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Install in OpenClaw
/install xiaowuzi-gene-repair
Description
实时检测并修复AI演化中的逻辑错误、语法冲突及指令异常，确保系统稳定和任务连续运行。
Usage Guidance
This package looks like a high-level design note rather than an implementable skill. Before installing, ask the author for: (1) the concrete runtime implementation (code or service endpoints) and where model inference runs; (2) exact permissions and env vars required (access to logs, agent state, cloud credentials); (3) what 'automatic rollback' does to agent state and whether it can be audited or undone; (4) a security review or sandboxed test plan. Treat this as incomplete: do not enable autonomous execution or grant system/credential access until you see an implementation and can review it.
Capability Analysis
Type: OpenClaw Skill
Name: xiaowuzi-gene-repair
Version: 1.0.0
The skill bundle contains only metadata and documentation (SKILL.md) describing a conceptual 'Gene Repair' module for AI stability and error correction. There is no executable code, and the instructions focus on defensive capabilities such as anomaly detection and automated rollbacks without any indicators of malicious intent or security risks.
Capability Assessment
Purpose & Capability
The name/description promise real-time anomaly detection, automated rollbacks, and model-based repairs. However the package is instruction-only and declares no binaries, no model endpoints, no credentials, and no config paths. A module that performs deep-learning scans and automated rollbacks would normally require code, runtime dependencies, or credentials — their absence is an incoherence.
Instruction Scope
SKILL.md is high-level and conceptual (describes features like '利用深度学习模型' and '秒级回滚') but contains no concrete runtime steps, commands, endpoints, or file paths. The instructions are vague and grant broad discretion (the agent would have to 'figure out' how to run models, where to read logs, and how to perform rollbacks), which is risky and out-of-scope for a well-scoped skill.
Install Mechanism
No install spec and no code files reduce immediate supply-chain risk. However, for the claimed functionality (deep models, rollback mechanisms) the lack of any install or binary is unexpected and suggests the skill is incomplete or a placeholder rather than a working integration.
Credentials
The skill requests no environment variables or credentials despite describing integration with model inference and agent runtime state. Realistic implementations would typically require model endpoints, cloud credentials, or access to agent logs/config — their absence is disproportionate to the claimed capability and reduces transparency about what the skill would actually access.
Persistence & Privilege
The skill does not request permanent presence (always:false) and uses normal agent invocation settings. There is no evidence it would modify other skills or system-wide settings. This dimension does not raise an immediate privilege concern.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaowuzi-gene-repair - After installation, invoke the skill by name or use
/xiaowuzi-gene-repair - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the xiaowuzi-gene-repair skill.
- Introduced an automated “Immune & Repair Center” for AI agent gene evolution.
- Features anomaly detection to identify and intercept logic paradoxes and infinite loops.
- Implements automated gene rollback for rapid recovery from errors in new gene fragments.
- Supports self-healing for prompt injections and format errors, enhancing instruction set robustness.
- Designed to serve as a fail-safe for long-term automated tasks, improving overall system reliability.
Metadata
Frequently Asked Questions
What is 小五子 - 基因修复?
实时检测并修复AI演化中的逻辑错误、语法冲突及指令异常，确保系统稳定和任务连续运行。 It is an AI Agent Skill for Claude Code / OpenClaw, with 89 downloads so far.
How do I install 小五子 - 基因修复?
Run "/install xiaowuzi-gene-repair" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 小五子 - 基因修复 free?
Yes, 小五子 - 基因修复 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 小五子 - 基因修复 support?
小五子 - 基因修复 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 小五子 - 基因修复?
It is built and maintained by tonicpopo (@tonicpopo); the current version is v1.0.0.
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