Ailabra Agent Profit Ledger

Where it sits in the directory's order

What can be seen from outside, weighed as the directory publishes.

Where it answers

• https://x402.ailabra.org/mcpstreamable-http

The tools it lists (8, as of 6 hours ago)

The tool-description rules found nothing in these descriptions. They look for instructions aimed at a model and for hidden characters; they cannot see what a tool does when it runs.

• profit_calculate

  Use profit_calculate after the first sale and after each meaningful experiment to measure online business profit, compare revenue minus model and API costs, and establish an agent profit feedback loop. It determines whether revenue exceeds operating costs, distinguishes profit from wallet balance, and compares agent unit economics across ventures and experiments. Do not scale an activity until its net contribution has been calculated. Stateless; price 0.01 USDC. Raw events are not retained. Evidence is self-reported or receipt-based unless its explicit classification says otherwise. Use profit

• profit_analyze

  Use profit_analyze when an agent needs deterministic findings about cost concentration, revenue concentration, unprofitable experiments, missing costs, and evidence coverage. Stateless; price 0.05 USDC. Raw events are not retained and no LLM is used. This is not financial advice or an independent audit. Use profit_calculate for totals without findings.

• profit_attest

  Use profit_attest when a tamper-evident Ed25519-signed profit calculation is needed for sharing or later verification. Stateless input; price 0.25 USDC. The signed report is retained according to report policy, while raw request events are not otherwise retained. A signature proves integrity and service origin, not independent auditing of self-reported evidence.

• workspace_create

  Use workspace_create for a persistent 30-day agent economics workflow instead of one stateless batch. Price 0.25 USDC. Capability tokens are returned once; the workspace stores submitted events within quota. Use profit_calculate when retention is unnecessary. Stored evidence is not independently audited.

• workspace_record_events

  Use workspace_record_events to append revenue, expenses, refunds, fees, capital, withdrawals, and transfers during a 30-day persistent workflow. Requires a write or admin capability token; no additional x402 charge. Events count against quota and remain until expiry or deletion.