Prompt kit for agentic coding cost control

Put a hard stop between your coding agent and a runaway bill.

Budget worksheets, kill-switch prompts, routing decisions, and review gates for Claude Code, GitHub Copilot, OpenAI Codex/API workflows, and Gemini-style coding agents.

Built for source-verified decisions and practical run control. No bill-reduction promise.

Use it before the agent starts

Estimate the run

Classify the task, allowed files, likely expensive steps, retry caps, and human checkpoints.

Set hard stops

Give the agent max turns, max files, max failures, approval gates, and a blocker-note format.

Route by phase

Separate planning, bounded execution, and final review instead of using one open-ended premium run.

Prompt library

Includes prompts for budget estimation, Claude Code guarded execution, Copilot premium-request containment, OpenAI Codex/API workflows, Gemini-style quota checks, multi-vendor routing, runaway-loop prevention, and post-run review.

Templates

Includes an agent-run budget worksheet, circuit-breaker checklist, vendor routing matrix, budget alert setup checklist, and post-run review form. Every template includes a worked sample.

Built for current vendor reality

The kit points users to official OpenAI, Anthropic, GitHub, and Google billing or rate-limit sources before making plan-sensitive decisions. It avoids precise pricing claims that can go stale.

FAQ

Does this guarantee a lower bill?

No. It gives you prompts and worksheets for visibility, source verification, and stop rules. Actual spend depends on your usage and provider plans.

Is this only for Claude Code?

No. It includes patterns for Claude Code, GitHub Copilot, OpenAI Codex/API workflows, and Gemini-style agents.

Will I receive the files after checkout?

Stripe redirects buyers to a delivery page that verifies the checkout session before showing the download.

Can teams use it?

Yes. Solo operators can use it as personal discipline; teams can adapt it into an agent-run SOP.