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Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.

从 JSON 数据生成自包含的 HTML/SVG 信息图，支持 KPI 统计卡片、分组柱状图对比、流程图和混合仪表盘四种类型，提供 8 套配色方案和 24 个内置图标，输出完全自包含的 HTML 文件，无需外部依赖。当用户需要数据可视化、信息图、图表、仪表盘，或提及生成图表、制作 dashboard、展示统计数据等请求时触发。

Optimize resumes by matching keywords to the job description, rewriting experience with the quantified STAR method, and checking ATS compatibility. Triggered when users ask for resume help, review, or polishing, mention JD matching, STAR method, ATS, or want to tailor their resume for a specific role.

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch.

Analyzes competitor SEO and GEO strategies—their ranking keywords, content, backlinks, and AI citations—to reveal opportunities to outperform them. Triggered by requests like \"analyze competitors,\" \"competitive SEO,\" \"who ranks for,\" \"what are my competitors doing,\" or \"why do they rank higher.

Analyze codebases and automatically generate architecture diagrams, flowcharts, and org charts. Uses AST parsing to map import dependencies for Python, JS/TS, Go, and Java, outputting Mermaid or SVG files. Triggered when users ask to visualize code architecture, understand dependencies, draw a flowchart, or create a module diagram from source code.

Swarm-aware backend building that grafts tRPC + Drizzle ORM + Hono onto an existing webapp-building-swarm frontend. Grafts in place on a worktree of the shared repo (created via swarm-workspace) and commits on a backend branch the main agent merges. Supports incremental features (db, auth) and fullstack-template provisioning (--template). Use when the user needs a backend, API, database, server, or authentication in a swarm setup. Requires webapp-building-swarm first.

Backend building that grafts tRPC + Drizzle ORM + Hono onto an existing webapp-building frontend. Supports incremental features (db, auth). Use when the user needs a backend, API, database, server, authentication, or wants to add tRPC/Drizzle to their webapp-building project. Requires webapp-building first.