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Programmer Cognition
by
KingOfZhao
· GitHub ↗
· v1.0.0
· MIT-0
143
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0
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1
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Install in OpenClaw
/install programmer-cognition
Description
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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install programmer-cognition - After installation, invoke the skill by name or use
/programmer-cognition - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is Programmer Cognition?
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. It is an AI Agent Skill for Claude Code / OpenClaw, with 143 downloads so far.
How do I install Programmer Cognition?
Run "/install programmer-cognition" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Programmer Cognition free?
Yes, Programmer Cognition is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Programmer Cognition support?
Programmer Cognition is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Programmer Cognition?
It is built and maintained by KingOfZhao (@kingofzhao); the current version is v1.0.0.
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