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mcp-prompts

by sparesparrow11221GitHub

This skill orchestrates development tools like cppcheck and pylint with a self-improving learning loop. It queries an external prompt server for previously successful configurations, uses them, and captures new ones. It handles project detection, build error parsing, and test execution with framework awareness.

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Target Audience

Developers working on mixed-language projects (C++, Python) who want to automate and improve code analysis and testing workflows over time.

7/10Security

Low security risk, safe to use

9
Clarity
8
Practicality
7
Quality
6
Maintainability
9
Innovation
Development
self-learningtool-orchestrationstatic-analysisbuild-errortest-automation
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Skill Collection

2 Skills
Coming Soon
scripts

Evaluation

Pros

  • 实现了具体的学习循环,能捕获并复用成功的工具配置。
  • 提供了清晰的执行模式示例(前/中/后)和可见的反馈。
  • 在一个包内处理多种开发任务(静态分析、测试、错误诊断)。
  • 设计上考虑了学习服务器不可用时的优雅降级。

Cons

  • 严重依赖外部mcp-prompts服务器;本地回退逻辑未详细说明。
  • 学习置信度模型(低/中/高)较为简单,文档中未验证其有效性。
  • 脚本基于Shell,可能限制在不同操作系统间的可移植性。

Summary

该技能通过自学习循环协调cppcheck、pylint等开发工具。它查询外部提示服务器获取历史成功配置并应用,同时捕获新配置。功能包括项目类型检测、构建错误解析和框架感知的测试执行。

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Source: https://github.com/sparesparrow/mcp-prompts

Content curated from original sources, copyright belongs to authors

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WORKS WITH

Claude Code
Claude
Codex CLI
Codex
Gemini CLI
Gemini
O
OpenCode
O
OpenClaw
GitHub Copilot
Copilot
Cursor
Cursor
W
Windsurf
C
Cline
R
Roo
K
Kiro
J
Junie
A
Augment
W
Warp
G
Goose