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Random fixes waste time and often create new defects. This skill guides Claude, Codex, and Claude Code through evidence gathering, hypothesis testing, and verified fixes.

Unvetted agent skills can hide prompt injection, credential theft, persistence, or unsafe dependencies. This skill combines offline scanning with guided semantic review.

WeChat Mini Program auth is easy to misapply when CloudBase identity is automatic. This skill gives practical patterns for wx.cloud, OPENID, UNIONID, and cloud functions.

CloudBase MySQL operations need clear tool choice and safety checks. This skill guides agents through MCP-based provisioning, querying, schema changes, and permission reviews.

AI coding sessions lose important project context over time. This skill keeps decisions, current work, and progress in structured Markdown files.

Complex features often have several valid implementation paths. This skill runs independent agent implementations, reviews them, and helps select the strongest result.

Feature work can pass shallow tests while failing against real systems. This skill guides Claude, Codex, and Claude Code to prove behavior with scenario tests and documented real-dependency checks.

Complex software choices can be hard to judge from discussion alone. Test Kitchen guides parallel designs, implementations, reviews, and winner selection.

Large features are hard to split across autonomous coding agents. This skill provides a worktree-based workflow for issue design, wave planning, monitoring, merging, and cleanup.

Long-running AI work often loses decisions, blockers, and session state. This skill provides practical workflows for checkpoints, handoffs, memory records, and compact context sharing.

Music generation and repair can require separate tools and costly services. This skill routes generation, inpainting, and outpainting through ACE Step on RunComfy.

Creating structured music from text often requires specialized audio tools and manual setup. This skill guides RunComfy CLI requests for songs, instrumentals, jingles, and loops.