cs-ralph-runner SKILL.md skillA
cs-ralph-runner from chenshuo2004/cs-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add chenshuo2004/cs-skills/cs-ralph-runner@git:20261006.c2a8989Pins git:20261006.c2a8989 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- chenshuo2004/cs-skills
- Path
cs-ralph-runner/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261006.c2a8989, committed Oct 6, 2026
- First version recorded
- Aug 11, 2026
- Size
- 2,945 bytes
- Repository stars
- 204
- License
- MIT
将 Markdown 需求转换为 Ralph PRD，并在本地 Git 项目执行 overview 或有界 no-commit 构建。用户明确要求 Ralph 工作流时使用；不作为普通开发任务的默认循环器。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills --> # CS Ralph Runner 保留用户指定的 Ralph 工作流，完成需求转 PRD、项目预检和要求的执行。更强的模型不需要把每个普通开发请求都改造成循环代理。 ## 输入与模式 需要实际 Markdown 需求和目标 Git 仓库；用户明确提供的路径优先。文档未指定时先检查会话与当前项目中明确对应的需求；仅有多个无法区分的候选才询问。未指定项目时使用当前 Git 仓库。别名仅在使用别名时读取 [projects](references/projects.json)。 执行前读取 [run policy](references/run-policy.json)，保留本地约定：默认 1 次迭代、no-commit、缺工具不自动全局安装、执行预告不要求确认。 - plan / dry-run：读取需求、生成独立 PRD 与 overview；不启动 build。不把 overview 失败时的猜测称作真实预览。 - no-commit build：真实执行任务，可以修改代码；--no-commit 只禁止提交。 - commit build：沿用当前会话对 Ralph 运行内提交的明确授权；不包含推送/部署。 只要必需输入与授权已具备就连续完成。用户说“运行并允许提交”本身已给提交授权，不重复询问。 ## 执行 核对仓库、工作区、Ralph/Codex 版本和现有配置。按 [CLI 工作流](references/cli-workflow.md) 生成有业务验收条件的 stories，按真实依赖划分，不为凑固定数量拆任务。 已有 PRD/配置先检查能否复用；生成新文件可用独立名称，不覆盖用户配置。工作区有改动时遵守 stopOnDirtyWorktree：不得在原脏目录直接运行构建。可创建隔离工作区；若任务依赖未提交内容，必须将其纳入隔离副本并核对，否则说明输入缺口。不要自动 stash/reset 用户工作。 保留宿主的审批、沙箱与工具策略，不写绕过它们的 AGENT_CMD。Windows 使用实际可用的 .cmd 和 Git Bash 路径；根据 help 核实当前参数，不猜安装路径。 运行前给简短预告：目标、模式、迭代数、命令和日志。执行日志保留完整文件，聊天只提供进展和重要失败；等待时保持用户可见进度。 ## 验收与恢复 检查每次运行的 story、状态、产物、实际验证以及 Git 前后变化。no-commit 运行若产生提交，视为约束失败。overview、进程退出和代码验收分别记录，不等同。 …
Read the whole file at its exact version.
How to install
mdr add chenshuo2004/cs-skills/cs-ralph-runner@sha256:422047cd9791d7afThe line at the top of this page pins the label git:20261006.c2a8989, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_lx25d7yknf2tyyop)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 11, 2026 and Oct 6, 2026, about one every 56 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261006.c2a8989 latest | 2026-10-06 | c2a8989 | 2,945 B | A | view · diff |
| git:20260811.08cc3c6 | 2026-08-11 | 08cc3c6 | 11,806 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2945 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
chenshuo2004/cs-skills · 204 stars · license MIT · pushed 2026-10-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lx25d7yknf2tyyop GET https://markdownregistry.com/api/v1/resolve?ref=chenshuo2004/cs-skills/cs-ralph-runner GET https://markdownregistry.com/api/v1/blob/422047cd9791d7af8aa3bdde6428029700f7fb6d69fa6aeb1f7e9f2c5d6343e0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.