Developer Tools / CI/CD

tokentoll

tokentoll is a GitHub Action and CLI that scans Python and JavaScript/TypeScript code for LLM API calls, estimates spend, and blocks pull requests when cost or model-policy thresholds are exceeded.

Clear28/30
Useful27/30
Specific16/20
Complete15/20
tokentoll screenshot

Why it was accepted

The page clearly presents a real AI-adjacent developer tool with a specific job: catching LLM cost regressions in CI and PR review. The snapshot includes a detailed README-style description, quick-start workflow config, supported SDKs, policy rules, CLI commands, and a live demo section showing concrete usage.

Weakness

The snapshot does not show package adoption signals such as releases, install stats, issue activity, or how pricing data stays current beyond a bundled update command. It also does not show the full policy schema or the implementation details of how estimates are calculated.

Review status

3 days ago #101 ↑ +2

Last evaluated 3 days ago. Current rank #101. Up 2 spots in the rankings.

Score history

86

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