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General-purpose QA verdict for any artifact type
Passed 11 of 18 test cases with the skill, and 7 of 18 without it.
and 11 more in the full report
9 fixed5 passed either way5 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
A developer provides a JSON payload output captured from an HTTP response to evaluate against a quality schema. Which artifact type identifier should be passed to the QA tool?
| Checked | Without skill | With skill |
|---|---|---|
| Classifies the JSON payload artifact type as api_response. | Missed | Passed |
The instructions your model reads when the skill loads.
Standalone quality assessment for any artifact — code, documents, API responses, test output, or custom content. Unlike ooo evaluate (3-stage formal verification pipeline), ooo qa is a fast single-pass verdict with actionable suggestions.
ooo qa [file_path | artifact_text]
ooo qa # evaluate recent execution output
/ouroboros:qa [file_path | artifact_text] # plugin mode
Trigger keywords: "ooo qa", "qa check", "quality check"
The QA Judge evaluates an artifact against a quality bar and returns a structured verdict:
done (pass), continue (revise), escalate (fail)| Score Range | Verdict | Loop Action |
|---|---|---|
| >= 0.80 | PASS | done |
| 0.40 - 0.79 | REVISE | continue |
| < 0.40 | FAIL | escalate |
When the user invokes this skill:
This skill works in two modes. Determine which one before attempting any tool calls:
test cases passed, vs 7 / 18 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.