SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER

ripwire

redhat-et/ripwire

The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents.

打开仓库Open repository

怎么装：Install: git clone https://github.com/redhat-et/ripwire.git

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+0.5%+0.5%

2.4k → 2.4k stars · 3 个快照2.4k → 2.4k stars · 3 snapshots

状态STATUS

持续活跃Active

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

GIT-CLONE

$

README 里给出的安装方式。The installation method given in the README.

GIT-CLONE

$

README 里给出的安装方式。The installation method given in the README.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

需检查Needs review

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/redhat-et/ripwire
原始数据哈希Raw data hash: 5455c49a71aeb8d3e0c7c7370b93014d
解析时间Parsed at: 2026-10-05T22:12:53.819Z
最后一次验证Last verified: 2026-10-05T13:45:39.240Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:repo:topic-context-engineering
分类来源Category source: rules
焦点Focus: token (6)

静态扫描STATIC SCAN

01执行 Shell 命令Runs shell commandsreadme

agent can run shell commands — Claude Code, Codex, Cursor, Windsurf, Gemini, opencode, aider — it is

02执行 Shell 命令Runs shell commandsskills/ripwire-before-you-build/SKILL.md
```
allowed-tools: Bash
```
03读写本地文件Reads and writes local filesskills/ripwire-opt-remarks/SKILL.md
```
allowed-tools: Edit
```

这里只做静态扫描：读 README、SKILL.md 和依赖清单，不执行代码。没有命中不代表安全。This is static scanning only: we read the README, SKILL.md and dependency list, and never execute code. No findings does not mean safe.

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude/"
    },
    {
      "agent": "codex",
      "evidence": "readme: …ls/install.sh --codex # Codex CLI: the task-shaped skills that…"
    },
    {
      "agent": "cursor",
      "evidence": "readme: …the mcpServers stanza for .cursor/mcp.json (or ~/.cursor/mcp.json) ripwi…"
    },
    {
      "agent": "windsurf",
      "evidence": "readme: …laude Code · Codex · Cursor · Windsurf · Gemini · opencode · aider</…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …Cursor · Windsurf · Gemini · opencode · aider</summary> One self-c…"
    }
  ],
  "apiKey": "leakage** — does `env` pass `ANTHROPIC_API_KEY`, `GITHUB_TOKEN`, or similar to a third",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 3,
      "dev-tools": 8,
      "indie-web": 0,
      "skill-agent": 14,
      "productivity": 3
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": "Objective-C/C++ · C · Metal · CUDA · Python · Go · Swift · TypeScript · Ja",
  "skillMdTotal": 19,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 1,
    "agent": 1,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 2,
    "security": 0,
    "marketing": 0,
    "productivity": 1
  },
  "classification": [
    {
      "signal": "19 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 26 markdown files",
      "weight": 0.75
    },
    {
      "signal": "README describes a Claude / Agent Skill",
      "weight": 0.7
    },
    {
      "signal": "README ships an mcpServers config for this server",
      "weight": 0.7
    },
    {
      "signal": "MCP topic + README",
      "weight": 0.6
    },
    {
      "signal": ".mcp.json (configures servers it uses)",
      "weight": 0.3
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    ".claude/skills/emitting-output/SKILL.md",
    "skills/hermes/ripwire-repo-map/SKILL.md",
    "skills/ripwire-before-you-build/SKILL.md",
    "skills/ripwire-change-check/SKILL.md",
    "skills/ripwire-find-bug/SKILL.md",
    "skills/ripwire-fresh-eyes/SKILL.md",
    "skills/ripwire-graph-query/SKILL.md",
    "skills/ripwire-handoff/SKILL.md",
    "skills/ripwire-layers/SKILL.md",
    "skills/ripwire-mcp/SKILL.md",
    "skills/ripwire-navigate/SKILL.md",
    "skills/ripwire-opt-remarks/SKILL.md",
    "skills/ripwire-orient/SKILL.md",
    "skills/ripwire-perf-target/SKILL.md",
    "skills/ripwire-quality-bar/SKILL.md",
    "skills/ripwire-reuse-first/SKILL.md",
    "skills/ripwire-router/SKILL.md",
    "skills/ripwire-security-scan/SKILL.md",
    "skills/ripwire-write-tests/SKILL.md"
  ],
  "skillMdFetched": 19
}