用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/whyzsm/tiny-agents --skill understand-explain命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
| name | understand-explain |
| description | Use when you need a deep-dive explanation of a specific file, function, or module in the codebase |
| argument-hint | ["file-path"] |
Provide a thorough, in-depth explanation of a specific code component.
The knowledge graph JSON has this structure:
project — {name, description, languages, frameworks, analyzedAt, gitCommitHash}nodes[] — each has {id, type, name, filePath?, summary, tags[], complexity, languageNotes?}
file:path, function:path:name, config:path, article:pathedges[] — each has {source, target, type, direction, weight}
layers[] — each has {id, name, description, nodeIds[]}tour[] — each has {order, title, description, nodeIds[]}Check that .understand-anything/knowledge-graph.json exists. If not, tell the user to run /understand first.
Find the target node — use Grep to search the knowledge graph for the component: "$ARGUMENTS"
src/auth/login.ts): search for "filePath" matchessrc/auth/login.ts:verifyToken): search for the function name in "name" fields filtered by the file pathid, type, summary, tags, and complexityFind all connected edges — Grep for the target node's ID in the edges section:
"source" matches → things this node calls/imports/depends on (outgoing)"target" matches → things that call/import/depend on this node (incoming)Read connected nodes — for each connected node ID from step 3, Grep for those IDs in the nodes section to get their name, summary, and type. This builds the component's neighborhood.
Identify the layer — Grep for the target node's ID in the "layers" section to find which architectural layer it belongs to and that layer's description.
Read the actual source file — Read the source file at the node's filePath for the deep-dive analysis.
Explain the component in context:
contains edges)Single-Agent T-MAX Java backend architecture and engineering rule package. Use when Codex must design, implement, review, or diagnose T-MAX backend services involving Java 8, Spring Boot, Kylin, MyBatis XML, TiDB/MySQL, Apollo/Nacos, Feign, AnePageHelper, ResponseResult/DataGridResult, UEP export, Redis, RabbitMQ, or Maven multi-module repositories. Routes one Agent through repository intake, architecture decisions, API/data contracts, implementation diagnosis, quality/security review, and bounded evidence loops while keeping builds, tests, live calls, commits, and pushes as separate authority boundaries.
Create polished consulting-style single-file HTML research reports from messy business notes, screenshots, metrics, and iterative user feedback. Use this skill whenever the user asks for a 咨询风/艾瑞咨询风/研究报告/汇报报告/HTML报告, wants business or AI landing-practice material turned into a management-facing report, asks to add charts/diagrams, or asks to update report metrics and keep the whole HTML report consistent.
Audit HarmonyOS applications for AppGallery/AGC release readiness, including Huawei UX/HMI controls, system-feature integrations, and performance gates for multi-input interaction, latency, frame rate, content display, memory, and CPU. Use when users ask for 鸿蒙上架自检、应用市场审核、AGC发布前检查、控件/系统特性/人机交互/签名/隐私/权限/截图/性能核对或 release 包门禁, especially for Stage-model projects with module.json5, build-profile.json5, hvigorw, and local-first data constraints.
基于 SOC 职业分类