According to AlphaMoat, as of 2026-06, bug-pattern-diagnosis has 516 downloads and 0 stars — ranked #29,297 of 63,926 Claude skills overall, and #4,027 of 8,476 in Development.
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。
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-06 | 516 | — | 0 | 19 |
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
AI-powered platform for rapid full-stack app development, autonomous agents, workflow automation, and scalable product creation with low-code and AI integrat...
Multi search engine integration with 16 engines (7 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra...
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
YouTube Data API integration with managed OAuth. Search videos, manage playlists, access channel data, and interact with comments. Use this skill when users want to interact with YouTube. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).
Essential Docker commands and workflows for container management, image operations, and debugging.
Search real code snippets and documentation from GitHub, docs sites, and Stack Overflow for accurate syntax and usage examples.
Essential Git commands and workflows for version control, branching, and collaboration.
Universal API integration skill for enterprise platforms. Connect to any platform using Swagger/OpenAPI discovery.
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。
Establish and use architectural guardrails for AI-assisted coding to prevent architecture collapse, feature regression, and drift across long multi-turn iter...
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.