ablation-brainstorm
FeaturedRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
AI & Automation 458 stars
34 forks Updated yesterday Apache-2.0
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# Ablation Brainstorm
Systematically remove components from a system one by one, observe what changes, and use the resulting insights to generate novel ideas.
## State Ledger
| 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% |
## HARD-GATE
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
## Available Tactics
| Tactic | Role |
|--------|------|
| coverage-analysis | Ensure all components are ablated |
| evaluation-filtering | Score and filter ablation-derived ideas |
## Available SOPs
| 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 |
## Execution Guidance
1. **Decompose**: List all components of the target system
2. **Ablate**: Run ablation-execution — remove each component, record effects
3. **Analyze**: Run dependency-identification to find critical dependencies
4. **Ideate**: For each critical dependency, ask "what if this were replaced/eliminated/redesigned?"
5. **Filter**: Apply evaluation-filtering to rank generated ideas
6. **Synthesize**: Produce structured report via enumeration-synthesis
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Details
- Author
- yogsoth-ai
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Created
- 7 months ago
- Last Updated
- yesterday
- Language
- HTML
- License
- Apache-2.0
Integrates with
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