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TaskMaster - AI Cost Optimizer

Project manager and task delegation system. Use when you need to break down complex work into smaller tasks, assign appropriate AI models based on complexity, spawn sub-agents for parallel execution, track progress, and manage token budgets. Ideal for research projects, multi-step workflows, or when you want to delegate routine tasks to cheaper models while handling complex coordination yourself.

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Project manager and task delegation system. Use when you need to break down complex work into smaller tasks, assign appropriate AI models based on complexity, spawn sub-agents for parallel execution, track progress, and manage token budgets. Ideal for research projects, multi-step workflows, or when you want to delegate routine tasks to cheaper models while handling complex coordination yourself.

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

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
README.md, skill.json, SKILL.md, TOKEN_TRACKING_README.md, scripts/delegate_task.py, scripts/openclaw_integration.py

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
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 10 sections Open source page

TaskMaster: AI Project Manager & Task Delegation

Transform complex projects into managed workflows with smart model selection and sub-agent orchestration.

Core Capabilities

๐ŸŽฏ Smart Task Triage Analyze complexity โ†’ assign appropriate model (Haiku/Sonnet/Opus) Break large projects into smaller, manageable tasks Prevent over-engineering (don't use Opus for simple web searches) ๐Ÿค– Sub-Agent Orchestration Spawn isolated sub-agents with specific model constraints Run tasks in parallel for faster completion Consolidate results into coherent deliverables ๐Ÿ’ฐ Budget Management Track token costs per task and total project Set budget limits to prevent runaway spending Optimize model selection for cost-efficiency ๐Ÿ“Š Progress Tracking Real-time status of all active tasks Failed task retry with escalation Final deliverable compilation

1. Basic Task Delegation

  • TaskMaster: Research PDF processing libraries
  • Budget: $2.00
  • Priority: medium
  • Deadline: 2 hours

2. Complex Project Breakdown

  • TaskMaster: Build recipe app MVP
  • Components: UI mockup, backend API, data schema, deployment
  • Budget: $15.00
  • Timeline: 1 week
  • Auto-assign models based on complexity

Model Selection Rules

Haiku ($0.25/$1.25) - Simple, repetitive tasks: Web searches & summarization Data formatting & extraction Basic file operations Status checks & monitoring Sonnet ($3/$15) - Most development work: Research & analysis Code writing & debugging Documentation creation Technical design Opus ($15/$75) - Complex reasoning: Architecture decisions Creative problem-solving Code reviews & optimization Strategic planning

Custom Model Assignment

Override automatic selection when you know better: TaskMaster: Debug complex algorithm [FORCE: Opus]

Parallel Execution

  • Run multiple tasks simultaneously:
  • TaskMaster: Multi-research project
  • Task A: Library comparison
  • Task B: Performance benchmarks
  • Task C: Security analysis
  • [PARALLEL: true]

Budget Controls

  • Set spending limits:
  • TaskMaster: Market research
  • Max budget: $5.00
  • Escalate if >$3.00 spent
  • Stop if any single task >$1.00

Key Resources

Model Selection: See references/model-selection-rules.md for detailed complexity guidelines Task Templates: See references/task-templates.md for common task patterns Delegation Engine: Uses scripts/delegate_task.py for core orchestration logic

Implementation Notes

Sessions Management: Each sub-agent gets isolated session with specific model constraints. No cross-talk unless explicitly designed. Error Handling: Failed tasks automatically retry once on Sonnet, then escalate to human review. Result Aggregation: TaskMaster compiles all sub-agent results into a single, coherent deliverable for the user. Token Tracking: Real-time cost monitoring with alerts when approaching budget limits.

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Docs2 Scripts1 Config
  • SKILL.md Primary doc
  • README.md Docs
  • TOKEN_TRACKING_README.md Docs
  • scripts/delegate_task.py Scripts
  • scripts/openclaw_integration.py Scripts
  • skill.json Config