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Shared SOP: verify quality gate criteria are met before proceeding
Passed 12 of 15 test cases with the skill, and 5 of 15 without it.
and 7 more in the full report
10 fixed7 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our model evaluation pipeline is supposed to output three artifacts: `model.onnx`, `latency_report.pdf`, and `benchmark.csv`. Which gate type checks whether all three target files were produced?
| Checked | Without skill | With skill |
|---|---|---|
| The response classifies checking for the presence of target output files as a Minimum Yield gate. | Missed | Passed |
The instructions your model reads when the skill loads.
Verify quality gate criteria are met before proceeding to the next phase.
Subagent — spawned via subagent-spawning/spawn-agent skill.
Quality gate verification requires independent assessment against criteria, free from sunk-cost bias of the producing agent.
| Gate | Checks |
|---|---|
| Budget Gate | Quantitative floor met (factor count, matrix rows, etc.) |
| Minimum Yield | Required deliverables present and non-trivial |
| HARD-GATE | Preconditions satisfied before starting |
| Completeness | All required sections/fields populated |
| Consistency | No internal contradictions |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |
test cases passed, vs 5 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.