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Build and analyze patent citation networks — main path analysis, PageRank, cluster detection
Passed 20 of 21 test cases with the skill, and 16 of 21 without it.
and 2 more in the full report
4 fixed17 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which network centrality metric identifies patents that act as critical technological bridges connecting two otherwise separate industry sub-domains by calculating shortest paths?
| Checked | Without skill | With skill |
|---|---|---|
| calculates betweenness centrality to identify technological bridge nodes | Missed | Passed |
The instructions your model reads when the skill loads.
Builds patent citation networks from citation pair data and performs structural analysis including main path identification, PageRank computation, and cluster detection.
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 16 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.