test-verification

Swarm Verify: independent verification for software changes from AI coding agents or humans. Runs a project's real checks, separates what passed from what was established, names what stayed unmeasured, and records evidence anyone can check. CLI, GitHub Action, Claude Code hook, MCP server, pre-commit hook.

gh CLI extension to verify GitHub Copilot CLI actually ran your tests - parses session JSONL event logs and flags suspicious patterns (shell timeouts, suppressed exit codes, zero tests, filter narrowing, build failures).

A pull request says all tests pass. prreceipt re-runs the claim in CI, counts what actually executed, and posts a receipt: claimed vs reproduced. No LLM, no AI detection.