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Guides researchers through structured ideation frameworks to discover high-impact research directions.
Passed 18 of 23 test cases with the skill, and 15 of 23 without it.
and 4 more in the full report
3 fixed15 passed either way5 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.
I'm feeling stuck on my current project regarding retrieval-augmented generation for legal document analysis—everything feels like an incremental benchmark improvement. Can you guide me through a structured ideation session? I need a diverse set of candidate directions generated through abstraction shifting, system decomposition, and stakeholder perspective rotations. Please apply critical evaluation filters to select the top candidates, then format the strongest idea into a defensible research pitch with concrete experimental steps to test it.
| Checked | Without skill | With skill |
|---|---|---|
| Includes all three movements of the abstraction ladder: moving up (generalizing), moving down (instantiating), and moving sideways (analogizing). | Missed | Passed |
| Formats the final pitch using the two-sentence pitch template. | Missed | Passed |
| Proposes a 2-week pilot study to assess feasibility rather than a multi-month schedule. | Missed | Passed |
The instructions your model reads when the skill loads.
Structured frameworks for discovering the next research idea. This skill provides ten complementary ideation lenses that help researchers move from vague curiosity to concrete, defensible research proposals. Each framework targets a different cognitive mode—use them individually or combine them for comprehensive exploration.
Do NOT use this skill when:
scientific-skills:literature-review)Research ideas originate from two distinct modes. Knowing which mode you are in prevents a common failure: building solutions that lack real problems, or chasing problems without feasible approaches.
Problem-First (pain point → method):
Solution-First (new capability → application):
Workflow:
test cases passed, vs 15 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.