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Formalize search queries and inclusion/exclusion criteria for systematic surveys. Produces a reproducible search protocol document. Used by systematic-survey.
Passed 3 of 20 test cases with the skill, and 3 of 20 without it.
1 fixed3 passed either way19 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
We have completed our systematic review screening and extracted the study counts: 1,200 records identified, 200 duplicates removed, 1,000 screened, 800 excluded, 200 full-text assessed, 150 excluded with reasons, 50 included. Please write the LaTeX code using the tikz package to render this PRISMA 2020 flow diagram.
| Checked | Without skill | With skill |
|---|---|---|
| The response directly provides the requested LaTeX code for the PRISMA diagram. | Missed | Passed |
| The response does not invoke spawn-agent. | Passed | Passed |
The instructions your model reads when the skill loads.
Formalize search queries + inclusion/exclusion criteria for systematic surveys.
Subagent — spawned via subagent-spawning/spawn-agent skill.
Protocol definition requires careful reasoning about query formulation, Boolean operators, database selection, and criteria boundaries. Dedicated context prevents this analytical work from being rushed.
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 3 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.