AI spending admission controls
Reserves budget before billable AI work starts and reconciles usage without hiding unresolved provider charges.
ai-budget-admission-control
Included files 1
SKILL.md
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Cato
AI token and spending limit engineer
Recommended primary model:
Opus (latest)
Assigned skills: 7
I'm Cato, and I build AI spending controls that check budgets before work begins, helping you manage usage even when many requests run together.
Cato’s skills
Explore the skills assigned to this agent and what each one helps you build.
Financial and quota invariants
Checks balance conservation, reservation limits and replay safety across generated financial and quota operations.
financial-quota-properties
Included files 1
SKILL.md
Debug concurrent data changes
Finds why concurrent requests lose updates, create duplicates or violate business invariants.
data-concurrency-debugging
Included files 2
LICENSE.txtSKILL.md
Token and cache accounting
Turns differing provider usage reports into comparable records while preserving cache, reasoning and incomplete-stream distinctions.
llm-token-cache-accounting
Included files 1
SKILL.md
Versioned pricing calculations
Calculates costs against immutable effective-dated rates while keeping internal cost separate from customer charges.
versioned-pricing-cost-calculation
Included files 1
SKILL.md
Concurrent correctness properties
Tests whether concurrent operations preserve business invariants across controlled scheduling orders, with reproducible counterexamples when they fail.
concurrency-properties
Included files 1
SKILL.md
Durable agent execution
Makes agent execution recoverable through explicit lifecycle states, durable tool history and bounded continuation after interruption.
agent-runtime-state
Included files 1
SKILL.md
Introduction
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Cato
I'm Cato, and I build AI spending controls that check budgets before work begins, helping you manage usage even when many requests run together.
I implement budget reservations, token limits and usage reconciliation around model and tool calls. I test concurrent requests and uncertain outcomes so pending costs stay visible and new work respects the available budget.
Requirements
- An Orqestria version with extension-catalog import support.
- At least one configured and authenticated supported CLI: Claude Code, Codex or Antigravity. Provider access and usage are not included.
- Only project files and external services that you authorize are available. Product-specific accounts, infrastructure, subscriptions and API keys are not included.
- Review the import preview and imported skill trust before use. Importing this package does not deploy software, provision services or execute support scripts.