Tools

This skill should be used for thorough AI review via Codex CLI (gpt-5.2-max). Triggers include architectural decisions, blocking issues, final review before done, or when consult-light escalates due to low confidence.

Create CrewAI workflows as NestJS applications under apps/crewai/. FUTURE: Same pattern as LangGraph - NestJS app, same webhook pattern as n8n, receive same parameters, wrap as API agents. CRITICAL: Status webhook URL must read from environment variables.

Session history search

Enforce comprehensive deployment verification after deploying code, scripts, or configurations. Use after any deployment, build, or installation operation. Prevents deployment verification failures (FP-9).

A clear description of when this skill should activate and what it does

Incremental migration from legacy systems. Run old and new in parallel, gradually shift traffic, rollback at any point. Zero downtime, production-validated.

MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows

Fast type checking for single files. Never hangs, always answers in <5s.

Comprehensive plugin development toolkit for creating, testing, and managing plugins across multiple platforms with scaffolding, validation, and deployment utilities.

Creates text-based visualizations and reports showing the relationship between spelling errors and semantic distance. Use when you need to visualize experimental results.

Generate descriptive commit messages by analyzing git diffs. Use when the user asks for help writing commit messages or reviewing staged changes.

Proteomics analysis toolkit for label-free quantitative proteomics. Invokes R scripts for normalization, visualization (volcano, heatmap, PCA, LOPIT), pathway analysis (KEGG, ConsensusPathDB), and protein list cross-referencing (MISEV2018, SASP, Matrisome). USE WHEN user says 'analyze proteomics', 'volcano plot', 'normalize protein data', 'pathway enrichment', 'check EV markers', 'SASP analysis', 'matrisome', OR mentions q-value, fold-change, or protein quantification.

MUST INVOKE this skill when creating focused prompts in .prompts/prompts/ and multi-stage chains in .prompts/metaprompt/. Create, audit, and maintain all types of prompts including standalone prompts and meta-prompts for AI-to-AI workflows.

Zustand state management for React Native. Use when implementing client-side state.

Use when encountering gcloud or bq CLI formatting errors, quote escaping issues, command substitution problems, or when debugging CLI commands. Provides solutions for backtick usage, heredoc syntax, timestamp filters, parameter escaping, and multiline command formatting.

대한민국 개인 자산관리 전문가. 공식 경제지표, 정부 정책, 세제, 부동산/금융 데이터를 기반으로 자산 배분, 투자 타이밍, 절세 전략을 조언한다. (1) 자산 포트폴리오 분석 및 리밸런싱, (2) 부동산/주식/채권/예금 투자 타이밍 판단, (3) 연금/ISA/절세 상품 비교 및 전략, (4) 정책 변화에 따른 자산 재배치, (5) 정책 리드타임을 활용한 Alpha 전략 수립 시 사용한다.

This skill should be used when the user asks to "update spec", "update plan", "create derive artifacts", "check progress", "session continuity", "derive documents", or needs guidance on managing the persistent documentation artifacts used by the DERIVE workflow. Provides templates and guidance for each artifact type.

CronWorkflow patterns for scheduled automation: time-based execution, concurrency policies, orchestration pipelines, and GitHub Actions integration for DevSecOps.

評估日文詞彙卡片的語用延伸需求。分析六個面向：敬語、語氣、語域、褒貶義、暗喻、同義詞對比。使用時機：- 當想了解某個詞彙需要哪些延伸卡片- 當需要評估詞彙的語用複雜度- 當探索詞彙的社會語言學特徵- 當人工判斷是否需要建立延伸卡片關鍵字：延伸需求、敬語延伸、同義詞對比、語域分析、延伸卡片、語用分析

为精炼的User Story增加真实场景描述、用户心理和具体对话，让US对PM/客户更亲切易懂。适合在US初稿完成后、需要向客户展示理解或准备验收时使用，当US格式正确但缺乏场景感时。帮助不熟悉敏捷的PM/BA、需要对外沟通的团队，通过丰富的场景感让需求文档更容易被理解和接受。