config

把学术论文里的方法/算法落地到工业级场景，产出可行性评估、技术方案和 Gap 分析。当用户提供一篇论文 + 一个工业场景，问"这篇论文怎么落地"、"能不能用在我这个场景"、"怎么工程化"时使用。触发词："论文落地"、"这篇论文怎么用在"、"paper to production"、"工程化这篇论文"、"工业级复现"、"评估下这篇论文能不能落地"。纯离线分析，不联网。

Record what was done in the current session to a dated log folder under ./inbox/. Use when user says "/log", "log this", "record this", "save a log", "write it down", or wants to archive what they've been working on.

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".

Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.

Aggressive AI coding guidelines inspired by Linus Torvalds. Enforce data structure supremacy, simple code, proof over hand-waving, and a bogus-shit detector.

Enforce personal shell scripting conventions when writing or editing bash scripts. Use when creating, modifying, or reviewing shell scripts (.sh, bash scripts in PATH, or any file with bash shebang).

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.