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tonicpopo

小五子 - 基因创新

by tonicpopo · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install xiaowuzi-gene-innovate
Description
通过跨域融合与动态调整,智能筛选并创新提示词逻辑,持续驱动基因演化和系统适应性提升。
Usage Guidance
This skill is conceptually aligned with 'prompt evolution' but is ambiguous about what the agent should actually do at runtime. Before installing or enabling it for autonomous use, consider: 1) Ask the author for a concrete runtime spec: how are variants generated, how is fitness evaluated, what data sources and endpoints are used, and where are artifacts stored? 2) Require explicit boundaries: forbid access to system files, network endpoints, or credentials unless specifically needed and justified. 3) Start with manual (user-invoked) testing only — do not allow autonomous invocation until you review a concrete implementation or code. 4) If code is later provided, insist on a security review (esp. for any network calls, file I/O, or persistent storage). 5) Avoid running this skill on sensitive data or in environments with access to credentials until its behavior is well understood. These steps will reduce the risk that the skill's vague instructions cause unintended data access or external calls.
Capability Analysis
Type: OpenClaw Skill Name: xiaowuzi-gene-innovate Version: 1.0.0 The skill bundle contains only metadata and a descriptive markdown file (SKILL.md) outlining a conceptual 'gene innovation' framework for AI agents. There is no executable code, network activity, or prompt-injection instructions that would lead to malicious behavior or data exfiltration.
Capability Assessment
Purpose & Capability
Name and description claim a prompt-evolution/innovation capability and there are no unrelated env vars, binaries, or installs requested — that part is coherent. However, the SKILL.md only describes high-level algorithmic concepts (cross-domain fusion, heuristic selection, dynamic mutation rates) without any concrete or proportional runtime requirements or boundaries.
Instruction Scope
The SKILL.md is conceptual and lacks concrete runtime instructions (no algorithms, no evaluation metrics, no data sources, no storage or API endpoints). It uses open-ended language that gives the agent broad discretion (e.g., 'simulate random logic', 'automatically adjust mutation rate', 'in long-running agents') — this can lead to the agent reaching for system state, files, or external services unless explicitly constrained.
Install Mechanism
No install spec and no code files are present, so nothing will be written to disk or downloaded by the skill itself. This minimizes installation risk.
Credentials
The skill declares no required environment variables, config paths, or credentials, which is proportionate for an instruction-only, conceptual prompt-evolution helper.
Persistence & Privilege
always is false and the skill is user-invocable. There is no request for persistent system presence or modification of other skills' configurations.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install xiaowuzi-gene-innovate
  3. After installation, invoke the skill by name or use /xiaowuzi-gene-innovate
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
xiaowuzi-gene-innovate 1.0.0 - 首发上线,作为小五子基因演化系统的“变异与探索”核心模块。 - 支持跨域思维融合,将不同领域逻辑范式引入提示词设计。 - 实现高维演化筛选,智能定位具备潜力的基因片段。 - 引入动态变异率调整机制,自动提升系统创新能力并防止逻辑僵化。 - 适用于提升自动化代理在复杂任务中的创新性和适应性。
Metadata
Slug xiaowuzi-gene-innovate
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is 小五子 - 基因创新?

通过跨域融合与动态调整,智能筛选并创新提示词逻辑,持续驱动基因演化和系统适应性提升。 It is an AI Agent Skill for Claude Code / OpenClaw, with 92 downloads so far.

How do I install 小五子 - 基因创新?

Run "/install xiaowuzi-gene-innovate" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 小五子 - 基因创新 free?

Yes, 小五子 - 基因创新 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 小五子 - 基因创新 support?

小五子 - 基因创新 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 小五子 - 基因创新?

It is built and maintained by tonicpopo (@tonicpopo); the current version is v1.0.0.

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