FREE · READ-ONLY · NO API KEY

Find and measure AI/LLM cost-waste structure.

Paste one public GitHub URL. CostDoctor runs a Static Precheck and an evidence-bound Stage 2 diagnosis without executing your code or calling a model.

한국어 안내 보기

One URL only. The trusted GitHub form confirms the public-scan notice before it starts.

CHOOSE YOUR START

One free check, or a private run in your own Actions.

PUBLIC REPOSITORY

Paste one public GitHub URL

The Quick Scan checks the address in your browser, then carries only the normalized owner/repository into the trusted GitHub form. The result is posted as one sanitized Issue comment.

Start the free scan →

PRIVATE REPOSITORY

Keep the run inside your GitHub Actions

Use the read-only Self-Scan workflow with contents: read. Your private source stays in your repository's runner environment.

Read the Self-Scan guide →

VERIFIED SAVINGS

Go deeper only when you have usage evidence

Free scans always return structure and safe deterministic measurements when available. A separate advanced workflow can bind Provider usage and quality evidence; only then is a saving claim verified.

Read the Verified Savings guide →

WHAT YOU GET

Clear, evidence-bound findings.

MODEL CALLSAPI call candidates
RETRY RISKPatterns that may multiply calls
CACHE SIGNALSPlaces worth checking for reuse
TOKEN LIMITSInput/output budget controls

The same Issue combines Stage 1 counts with Stage 2 explanations, confidence, source category, deterministic context deltas, and coverage. Actual calls, spend, savings, and quality become verified only with matching Before/After Provider Evidence.

SANITIZED EXAMPLE

See the shape of a result before you install anything.

This is a sanitized Stage 2 shape, not a promise about your project and not a savings claim. The full example is available in the repository.

Open the result example →

WANT THIS ON EVERY CHANGE?

Install the Marketplace Action after the free check.

Use the same read-only contract in your own workflow. The Action writes sanitized runner-local reports and does not modify your repository.

permissions:
  contents: read

steps:
  - uses: leesugwan-dot/cost-doctor-github-app@v1.0.1
Open CostDoctor on GitHub Marketplace