Aoineco Ledger — AI Agent Financial Tracking Engine

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:

Features

| Feature | Description | |---------|-------------| | Transaction Logging | Log expenses, revenue, API costs, gas fees with one-liner methods | | $7 Bootstrap Metrics | Seed tracking, ROI%, runway days, daily burn rate, IPD | | Per-Agent Cost Attribution | Track spending by squad member (oracle, blue-sound, etc.) | | Budget Alerts | Set limits per category/period — warns at 80%, blocks at 100% | | Category System | Pre-configured for AI ops: API/LLM, Gas/Blockchain, Revenue/Gig, etc. | | CSV/JSON Export | Full transaction export for tax, audit, or analysis | | JSONL Storage | Append-only transaction log — fast, corruption-resistant | | Period Filtering | Query 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

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.

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: $0.02/day, Runway: 300 days, IPD: 257.5 ops/$