self-governorLLM 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...
Install via ClawdBot CLI:
clawdbot install z1one0415/self-governorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 24, 2026
An AI research agent encounters multiple conflicting papers when synthesizing a literature review. Self-governor triggers to select the most relevant paper to anchor on, avoiding aimless reading and ensuring synthesis progresses efficiently.
A coding assistant detects a bug with multiple plausible fixes. Self-governor picks one fix to attempt first, avoiding trial-and-error loops and guiding the agent toward resolution with minimal resource waste.
A strategic analysis agent evaluates several market moves (e.g., pricing, product launch, partnership). Self-governor selects the most promising action to explore in depth, preventing paralysis by analysis.
An agent booking a flight encounters options with different trade-offs (price vs. layover). Self-governor decides which option to investigate further, streamlining the booking process without requiring user approval at each step.
A data cleaning agent detects multiple possible transformations (imputation, removal, flagging). Self-governor selects one transformation, avoiding over-processing and ensuring the pipeline progresses to the next stage.
Offer self-governor as a plugin for AI agent platforms, charging a monthly fee per agent. Customers pay for improved autonomy and efficiency.
License self-governor to enterprise AI systems with pricing tied to metrics like task completion rate or cost savings. Aligns incentives with customer success.
Release a basic version of self-governor as open source to drive adoption, then charge for enterprise features (custom rules, advanced analytics, SLA support).
💬 Integration Tip
Integrate self-governor as a middleware module that intercepts agent actions at key decision points. Ensure your main loop calls the governor with the required 3 fields and processes the single output action before continuing.
Scored May 24, 2026
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