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z1one0415

Self-Governor

by z1one0415 · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
143
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1
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Install in OpenClaw
/install self-governor
Description
LLM 通用内部自裁决技能。在关键节点判断"当前这一层最优的下一步动作是什么",再让主链继续执行。触发条件:(1) 路径分叉时——多个可行方案且无明显优先级;(2) 高代价动作前——搜索/生成/发布等消耗军费或不可逆操作;(3) 连续两步无明显增益时——进展停滞、输出质量未提升。禁止:改写主任务、输出并列动作、长...
Usage Guidance
This skill appears coherent and low-risk: it only implements a small decision filter and asks nothing extra. Before installing, verify provenance (no homepage or identifiable author), test it in a safe/staging agent to ensure the host correctly enforces the required Update callback (to avoid loop triggers), and confirm you trust the agent's orchestration logic to enforce the skill's 'must not' rules. If you allow autonomous invocation, monitor logs initially to ensure the skill doesn't get inserted in inappropriate places. If provenance or publisher identity matters to you, ask the publisher for more info or prefer a skill with an auditable source.
Capability Analysis
Type: OpenClaw Skill Name: self-governor Version: 1.0.0 The 'self-governor' skill is a meta-cognitive framework designed to improve LLM agent decision-making at critical junctures, such as path branching or task stagnation. It defines a structured input/output loop and a set of logical actions (e.g., anchor, search, synthesize, degrade_continue) to ensure the agent remains focused on its goals efficiently. The documentation (SKILL.md and references/) contains no evidence of malicious intent, data exfiltration, or harmful prompt injection; instead, it includes explicit constraints to prevent the agent from hijacking tasks or creating bureaucratic delays.
Capability Assessment
Purpose & Capability
Name and description describe an internal decision layer; the SKILL.md, action set, triggers, and I/O all implement exactly that behavior. There are no unrelated env vars, binaries, or config paths requested — the requested capabilities align with the stated purpose.
Instruction Scope
Runtime instructions only describe receiving a small structured input, returning a single action+reason, and expecting the host (main chain) to perform an Update. The skill does not instruct reading arbitrary files, accessing environment variables, or sending data to external endpoints. It does require the main chain to supply Update callbacks to prevent loop-triggering, which is a legitimate integration requirement.
Install Mechanism
This is instruction-only with no install spec and no code files executed at runtime. That is the lowest-risk install profile and matches the declared metadata.
Credentials
No environment variables, credentials, or config paths are required. The skill does not request any secrets or broad access, and the declared inputs are limited and appropriate for the decision role.
Persistence & Privilege
always is false and the skill is user-invocable (normal). Autonomous invocation (disable-model-invocation=false) is the platform default; by itself this is not a problem given the skill's narrow scope. There is no request to modify other skills or system-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install self-governor
  3. After installation, invoke the skill by name or use /self-governor
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
V1: LLM通用内部自裁决技能。3触发器(路径分叉/高代价/连续无增益),6固定动作(anchor/time_bind/search/clean/synthesize/degrade_continue),Goal→Gap→Action→Update闭环,反官僚原则,426行纯Markdown零脚本。
Metadata
Slug self-governor
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Self-Governor?

LLM 通用内部自裁决技能。在关键节点判断"当前这一层最优的下一步动作是什么",再让主链继续执行。触发条件:(1) 路径分叉时——多个可行方案且无明显优先级;(2) 高代价动作前——搜索/生成/发布等消耗军费或不可逆操作;(3) 连续两步无明显增益时——进展停滞、输出质量未提升。禁止:改写主任务、输出并列动作、长... It is an AI Agent Skill for Claude Code / OpenClaw, with 143 downloads so far.

How do I install Self-Governor?

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

Is Self-Governor free?

Yes, Self-Governor is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Self-Governor support?

Self-Governor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Self-Governor?

It is built and maintained by z1one0415 (@z1one0415); the current version is v1.0.0.

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