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Build articles × concepts coverage matrix to visualize research landscape and identify empty cells as gap candidates.
Passed 4 of 19 test cases with the skill, and 3 of 19 without it.
1 fixed4 passed either way18 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.
I have two separate, unrelated collections of literature: Collection A has 15 papers on solid oxide fuel cells, and Collection B has 20 papers on lithium-sulfur batteries. If I request a concept matrix construction for Collection A and a separate concept matrix construction for Collection B, how many budget units does this process consume based on standard unit allocation?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies that two budget units are consumed. | Missed | Passed |
The instructions your model reads when the skill loads.
Build coverage matrices to visualize where research is dense vs absent.
Subagent — spawned via subagent-spawning/spawn-agent.
One unit = one concept matrix construction from a paper collection.
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 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.