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Campaign for mapping design spaces — discover dimensions/axes, enumerate combinations, identify gaps and novel opportunities. Produces dimensional maps in the wiki vault.
Passed 11 of 22 test cases with the skill, and 6 of 22 without it.
and 4 more in the full report
5 fixed6 passed either way11 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have identified a new dimension 'Memory Bandwidth Scaling' and want to link it to the concept node 'Heterogeneous Chiplets' in the graph. Which tool call should be dispatched?
| Checked | Without skill | With skill |
|---|---|---|
| Invokes vault_add_edge to link dimensions with concept nodes | Missed | Passed |
The instructions your model reads when the skill loads.
Map the design space of a research area by discovering its fundamental dimensions (axes of variation), enumerating meaningful combinations, and identifying unexplored regions that represent novel opportunities.
| Level | Count | Skills |
|---|---|---|
| Strategy | 3 | dimension-discovery, combination-mapping, gap-prioritization |
| Tactic | 2 | axis-extraction, matrix-generation |
| SOP | 6 | dimension-page-creation, axis-validation, combination-enumeration, novelty-scoring, question-generation, matrix-export |
| Metric | Small | Medium | Large |
|---|---|---|---|
| Dimensions identified | 3 | 6 | 10 |
| Axes per dimension | 3 | 5 | 8 |
| Combinations explored | 10 | 30 | 60 |
| Novel gaps identified | 3 | 8 | 15 |
| Questions generated | 5 | 12 | 25 |
vault_search — find existing coverage of dimension valuesvault_add_edge — connect dimensions to conceptsvault_query_graph — explore existing dimension neighborhoodsvault_graph_stats — assess coverage completenesstest cases passed, vs 6 / 22 without
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