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Programmer Cognition
作者
KingOfZhao
· GitHub ↗
· v1.0.0
· MIT-0
143
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install programmer-cognition
功能描述
程序员认知 Skill —— SOUL 五律适配软件开发,代码审查四向碰撞+部署红线+CI自进化
安全使用建议
This skill's docs describe a useful code-review/CI assistant, but the package contains only documentation files — no implementation. Before installing or using it: 1) ask the publisher for the actual code/package referenced by the examples (the Python module and clawhub package), 2) verify any install artifact comes from a trusted source (GitHub repo releases or your internal registry) and inspect the code for what files/paths it reads or what endpoints it calls, 3) do not provide CI/production credentials or grant workspace access until you confirm exactly what integrations are required, and 4) prefer installing in a sandbox/test environment first to observe behavior. If the publisher cannot provide the implementation or if an install artifact differs from these docs, treat it as potentially untrusted.
功能分析
Type: OpenClaw Skill
Name: programmer-cognition
Version: 1.0.0
The 'programmer-cognition' skill bundle is a set of cognitive guidelines and best practices designed to improve an AI agent's software engineering capabilities. It emphasizes safety through 'Red Lines' (e.g., forbidding hardcoded keys and bare exceptions), structured debugging, and rigorous code review processes. No evidence of data exfiltration, malicious execution, or prompt injection was found; the content is entirely aligned with its stated purpose of enhancing developer workflows and code quality.
能力评估
Purpose & Capability
The name/description (programmer cognition, code review, CI checks) match the SKILL.md content. However, the SKILL.md includes Python usage examples (import skills.programmer_cognition, ProgrammerCognition class) and an install command (clawhub install / cp -r) even though the skill bundle contains no code files or install spec. That inconsistency means the skill as published does not include the executable implementation it documents.
Instruction Scope
The instructions and checklists themselves are scoped to developer tasks (code review, debug templates, pre-deploy checklist). They don't explicitly instruct the agent to read arbitrary system files or exfiltrate secrets. However, the text assumes the skill will interact with CI/CD, logs, and a workspace; the SKILL.md does not define how those integrations happen or what paths/endpoints are used, leaving room for ambiguity at runtime.
Install Mechanism
No install spec or packaged code is present (instruction-only). That is low-risk from an installation-execution perspective, but it reinforces the coherence problem: the README and SKILL.md show install/use commands while nothing to install is included.
Credentials
The skill does not request environment variables, binaries, or credentials in metadata. The documented redlines explicitly forbid hardcoding keys and direct production DB ops. Still, the runtime examples imply access to workspace, CI, and logs — you should not grant credentials or access until you confirm what integration points the implementation actually requires.
Persistence & Privilege
Flags: always:false and no special OS restrictions. There is no evidence the skill requests persistent/privileged presence. HEARTBEAT.md describes periodic checks conceptually, but without code there is no autonomously executing component installed by this package.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install programmer-cognition - 安装完成后,直接呼叫该 Skill 的名称或使用
/programmer-cognition触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Skill工厂: SOUL五律×程序员适配, 四向代码碰撞, 调试方法论, 6条红线
元数据
常见问题
Programmer Cognition 是什么?
程序员认知 Skill —— SOUL 五律适配软件开发,代码审查四向碰撞+部署红线+CI自进化. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 143 次。
如何安装 Programmer Cognition?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install programmer-cognition」即可一键安装,无需额外配置。
Programmer Cognition 是免费的吗?
是的,Programmer Cognition 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Programmer Cognition 支持哪些平台?
Programmer Cognition 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Programmer Cognition?
由 KingOfZhao(@kingofzhao)开发并维护,当前版本 v1.0.0。
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