and incident diagnostics | You are designing architecture from zero | View |
| Claude Code Thinking & Planning ⭐ | Effort levels and planning depth | Non-Claude environments only | View |
| Claude Code Workflow | CLAUDE.md, rules, settings, permissions | You only need algorithm design | View |
| Technology Stack ⭐ | Selecting tools/libraries | Stack is fixed and approved | View |
| Architecture Patterns | System design and trade-offs | Small local bug fix | View |
| Full-Stack Development | End-to-end app delivery | Single-layer scoped work | View |
| AI & LLM Integration | RAG/agents/model integration | No AI component exists | View |
| API Design & GraphQL | API contract/schema design | UI-only styling task | View |
| Cloud & Infrastructure | IaC/K8s/multi-region/cost | Local script-only changes | View |
| Data Engineering | Pipelines/streaming/data quality | CRUD app without data platform scope | View |
| Compliance & Governance | Regulated/security governance scope | Prototype with no compliance requirements | View |
| Monorepo & Complex Projects | Multi-package cross-cutting work | Small standalone repository | View |
| Error Handling & Resilience | Fault tolerance and degradation | Static content editing only | View |
| Developer Experience & Tooling | Linting/hooks/onboarding/DX | Feature logic changes only | View |
| Database Design & Optimization | Schema/index/query tuning | No persistent data layer exists | View |
| UI/UX & Design Systems | Design tokens/components/theming | API/backend-only task | View |
| Evidence-Driven Research | Source-verified research, comparisons, and consequential recommendations | A primary source already answers a simple fact | View |
Common Combinations
Start with Agent System, then add specialists per the Composition Tiers — most rows below are Tier 1 (one specialist); rows with two specialists or Multi-Agent Orchestration are Tier 2/3 and need a stated reason for the extra load. These pairings recur:
| Task | Setup |
|---|---|
| Add a feature to a web app | Agent System + Full-Stack Development (or Web Development project type) |
| Design or change an API | Agent System + API Design & GraphQL |
| Diagnose a production incident | Agent System + Debugging & Troubleshooting |
| Security-sensitive change | Agent System + Security Audit |
| Architecture decision | Agent System + Architecture Patterns |
| Pick the stack for a new project | Agent System + Technology Stack |
| Large migration or repo-wide refactor | Agent System + Migration & Upgrade + Multi-Agent Orchestration |
| Add test coverage to legacy code | Agent System + Testing |
| Schema or query performance | Agent System + Database Design & Optimization |
| Set up Claude Code for a repo | Claude Code Workflow (+ Agent Skills / Hooks & Automation / MCP Integration as needed) |
| Build an AI feature | Agent System + AI & LLM Integration + Model Selection Guide |
| Monorepo coordination | Agent System + Monorepo & Complex Projects |
Archived (Merged) Prompts
These were removed from the active catalog to reduce overlap:
- Error Analysis
- Project Workflow
- Integration Guardian
- Claude Code Token Optimization
- Prompt Chaining
See Archive Index.
Quality Gate (Repository Standard)
Every active prompt must include:
## Role## Protocol / Core Loop## Phases## Remember(final section)
And must follow No Vague Advice:
- each recommendation must end with a concrete decision, tool, or validation step.
Use the measurable review checklist: Prompt Review Checklist
90-Day Improvement Cycle
- Monthly: usage, token, and link hygiene review
- Quarterly: keep/merge/archive portfolio review and active catalog cleanup
Guide: Portfolio Maintenance Guide
Repository Structure
prompts/
└── english/
├── INDEX.md # Global router: task -> file
├── agents/ # Active agent prompts + Claude Code coverage
│ ├── INDEX.md
│ └── archive/ # Archived prompts removed from active catalog
├── base/ # Foundation prompt
├── project-types/ # Domain-specific prompts
├── examples/ # Real-world usage examples
└── workflows/ # Model selection, native features, Agent SDK,
└── INDEX.md # APEI, setup, selection, troubleshooting, maintenance
Resources
- REPOSITORY-MAP.md — 30-second orientation, jump straight to a file
- QUICK-START.md
- USAGE.md
- CONTRIBUTING.md
- CHANGELOG.md
- llms.txt — full LLM router index
- Agent Index
- Prompt Index
- Workflows Index
- Prompt Selector Guide
- Prompt Review Checklist
- Evals — routing-accuracy regression tests, run in CI on every PR
- CI workflow — markdownlint, link audit, skill audit, deterministic-checks, plugin validation, routing eval
추천 도구
다른 키워드를 입력하거나 필터를 제거해 보세요.
설치
npx skillfish add rtur2003/claude-code-promts-skills