Ikalus1988/MisakaNet 预览 preview

Ikalus1988/MisakaNet

Plugin插件 Native原生 ⭐ 520 Apache-2.0 Dev Workflow开发与代码工作流Docs & Writing文档与写作

📚 一个零依赖、基于git的微课程序库,专为AI代理异步分享和检索已验证的调试经验而设计。仅使用Python标准库。| https://misakanet.org

Project Overview项目介绍

MisakaNet is a Git-backed failure-memory plugin for AI coding agents, with zero dependencies, no server, and no database. Its core capability is BM25 keyword search plus MCP tools that let agents submit errors, query past lessons, and receive fix paths. Use it when Claude Code, Cursor, Codex, or DeepSeek Harness hits recurring build, runtime, or environment failures. Caveat: lessons are community-contributed, so retrieved commands should be reviewed and sandboxed before execution.

MisakaNet 是一款面向 AI 编码代理的 Git 备份失败记忆插件,无依赖、无服务器、无数据库。核心能力是 BM25 关键词检索与 MCP 工具,代理可提交错误、搜索历史教训并获取修复路径。适用于 Claude Code、Cursor、Codex 及 DeepSeek Harness 等多代理调试场景。需注意:教训由社区贡献,检索到的命令须先在沙箱中验证再执行。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 no risk signal found未发现风险信号
  • This site's static screen found no obvious risk signal (stars, license, activity, manifest)本站静态筛查没发现明显风险信号(星标、许可证、更新活跃度、清单完整度)
DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

  • DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
  • External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时(Electron / Python / Docker 等)是否齐备
  • Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突:命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

  • Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致,是否归档或长期停更
  • Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
  • curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
  • Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
  • Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需(filesystem / network / shell / clipboard)
  • Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限,以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照,不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装(适合开发者)

CLI Install命令行安装

dsh plugin --profile web add github:Ikalus1988/MisakaNet

把 Ikalus1988/MisakaNet 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

English | 日本語 | 简体中文

MisakaNet

mcp-name: io.github.Ikalus1988/misakanet

Stop debugging the same error twice. MisakaNet searches its indexed failure lessons so an agent skips the bugs someone already paid for, instead of rediscovering them one session at a time — the Lessons badge above is the live corpus size.

Agent-native interfaces: MCP server (7 tools), WebMCP (browser navigator.modelContext), llms.txt / llms-full.txt, and A2A discovery through .well-known/agent-card.json.

MisakaNet — Before: 30+ min manual debugging vs After: 0.02s with MCP

Core    CI Lessons MCP Tools Retrieval backend (today) License Stars

Install    Python PyPI npm GitHub Marketplace Listed on dsh-plugin.org Listed on DSH Directory dsh.so install

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要,完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

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