Run CIAgent regression checks after changing an AI agent's code, prompts, or knowledge base in a repo that has agentci_spec.yaml, and interpret the results. Use after editing agent logic, before committing agent changes, or when the user asks whether the agent still works.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Run CIAgent checks on this repo's agent
The repo has `agentci_spec.yaml` (if it does not, use the `onboard` skill
instead). Your job: run the right check for the change that was just made,
read the result correctly, and never paper over a failure.
## Which command
| Situation | Command |
|---|---|
| Spec or wiring changed, or no API keys | `ciagent test --mock` |
| Agent code / prompt / retrieval changed | `ciagent test --yes --format json` |
| Result differs from last run, or flakiness suspected | `ciagent test --runs 3 --yes` |
| Knowledge base changed | `ciagent generate-checks --dry-run`, review, then apply |
| The LLM judge's verdicts look wrong | `ciagent judge-audit` |
Live runs (`test` without `--mock`, `judge-audit`, `generate-checks`) call model
APIs on the user's keys. Mock mode is free. If the user has not already
approved live runs in this session, prefer `--mock` or ask.
## Reading results
Exit codes: **0** pass (including flaky-but-passing), **1** correctness failure
(with `--runs N`: failed in every run), **2** infra or config error — fix the
setup, not the agent.
With `--format json`: per-query entries carry layer results (correctness /
…
The line at the top of this page pins the label git:20260709.8e73ef5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_wnocnvx4lflvgbph
GET https://markdownregistry.com/api/v1/resolve?ref=davepoon/buildwithclaude/check
GET https://markdownregistry.com/api/v1/blob/b5b05bdab33c2d4f467ec450ee824f0088d2ff0d70585b186a68d520ad8e1fce
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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