Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Use when executing implementation plans with independent tasks in the current session
Replace with description of the skill and when Claude should use it.
Systematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search...
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running...
Create kpiee design docs (basic or detail) in kpiee-designs using repo templates. Use when asked to draft 基本設計書 or...
Review pull requests with emphasis on code formatting/style consistency and architecture adherence (clean/onion/DDD,...
Convert approved plans into intent-based beads with self-assessment gate. Each bead is a work package for a...
Transform rough ideas into validated designs through deep understanding, research, and documentation synthesis....
Execute approved beads using sub-agent model. Each bead is a work package - agent loads surgical context, designs,...
Transform validated designs into hierarchical implementation plans that serve as permanent documentation. Plans...
Multi-perspective code review using parallel agents. Consolidates findings by severity for user approval. Use when...
Generate, evaluate, and iterate on agent skills using HuggingFace's Upskill tool. Transfer domain expertise from...
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Comprehensive guide for interacting with the hydric Token Baskets system. Use this skill when you need to discover,...
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting...
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Analyze images using AI with the understand_image tool
Search the web for current information using the web_search tool
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages,...
When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email...