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Aoineco Ledger — AI Agent Financial Tracking Engine

Track detailed AI agent expenses, revenues, budgets, and ROI with per-agent attribution and alerts for efficient micro-budget financial management.

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Track detailed AI agent expenses, revenues, budgets, and ROI with per-agent attribution and alerts for efficient micro-budget financial management.

⬇ 0 downloads ★ 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
SKILL.md, scripts/ledger_engine.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. 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. 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 9 sections Open source page

Aoineco Ledger — AI Agent Financial Tracking Engine

Version: 1.0.0 Author: Aoineco & Co. License: MIT Tags: finance, expense-tracking, budget, roi, bootstrap, multi-agent, accounting

Description

Financial tracking engine built for AI agents operating on extreme budgets. Tracks every API call, gas fee, and revenue stream with per-agent cost attribution. Native support for the $7 Bootstrap Protocol. Rebuilt from agentledger (Node.js) into Python with major enhancements for multi-agent squads and micro-budget operations. Core metric: Intelligence per Dollar (IPD) — how many operations you get per cent spent.

Problem

AI agents spend money (API calls, gas fees, subscriptions) but rarely track it. When you're running a 9-agent squad on a $7 seed budget, every fraction of a cent matters. You need: Real-time visibility into burn rate and runway Per-agent cost attribution (who's spending what?) Budget alerts BEFORE you overspend Revenue tracking to measure actual ROI

Features

FeatureDescriptionTransaction LoggingLog expenses, revenue, API costs, gas fees with one-liner methods$7 Bootstrap MetricsSeed tracking, ROI%, runway days, daily burn rate, IPDPer-Agent Cost AttributionTrack spending by squad member (oracle, blue-sound, etc.)Budget AlertsSet limits per category/period — warns at 80%, blocks at 100%Category SystemPre-configured for AI ops: API/LLM, Gas/Blockchain, Revenue/Gig, etc.CSV/JSON ExportFull transaction export for tax, audit, or analysisJSONL StorageAppend-only transaction log — fast, corruption-resistantPeriod FilteringQuery by today, this-week, this-month, this-year, or all

Quick Start

from ledger_engine import AoinecoLedger ledger = AoinecoLedger() # Log API cost ledger.log_api_cost(0.0042, "Google", "gemini-3-flash", tokens_used=150000, agent="oracle") # Log gas fee ledger.log_gas(0.0003, chain="base", tx_hash="0xabc123", agent="blue-sound") # Log revenue ledger.log_revenue(0.01, "MoltLaunch", "Tier-1 Intel Report", category="Revenue/Gig") # Set budget ledger.set_budget("API/LLM", limit=3.00, period="daily") # Check $7 Bootstrap metrics metrics = ledger.get_bootstrap_metrics() # → Seed: $7.00, Burn: $0.02/day, Runway: 300 days, IPD: 257.5 ops/$

Bootstrap Metrics Output

💰 Seed Amount: $7.00 📈 Total Revenue: $0.0150 📉 Total Expenses: $0.0233 🤖 API/LLM Cost: $0.0230 💵 Net Profit: $-0.0083 📊 ROI: -0.1% 💎 Remaining Balance: $6.9917 🔥 Daily Burn Rate: $0.0233/day ⏱️ Runway: 300 days 🧠 IPD: 257.5 ops/$

Pre-Configured Categories

API/LLM — OpenAI, Anthropic, Google API costs Gas/Blockchain — On-chain transaction fees Revenue/Gig — MoltLaunch gig income Revenue/DeFi — Meteora, LP yields Revenue/Music — claw.fm royalties Infrastructure, Marketing, Tools, Subscriptions, Other

File Structure

aoineco-ledger/ ├── SKILL.md # This file └── scripts/ └── ledger_engine.py # Main engine (zero external dependencies)

Zero Dependencies

Pure Python 3.10+. No pip install needed. Designed for the $7 Bootstrap Protocol — every byte counts.

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
1 Docs1 Scripts
  • SKILL.md Primary doc
  • scripts/ledger_engine.py Scripts