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Define gate criteria and pass thresholds for a specific stage in the Stage-Gate process.
Passed 16 of 20 test cases with the skill, and 8 of 20 without it.
and 14 more in the full report
10 fixed8 passed either way3 still failing1 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.
We need gate criteria for our API gateway performance validation gate. Write a single soft recommendation asking the team to optimize response latency under load.
| Checked | Without skill | With skill |
|---|---|---|
| Rejects non-measurable soft recommendations | Missed | Passed |
| Requires explicit measurable thresholds such as p99 latency under 200ms | Missed | Passed |
The instructions your model reads when the skill loads.
Define explicit, measurable criteria that a candidate must satisfy to pass through a specific stage gate. Each criterion has a pass threshold and evidence requirements.
Spawns a subagent that:
Gate criteria must be defined independently of the candidate being evaluated to avoid bias. A dedicated subagent ensures criteria are set based on the stage requirements, not tailored to make a specific candidate pass.
Output MUST include: at least 3 gate criteria, measurable pass threshold for each, and evidence requirements. Reject if criteria are vague or unmeasurable.
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 8 / 20 without
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