# Send TaskMaster - AI Cost Optimizer to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
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

```text
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.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "taskmaster",
    "name": "TaskMaster - AI Cost Optimizer",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/jlwrow/taskmaster",
    "canonicalUrl": "https://clawhub.ai/jlwrow/taskmaster",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/taskmaster",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=taskmaster",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "skill.json",
      "SKILL.md",
      "TOKEN_TRACKING_README.md",
      "scripts/delegate_task.py",
      "scripts/openclaw_integration.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "taskmaster",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-09T17:48:25.429Z",
      "expiresAt": "2026-05-16T17:48:25.429Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=taskmaster",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=taskmaster",
        "contentDisposition": "attachment; filename=\"taskmaster-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "taskmaster"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/taskmaster"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/taskmaster",
    "downloadUrl": "https://openagent3.xyz/downloads/taskmaster",
    "agentUrl": "https://openagent3.xyz/skills/taskmaster/agent",
    "manifestUrl": "https://openagent3.xyz/skills/taskmaster/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/taskmaster/agent.md"
  }
}
```
## Documentation

### TaskMaster: AI Project Manager & Task Delegation

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

### Core Capabilities

🎯 Smart Task Triage

Analyze complexity → assign appropriate model (Haiku/Sonnet/Opus)
Break large projects into smaller, manageable tasks
Prevent over-engineering (don't use Opus for simple web searches)

🤖 Sub-Agent Orchestration

Spawn isolated sub-agents with specific model constraints
Run tasks in parallel for faster completion
Consolidate results into coherent deliverables

💰 Budget Management

Track token costs per task and total project
Set budget limits to prevent runaway spending
Optimize model selection for cost-efficiency

📊 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.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: jlwrow
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-09T17:48:25.429Z
- Expires at: 2026-05-16T17:48:25.429Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/taskmaster)
- [Send to Agent page](https://openagent3.xyz/skills/taskmaster/agent)
- [JSON manifest](https://openagent3.xyz/skills/taskmaster/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/taskmaster/agent.md)
- [Download page](https://openagent3.xyz/downloads/taskmaster)