Employee agent lifecycle management system. Use when working with agents/ directory employee agents - starting, stopping, monitoring, or assigning tasks to Dev/QA agents running in tmux sessions. Completely independent of CAO, uses only tmux + Python.
Use Linear MCP server functions to interact with Linear issues, projects, teams, and comments. Use when: (1) Fetching issue requirements and acceptance criteria from Linear, (2) Validating PR changes against Linear issue requirements, (3) Creating or updating Linear issues and comments, (4) Checking issue status, labels, or relationships, (5) Listing issues by team, assignee, or project, or (6) Any Linear project management operation. Requires Linear MCP server configured and authenticated.
Diagnose, fix, and optimize GitHub Actions workflows for Rust projects. Use when setting up CI/CD, troubleshooting workflow failures, optimizing build times with caching, or ensuring best practices for testing, linting, and releases.
Plan and architect a single chapter at beat-level granularity. Use when you have a chapter from the Architecture Document and need to create a detailed outline before drafting. Produces a Chapter Outline Document for use by draft-coach or ghostwriter.
Flutterプロジェクトの画面定義書（screen specification）を作成・管理するスキル。
Create professional Mermaid diagrams with proper styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture visualizations.
Create a structured format for documenting feature requirements as user stories. JSON files with testable acceptance criteria that AI agents can verify and track.
Use when planning software development tasks, before writing code or implementation plans - refines rough technical ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. For software architecture, components, data flow, and technical design decisions. Don't use during clear 'mechanical' coding processes
Show project detail. Requires authentication. Use for project management operations
Use when discussing architecture, adding features, or understanding fancai project structure. Provides technology overview and conventions.
Review pull requests by integrating GitHub operations with Linear issue tracking. Use when: (1) Validating PR changes against Linear issue requirements, (2) Checking if PR addresses all acceptance criteria from Linear issues, (3) Creating comprehensive PR reviews that link code changes to project requirements, (4) Identifying gaps between PR changes and issue requirements, or (5) Posting review findings to both GitHub PRs and Linear issues. Combines GitHub CLI operations with Linear MCP functions for end-to-end PR review workflows.
Create pre-registration documents for research transparency. Use when: (1) Before data collection, (2) Grant submissions, (3) Ensuring reproducibility, (4) Meeting open science standards, (5) Preventing HARKing.
Verify feature requests align with project constitutional principles - applies decision framework systematically and provides clear align/reject/revise recommendation with detailed reasoning
Software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application".
Implement PRDs/specs with a mandatory precheck review before coding. Use when a user asks to implement a PRD/feature spec/requirements doc or says "implement PRD/spec". Perform a preflight review, raise questions on scope/consistency/risks, then implement after confirmation.
Expert guide for building production-grade SwiftUI interfaces across iOS, macOS, watchOS, and tvOS. Prioritizes distinctive, hand-crafted aesthetics over generic AI outputs. Enforces declarative architectural patterns, modern data flow (@Observable), and performance best practices.
Develop, refine, and maintain project constitutional principles - uses Socratic questioning to eliminate ambiguity and ensure perfect clarity on design values and non-negotiables
Create email marketing campaigns including newsletters, drip sequences, promotional emails, and transactional emails. Use when writing email copy, designing email templates, or planning email automation.
Develop ebook ideas into structured concepts ready for architecture. Use when the user has an ebook idea (from a brainstorm document, existing content to repurpose, a book section to extract, or a fresh concept) and wants to develop it into a clear, validated concept. Produces an Ebook Concept Document with reader, transformation, promise, content source, scope/format, and key topics. Handles multi-session development with living documents.
