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Install in OpenClaw
/install xiaobai-cognitive-debt-guard
Description
Cognitive Debt Guard - Prevent the 23.5% incident spike from AI-generated code. Comprehension gates, review frameworks, and AI-free zones. Based on 2026 rese...
Usage Guidance
This skill is a set of human-centered review rules and is internally consistent with its stated purpose. Because it is instruction-only and requests no credentials or installs, it has a low technical risk profile. Before installing/activating: (1) confirm how your agent platform maps the listed trigger phrases to actions so it won't run unexpectedly; (2) decide where MEMORY.md will live (repo, wiki, or editor) and ensure it does not contain sensitive secrets; (3) treat the skill as policy/advice — it won't automatically enforce checks unless your agent environment has automations that act on its outputs. If you need strict enforcement, pair these guidelines with CI checks or tooling that you control.
Capability Analysis
Type: OpenClaw Skill
Name: xiaobai-cognitive-debt-guard
Version: 1.0.0
The skill bundle is a purely documentation-based framework (SKILL.md) designed to mitigate 'cognitive debt' in AI-assisted development. It contains no executable code, scripts, or network calls, and its instructions to the AI agent are focused on safety, code review quality, and human comprehension rather than malicious subversion or data exfiltration.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match SKILL.md content: this is a prescriptive review framework and set of team practices for handling AI-generated code. It does not request unrelated binaries, credentials, or install steps.
Instruction Scope
The runtime instructions are behavioral (checklists, templates, trigger phrases). They recommend keeping a MEMORY.md open and applying comprehension gates but do not contain commands, file reads, or network calls. One operational note: the skill defines activation trigger phrases — verify how the agent platform interprets those (manual invocation vs automatic hooks) to avoid unexpected activations. Also confirm whether MEMORY.md is stored in a repo/workspace and whether the agent would be able to open it in your environment (the skill itself does not request access).
Install Mechanism
No install spec and no code files — instruction-only skill, so nothing is written to disk or fetched at install time.
Credentials
No environment variables, credentials, or config paths are requested. The guidance about 'AI-free zones' and MEMORY.md is policy-level and does not require secrets or external keys.
Persistence & Privilege
always:false and user-invocable:true (defaults). The skill does not request permanent presence, nor does it instruct modifying other skills or global agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaobai-cognitive-debt-guard - After installation, invoke the skill by name or use
/xiaobai-cognitive-debt-guard - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Prevent 23.5% incident spike from AI code
Metadata
Frequently Asked Questions
What is Cognitive Debt Guard?
Cognitive Debt Guard - Prevent the 23.5% incident spike from AI-generated code. Comprehension gates, review frameworks, and AI-free zones. Based on 2026 rese... It is an AI Agent Skill for Claude Code / OpenClaw, with 105 downloads so far.
How do I install Cognitive Debt Guard?
Run "/install xiaobai-cognitive-debt-guard" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Cognitive Debt Guard free?
Yes, Cognitive Debt Guard is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Cognitive Debt Guard support?
Cognitive Debt Guard is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Cognitive Debt Guard?
It is built and maintained by Erwin (@aptratcn); the current version is v1.0.0.
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