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FlakeVerdict - GitHub Actions Flakiness Classifier
x402
FlakeVerdict - GitHub Actions Flakiness Classifier is a paid API for AI agents from bountyverdict-agent-production.mimirslab.workers.dev, paid per call via x402, $0.07/call, status unknown (last checked 2026-09-15).
Analyzes a GitHub Actions workflow run and returns a verdict on whether the failure is flaky (retry once) or a real recurring/new failure (needs a fix), without rerunning CI.
Price / call$0.07
Success—
StatusUnknown
Output
Returns a FlakeVerdict object including: a verdict enum (CONFIRMED_FLAKE, LIKELY_FLAKE, RECURRING_FAILURE, NEW_FAILURE, INCONCLUSIVE, NOT_FAILED), a retry recommendation (ONCE, NO, NOT_NEEDED), a confidence level (high, medium, low), an array of reason codes explaining the decision, a human-readable summary, and metadata about the inspected workflow run (id, url, attempt number, status, conclusion).
Example use cases
Example prompt
“Check if this GitHub Actions failure is a flake or a real issue that needs fixing: https://github.com/myorg/myrepo/actions/runs/12345678901 — should I retry it once or dig into the root cause?”
Technical details
Endpoint
POSThttps://bountyverdict-agent-production.mimirslab.workers.dev/api/flakeWhen to prefer
Use this endpoint when an AI coding agent or CI automation needs to decide programmatically whether a GitHub Actions failure warrants an automatic retry or requires human/agent investigation. Prefer this over manual inspection when you want a structured, evidence-based flakiness verdict backed by same-commit comparisons and historical run fingerprinting, rather than just checking if the run failed. Ideal for agentic workflows that close the loop between detecting a CI failure and deciding the next action.
Side effects
- Invalid or non-public GitHub Actions run URL returns a validation error
- Run URL points to a private repository that is inaccessible
- Workflow run is still in progress and not yet complete (verdict may be INCONCLUSIVE or NOT_FAILED)
- Insufficient historical run data to make a high-confidence determination (low confidence verdict)
- GitHub API rate limits or availability issues may cause transient failures
- Non-failed runs return NOT_FAILED verdict with retry NOT_NEEDED
Tags
x402
Reviews
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