According to AlphaMoat, as of 2026-06, ai-architecture-harness-zh has 921 downloads and 0 stars — ranked #12,616 of 63,926 Claude skills overall, and #2,461 of 10,757 in AI Agent.
建立和使用 AI 编程架构护栏，防止架构坍缩、功能回退和长对话迭代漂移。Use when the user mentions AI 编程, Agent 编程, 架构坍缩, Harness Engineering, 设计意图, 验收规则, 黄金法则, 架构测试, 或希望让代码库更适合 AI Agent 安全修改。
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-06 | 921 | — | 0 | 34 |
A skill where the agent logs it's own findings for self-improvement
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Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...
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Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
Universal API integration skill for enterprise platforms. Connect to any platform using Swagger/OpenAPI discovery.
Establish and use architectural guardrails for AI-assisted coding to prevent architecture collapse, feature regression, and drift across long multi-turn iter...
根据用户描述的 bug 现象（症状）匹配已沉淀的 bug 案例库，快速判断这是哪类问题、根因在哪、如何排查。每次成功诊断后会把新案例沉淀到案例库，持续积累经验。适用于用户报告"奇怪的报错 / 间歇性失败 / 某些环境才复现 / 日志很诡异"的场景。
Diagnoses bugs by matching user-reported symptoms against a curated library of past bug cases under experience/, using prior cases as memory references (neve...
统一调用源码、数据库、服务器日志、软件平台查询等多能力体系进行 BUG 定位与闭环论证。用于用户要求“必须基于真实数据给出结论与证据链”，而非仅代码静态分析的场景。
Data month: 2026-06 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.