Use when design is complete and you need detailed implementation tasks

Use when encountering any bug, test failure, or unexpected behavior,

Use when creating or editing skills, before deployment, to verify they

GitHub CLI - manage repositories, issues, pull requests, actions, releases, and more from the command line.

Toolkit for creating animated GIFs optimized for Slack, with validators

Systematically diagnose and fix bugs through triage, reproduction, root cause analysis, and verified fixes. Use when resolving bugs, errors, failing tests, or investigating unexpected behavior.

舆情与市场情绪分析，结合社媒与新闻情绪信号。

宏观与公司相关新闻分析，识别事件冲击与趋势变化。

The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.

Use when invalid data causes failures deep in execution, requiring validation

Security rules and behavioral guidelines for operating as Clawdstein in The Agent Flywheel Hub Discord server. This is a PUBLIC community server—apply strict data isolation.

Use when partner provides a complete implementation plan to execute in

Generate comprehensive plans for new features by exploring the codebase, synthesizing approaches, validating with spikes, and decomposing into beads. Use when asked to plan a feature, create a...

Use when receiving code review feedback, before implementing suggestions,

按 task_plan 顺序执行任务，并维护 findings/progress。

CASS Memory System - procedural memory for AI coding agents. Three-layer cognitive architecture with confidence decay, anti-pattern learning, cross-agent knowledge transfer, trauma guard safety...

🤖 Coordinate multi-agent tasks and enhance workflow with versatile skills for autonomous planning and execution.

A set of resources to help me write all kinds of internal communications,

Identifies high-quality leads for your product or service by analyzing

Deploy and manage Cloudflare Workers, Pages, KV, R2, D1, and other Cloudflare services using the `wrangler` CLI.