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StartClaw-Optimizer

Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every response to prevent 100k+ token bloat.

skill openclawclawhub Free
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Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every response to prevent 100k+ token bloat.

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, context-compaction.js, README.md, components/browser-governor.js, components/scheduler.js, components/router.js

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.2

Documentation

ClawHub primary doc Primary doc: SKILL.md 11 sections Open source page

Overview

The OpenClaw Optimizer is a comprehensive performance and cost optimization skill designed to enhance the efficiency of Clawdbot's subagent workflows.

1. Task Router

Intelligent model selection based on task complexity Automatic routing between Haiku, Sonnet, and Opus models Cost prediction and optimization

2. Scheduler

Robust task execution with retry mechanism Configurable preflight and postflight hooks Timeout and exponential backoff handling

3. Browser Governor

Browser tab serialization Concurrent tab management Circuit breaker for preventing runaway processes

4. Context Compaction

Automatic token tracking Summarization at 50,000 token threshold Preserves critical context

5. Real-time Dashboard

Monitor daily budget Track task execution Visualize model distribution Circuit breaker status

Expected Savings

Before Optimization: $90/day After Optimization: $3-5/day Savings: 95%

Installation

npm install @startclaw/openclaw-optimizer

Usage

const { TaskRouter, OptimizerScheduler, BrowserGovernor } = require('@startclaw/openclaw-optimizer'); const router = new TaskRouter(); const scheduler = new OptimizerScheduler(); const browserGovernor = new BrowserGovernor(); // Automatic model and cost optimization const modelSelection = router.selectModel(taskDescription); await scheduler.execute(task, modelSelection);

Monitoring

# Real-time dashboard python3 scripts/dashboard.py watch

License

StartClaw Internal Use License

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
4 Scripts2 Docs
  • SKILL.md Primary doc
  • README.md Docs
  • components/browser-governor.js Scripts
  • components/router.js Scripts
  • components/scheduler.js Scripts
  • context-compaction.js Scripts