agent-prompting
Write effective prompts for Task tool sub-agents, slash commands, and system prompts. Covers Claude 4.x prompting patterns, context engineering, output format specification, and parallel delegation. Use when spawning sub-agents, creating slash commands, or writing system prompts.
AI Documentation Standards
Write AI-readable documentation using context engineering principles, nested AGENTS.md hierarchy (CLAUDE.md is a thin shim), .claude/rules/ with path-scoping, structured formats, and the litmus test. Use when writing documentation, updating docs, or optimizing existing docs.
brainstorm
Use when starting any non-trivial feature, design, or behavior change - before writing code or creating tasks. Guides collaborative design exploration through focused questioning to produce a validated spec.
MCP Integration
Set up and use MCP (Model Context Protocol) servers to extend Claude Code capabilities including PRISM semantic memory, filesystem access, and database integration. Use when setting up MCP servers, debugging MCP connections, or understanding MCP tool usage.
plasma6-panel-config
Configure KDE Plasma 6 panels, widgets, digital clock fonts, and Panel Colorizer styling. Use when modifying panel appearance, copying panel configs between monitors, fixing widget fonts, or troubleshooting Panel Colorizer not applying styles.
Python Style Standards
Python coding standards including line length (80 chars), naming conventions (snake_case, PascalCase), type hints, docstrings, exception handling, and logging patterns. Run python-code-quality script for automated checks (ruff + pyright + security). Use when writing new Python code or reviewing code quality.
ralph-loop
Use when setting up autonomous agent execution loops for a project. Takes a completed design doc and produces IMPLEMENTATION.md, PROMPT files per loop, progress trackers, cross-validation, and ralph.sh runner. Use after brainstorming/design is done, before coding starts.
receiving-code-review
Use when receiving code review feedback - before implementing suggestions, especially if feedback seems unclear or technically questionable. Requires technical verification and honest evaluation, not performative agreement.
review-initiative
Use after /breakdown-work or manual initiative creation, before running tasks. Use when initiative has 5+ tasks, multiple dependencies, or references a design document.
systematic-debugging
Use when debugging any failure, bug, or unexpected behavior - especially before attempting any fix. Enforces root cause investigation before implementation to prevent fix-thrashing and symptom-masking.
test-driven-development
Use when implementing any feature, bug fix, or behavior change - before writing implementation code. Enforces strict RED-GREEN-REFACTOR cycle where tests are written and seen failing before any production code exists.
verification-before-completion
Use before claiming any task is complete, any test passes, any build succeeds, or any fix works. Prevents false completion claims by requiring fresh verification evidence before every success statement.
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work correctly. Applies TDD methodology to process documentation - test with pressure scenarios, write the skill, verify compliance.
pdf-to-markdown
Extracting text and tables, merging/splitting documents. Use when needing to convert PDFs while preserving some structure.
markdown
Always use this skill when writing or editing markdown files!
python
Always use this skill when writing or editing python code!
programming
Always use this skill when writing or editing code of any sort!
cc-convo-explorer
Explore and search previous Claude Code conversations stored in ~/.claude/projects/
software-testing
Always use this skill when writing or editing software tests!
git-version-control
Always use this skill when using git!
command-creator
Create custom slash commands for AI coding assistants.
week-report
Prepare weekly management report. Use when asked to create a weekly report,
jira-confluence
Access Jira issues and Confluence pages via Python scripts with OAuth
commit
Auto-commit with smart branching. Use when asked to commit, push changes,
data-analyst
Data analysis master. Use when asked to query a database, explore schema,
google-docs-sheets
Export Google Docs and Google Sheets (spreadsheets) to Markdown files
demo-page
Create a polished, self-contained HTML demo page from any source material
task-manager
Manage development tasks via md-task-mcp MCP server. Use when user asks about tasks, projects, or task management.
ttl-policy
Manage Time-To-Live policies for framework content freshness
mvv-synthesis
Synthesize Mission, Vision, Values from ontological analysis output
context-prep
Prepare optimal context package before delegating tasks to sub-agents
skill-writer
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
status-map
Generate human-readable ASCII status visualizations for agent sessions
sync-to-git
Git synchronization automation for AI agents with GitHub/Bitbucket support
hierarchical-merge
Enforce hierarchical merge protocol - branches merge to parent, not directly to main
worktree-policy
Enforce mandatory git worktree usage for multi-agent file modifications
anti-conflict
Prevent file conflicts between multiple AI agents working in parallel
agent-select
Analyze tasks and recommend optimal sub-agent(s) for execution
audit
On-demand audit and analysis of agent orchestration flows via Sentinel Protocol
ontological-analysis
Analyze repository through 8 philosophical dimensions for MVV extraction
security-review
보안, 보안 리뷰, 보안 검토, 취약점, 보안 분석, OWASP, 인증, 인가, 취약점 점검 - Use when reviewing code for security vulnerabilities, designing authentication/authorization, or ensuring secure architecture. Provides systematic security analysis based on OWASP guidelines.
code-conventions
코드 컨벤션, 코딩 스타일, 코드 스타일, 네이밍, 컨벤션, 타입스크립트, 파이썬, 자바, 함수 크기, 파일 크기 - Always apply when writing code. Code style, naming rules, function/file size limits for TypeScript, Python, and Java.
debug-specialist
디버깅, 디버그, 버그, 에러, 오류, 버그 수정, 원인 분석, 로그 분석, 트러블슈팅, 문제 해결 - Specialized in identifying root causes of bugs, analyzing error logs, and providing robust fixes. Use this when the user reports an error, unexpected behavior, or needs performance troubleshooting.
brainstorming
브레인스토밍, 아이디어, 기획, 구상, 아이디어회의, 설계, 요구사항 분석, 접근법 탐색 - You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
code-reviewer
code review, PR review, quality review, performance review - Expert at reviewing code for quality, adherence to architectural principles, security, and performance. Use this to ensure code meets project standards before merging or after implementation.
code-simpler
코드 단순화, 복잡도 감소, 심플리파이, 가독성, KISS, 인사이트 - Simplifies overly complex code. Reduces nesting, cyclomatic complexity, and unnecessary abstractions based on insight reports or code analysis.
architect
아키텍처, 설계, 시스템 설계, 구조 설계, 레이어 설계, 블루프린트, 컴포넌트 설계 - Use when designing systems, layer structures, module boundaries, or feature architectures. Provides both high-level system design (Clean Architecture, DDD) and actionable implementation blueprints.
doc-coauthoring
문서 작성, 문서화, 문서, 스펙 작성, 기술 문서, 제안서, RFC, 설계 문서, 의사결정 문서 - Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content.
tdd-workflow
TDD, 테스트 주도 개발, 테스트 먼저, RED-GREEN-REFACTOR - Test-Driven Development workflow. Write tests first, then implement code to make tests pass. Enforces 80%+ coverage.
refactor-cleaner
리팩토링, 데드 코드, 사용하지 않는 코드, 코드 정리, 클린업 - Identifies and removes dead code, unused imports, and redundant code. Systematic cleanup while maintaining functionality.
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