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OpenClaw

cost-governor

Pre-flight cost estimation for subagent spawns and approval gates. Prevents API overspend and surprise billing. Budget control for sessions_spawn calls. Daily spend tracking. Essential for multi-agent OpenClaw deployments.

donovanpankratz-del0 来源安装数☆ 0 仓库 Starsv1.0.0

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。

SkillHub CLI

skillhub install donovanpankratz-del/openclaw-cost-governor

打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Cost Governor - Subagent Cost Control

Pre-flight cost checks before spawning subagents. Tracks spend. Gates expensive operations. Prevents surprise $300+ bills.

Files Included

  • SKILL.md — This file (agent instructions)
  • README.md — Human-readable setup guide
  • cost-tracking-template.md — Copy this to notes/cost-tracking.md to get started
  • lib/cost-tracker.js — Core estimation and logging library
  • bin/cost-summary.js — CLI: daily/monthly spend summary

Problem Solved

You spawn a subagent for "research passive income ideas" on Opus. 30 minutes later: $12 gone. This skill estimates cost before execution, requires approval for expensive tasks (>$0.50), and tracks all spend.

When to Use

  • Before spawning any subagent — estimate cost, log it
  • Daily spend review — summarize costs vs budget
  • Post-task reconciliation — compare estimated vs actual

Core Rules

  1. Every subagent spawn >$0.50 estimated requires explicit user approval
  2. All spawns get logged to $WORKSPACE/notes/cost-tracking.md
  3. Estimates use multipliers from historical data (see Cost Model)
  4. No silent expensive operations — always surface cost before execution

Cost Model

Based on historical data from cost-tracking.md:

Task Type Base Estimate Multiplier Effective Estimate
Creative (open-ended) Token estimate 7.5x Apply to all creative tasks
Research (bounded) Token estimate 3x Web search + synthesis
Technical (structured) Token estimate 2x Code, config, structured output
Simple (template) Token estimate 1.5x Fill-in, short responses

Model cost rates (approximate per 1K tokens):

  • Claude Opus: ~$0.075 input / $0.375 output
  • Claude Sonnet: ~$0.003 input / $0.015 output
  • GPT-4: ~$0.03 input / $0.06 output
  • Grok 4.1 Fast Reasoning: ~$0.003 input / $0.015 output
  • Claude Haiku 4.5: ~$0.0008 inp...

来源信息

Source
github
Repository
openclaw/skills
Path
skills/donovanpankratz-del/openclaw-cost-governor
Version
1.0.0
Commit
8c1264b3c28d91b6ab0ff1df77d088c3864ead49
分类来源
rules
状态
active
可见性
public

这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。

README

Cost Governor - Installation & Setup

Pre-flight cost control for OpenClaw subagent spawns. Prevents surprise API bills.

Quick Install

# Via ClawHub (when published)
clawhub install cost-governor

# Or manual install
cd ~/.openclaw/workspace/skills
# Download from ClawHub or extract package

First-Time Setup

  1. Create tracking file:
mkdir -p ~/.openclaw/workspace/notes
cat > ~/.openclaw/workspace/notes/cost-tracking.md << 'EOF'
# Cost Tracking Log

## Multipliers
- Creative: 7.5x
- Research: 3x
- Technical: 2x
- Simple: 1.5x

| Date | Task | Model | Est. | Actual | Ratio | Notes |
|------|------|-------|------|--------|-------|-------|
EOF
  1. Set daily budget (optional):
echo "DAILY_BUDGET=20.00" >> ~/.openclaw/workspace/.env
  1. Test it: Ask your agent: "Estimate cost for researching passive income on Opus"

Usage

The skill activates automatically when:

  • You ask to spawn a subagent
  • You request a cost estimate
  • Daily cron runs (if configured)
Manual Cost Check
You: "How much would it cost to spawn a research agent on Opus?"
Agent: [reads SKILL.md, estimates using multipliers]
Agent: "Research task on Opus, ~3K tokens: $3.50 estimated (3x multiplier)"
Pre-Flight Gate
You: "Research the best passive income methods"
Agent: "Estimated cost: $3.50 (Opus, research, 3x multiplier). Approve?"
You: "Yes"
Agent: [spawns, logs to cost-tracking.md]

Configuration

Adjust Multipliers

Edit ~/.openclaw/workspace/notes/cost-tracking.md:

## Multipliers
- Creative: 10x    # Your creative tasks run long
- Research: 2.5x   # You scope research tightly

Agent reads this file on each cost check.

Set Budget Alert

Add to workspace .env:

DAILY_BUDGET=50.00
WEEKLY_BUDGET=300.00

Agent will warn when approaching limits.

Integration with Cron (Optional)

Daily spend summary at 6 PM:

openclaw cron add \
  --name "Daily Cost Report" \
  --sch...

来源内容

SKILL.md
# Cost Governor - Subagent Cost Control

Pre-flight cost checks before spawning subagents. Tracks spend. Gates expensive operations. **Prevents surprise $300+ bills.**

## Files Included

- `SKILL.md` — This file (agent instructions)
- `README.md` — Human-readable setup guide  
- `cost-tracking-template.md` — Copy this to `notes/cost-tracking.md` to get started
- `lib/cost-tracker.js` — Core estimation and logging library
- `bin/cost-summary.js` — CLI: daily/monthly spend summary

## Problem Solved

You spawn a subagent for "research passive income ideas" on Opus. 30 minutes later: $12 gone. This skill estimates cost **before** execution, requires approval for expensive tasks (>$0.50), and tracks all spend.

## When to Use

- **Before spawning any subagent** — estimate cost, log it
- **Daily spend review** — summarize costs vs budget
- **Post-task reconciliation** — compare estimated vs actual

## Core Rules

1. **Every subagent spawn >$0.50 estimated requires explicit user approval**
2. **All spawns get logged** to `$WORKSPACE/notes/cost-tracking.md`
3. **Estimates use multipliers** from historical data (see Cost Model)
4. **No silent expensive operations** — always surface cost before execution

## Cost Model

Based on historical data from `cost-tracking.md`:

| Task Type | Base Estimate | Multiplier | Effective Estimate |
|-----------|--------------|------------|-------------------|
| Creative (open-ended) | Token estimate | **7.5x** | Apply to all creative tasks |
| Research (bounded) | Token estimate | **3x** | Web search + synthesis |
| Technical (structured) | Token estimate | **2x** | Code, config, structured output |
| Simple (template) | Token estimate | **1.5x** | Fill-in, short responses |

**Model cost rates (approximate per 1K tokens):**
- Claude Opus: ~$0.075 input / $0.375 output
- Claude Sonnet: ~$0.003 input / $0.015 output
- GPT-4: ~$0.03 input / $0.06 output
- Grok 4.1 Fast Reasoning: ~$0.003 input / $0.015 output
- Claude Haiku 4.5: ~$0.0008 inp...
README
# Cost Governor - Installation & Setup

Pre-flight cost control for OpenClaw subagent spawns. Prevents surprise API bills.

## Quick Install

```bash
# Via ClawHub (when published)
clawhub install cost-governor

# Or manual install
cd ~/.openclaw/workspace/skills
# Download from ClawHub or extract package
```

## First-Time Setup

1. **Create tracking file:**
```bash
mkdir -p ~/.openclaw/workspace/notes
cat > ~/.openclaw/workspace/notes/cost-tracking.md << 'EOF'
# Cost Tracking Log

## Multipliers
- Creative: 7.5x
- Research: 3x
- Technical: 2x
- Simple: 1.5x

| Date | Task | Model | Est. | Actual | Ratio | Notes |
|------|------|-------|------|--------|-------|-------|
EOF
```

2. **Set daily budget (optional):**
```bash
echo "DAILY_BUDGET=20.00" >> ~/.openclaw/workspace/.env
```

3. **Test it:**
Ask your agent: "Estimate cost for researching passive income on Opus"

## Usage

The skill activates automatically when:
- You ask to spawn a subagent
- You request a cost estimate
- Daily cron runs (if configured)

### Manual Cost Check

```
You: "How much would it cost to spawn a research agent on Opus?"
Agent: [reads SKILL.md, estimates using multipliers]
Agent: "Research task on Opus, ~3K tokens: $3.50 estimated (3x multiplier)"
```

### Pre-Flight Gate

```
You: "Research the best passive income methods"
Agent: "Estimated cost: $3.50 (Opus, research, 3x multiplier). Approve?"
You: "Yes"
Agent: [spawns, logs to cost-tracking.md]
```

## Configuration

### Adjust Multipliers

Edit `~/.openclaw/workspace/notes/cost-tracking.md`:

```markdown
## Multipliers
- Creative: 10x    # Your creative tasks run long
- Research: 2.5x   # You scope research tightly
```

Agent reads this file on each cost check.

### Set Budget Alert

Add to workspace `.env`:
```bash
DAILY_BUDGET=50.00
WEEKLY_BUDGET=300.00
```

Agent will warn when approaching limits.

## Integration with Cron (Optional)

Daily spend summary at 6 PM:

```bash
openclaw cron add \
  --name "Daily Cost Report" \
  --sch...

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