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Openclaw Agent Optimize

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Optimize OpenClaw workspaces with structured audits, cost-aware model routing, and context de-bloating for leaner, more reliable AI agent operations.

phenomenonerv1.0.0
Productivity & TasksProductivityAI PoweredAutomationSelf-HostedDeveloper Tool
正在连接 VM...
正在连接 VM...
npx clawhub@latest install openclaw-agent-optimize
38Star 数
8.1k下载次数
156当前安装数
v1.0.0版本
Mar 8, 2026更新时间

系统要求

LLM API Key
查看源码(ClawHub)

Openclaw Agent Optimize is a diagnostic and strategic tool designed to improve the efficiency of your AI agent environment. It performs structured audits to identify high-cost model routing, context bloat, and inefficient delegation patterns. Instead of making silent changes, it provides a prioritized plan with exact change proposals and rollback steps to ensure your workspace remains stable and cost-effective.

工作原理

The skill operates on an advisory-first model. It analyzes your workspace configuration and session history to produce an executive summary of top drivers affecting cost and reliability. It then presents Options A/B/C with specific tradeoffs. Once you approve a plan, it generates the exact patch proposal and verification steps. To ensure safety, it requires a new session to pick up snapshot changes and always provides a proven rollback path.

核心功能

Cost-Aware Routing
Proposes specific model routing for engineering, notifications, and research tasks to minimize spend.
Context Discipline
Identifies and trims "transcript noise" and oversized bootstrap files that slow down responses.
Specialist Surface Reduction
Moves low-frequency skills to on-demand subagents to keep the main prompt surface lean.
Safety Contract
Guarantees no persistent mutations or cron job updates occur without explicit user approval.

系统要求

LLM API Key
Required to perform workspace analysis and generate optimization proposals. Supports: OpenAI, Anthropic, Google Gemini.

使用场景

Reducing Operational Costs
Identify which tools or crons are driving up token usage and implement silent success loops.
Fixing Context Bloat
Clean up slow replies by identifying top offenders in your skills and bootstrap files.
Improving Reliability
Audit your delegation posture to ensure reasoning-heavy tasks are routed to the appropriate models.

安装方式

1
Run in your terminal
npx clawhub@latest install openclaw-agent-optimize
or
2
Click the Install button at the top of this page for one-click setup

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