Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →yogsoth-ai/ablation-brainstorm
Remove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
Passed 10 of 15 test cases with the skill, and 6 of 15 without it.
and 6 more in the full report
6 fixed8 passed either way7 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our e-commerce checkout system has grown too complex and we need fresh redesign ideas. Perform a subtractive analysis on the checkout engine by stripping away individual modules step by step and documenting the resulting behavior changes. Identify the key dependency relationships, brainstorm potential replacements or redesigns for those bottleneck components, filter the top concepts, and synthesize everything into a prioritized strategy document.
| Checked | Without skill | With skill |
|---|---|---|
| Include a state ledger tracking research resource targets. | Missed | Passed |
| Provide explicit justification for remaining unconsumed resource budgets. | Missed | Passed |
The instructions your model reads when the skill loads.
Systematically remove components from a system one by one, observe what changes, and use the resulting insights to generate novel ideas.
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 20 | 0 | 0% |
| web-research | 5 | 0 | 0% |
| paper-overview | 20 | 0 | 0% |
| paper-search | 12 | 0 | 0% |
| paper-research | 5 | 0 | 0% |
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
| Tactic | Role |
|---|---|
| coverage-analysis | Ensure all components are ablated |
| evaluation-filtering | Score and filter ablation-derived ideas |
| SOP | Role |
|---|---|
| ablation-execution | Remove components one by one, record responses |
| dependency-identification | Extract dependency graph from ablation results |
| enumeration-synthesis | Synthesize ablation insights into idea report |
test cases passed, vs 6 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.