AI Agent Cost Control Kit — Checklists & Templates for Solo Builders

AI agents can feel powerful — and they can also waste money fast.The problem is usually not one expensive API call. It's the loop: repeated searches, unclear stop conditions, growing context, failed tool calls, and drafts rewritten forever.This kit is a simple operating system for keeping AI agent workflows under control. Use it to set limits, define stop conditions, review permissions, and keep a record of what each run actually did.The True Cost Calculator helps you estimate more than token usage: retries, failed tool calls, automation-platform operations, external APIs, subscriptions, and review time.WHAT'S INCLUDED (10 practical templates + 3 support files, 13 Markdown files total):- API Cost Control Checklist — the pre-flight check before any agent goes on a schedule- Stop Condition Checklist — the one question every loop must answer: when does this stop?- Agent Loop Design Sheet — 4 loop patterns with hard limits, stop conditions, and cost estimation- Tool Candidate Scorecard — score any new API/tool before you build a dependency on it- AI Agent True Cost Calculator — estimate monthly workflow cost beyond token usage- Cost Leak Diagnosis Sheet — find repeated searches, retry loops, context bloat, and paid APIs inside loops after a bad run- Minimum Viable Agent Audit Trail — record trigger, input, action, output, evidence level, safety gate, skip reason, and next-run rule- Agent Permission Ladder — choose whether a run may observe, draft, recommend, queue, publish, or engage/transact before it starts- Pre-Run Human Review Gate — check evidence, permission, cost caps, failure handling, and recovery; then choose run, draft-only, manual-only, or stop- Daily Run Log Template — a short record of output, usage, failure, and the next-run constraint- License and Support — personal-use terms, important limits, and a support route- README with a suggested 2-week adoption plan- ChangelogWHO IT'S FOR:Solo founders, indie hackers, and creators running AI agents or automation workflows (n8n, Make, custom Python, Claude/GPT agents).WHAT IT'S NOT:Not a money-making system. No income promises. No guaranteed cost savings. Just practical guardrails for reviewing agent experiments before they become expensive habits.FAQ:- Works with n8n, Make, Zapier, Claude/GPT agents, custom Python scripts, and other agent workflows.- The calculator and diagnosis sheet are planning/review worksheets, not automatic billing dashboards.- The audit trail template is a lightweight review record, not a compliance system.- The permission ladder is a planning and review template, not a replacement for access control or approval systems.- The pre-run gate supports a human decision; it does not make a workflow safe or compliant by itself.- Best for solo builders and small teams before they have internal AI ops dashboards.- Setup time varies by workflow; the daily log is designed as a short record for each run.Questions? DM @PochiAutoLab on X.

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