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Classify gap root causes using AHRQ 4-reason framework (insufficient info, biased info, inconsistent info, not yet integrated).
Passed 13 of 22 test cases with the skill, and 18 of 22 without it.
2 fixed14 passed either way2 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Clinical trials for an inhaled steroid used a 1600 mcg daily dose, whereas clinical practice guidelines restrict dosing to 400 mcg daily due to systemic toxicity concerns. Identify the primary AHRQ gap reason category.
| Checked | Without skill | With skill |
|---|---|---|
| Classifies the gap under not the right information due to intervention dosing mismatch | Missed | Passed |
The instructions your model reads when the skill loads.
Classify why a research gap exists using the AHRQ framework.
Subagent — spawned via subagent-spawning/spawn-agent.
One unit = one AHRQ reason classification pass.
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 18 / 22 without
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