Benchmark Sweep
SkillDev toolsSystematically scan all known solutions, identify gaps in coverage and
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Benchmark Sweep skill
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/benchmark-sweep/SKILL.md and read by ahel’s review.
Systematically scan all known solutions in a domain, catalog their properties, and identify gaps where no solution exists.
State Ledger
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 30 | 0 | 0% |
| web-research | 10 | 0 | 0% |
| paper-overview | 30 | 0 | 0% |
| paper-search | 20 | 0 | 0% |
| paper-research | 8 | 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 | Inventory → crossing → intersection evaluation pipeline |
| evaluation-filtering | Score and filter generated gap-filling ideas |
Available SOPs
| SOP | Role |
|---|---|
| benchmark-inventory | Catalog all known solutions with performance/applicability/limitations |
| method-problem-crossing | Build cross-reference matrix from inventory |
| intersection-evaluation | Annotate matrix cells as explored/partial/unexplored |
| enumeration-synthesis | Synthesize sweep findings into structured report |
Execution Guidance
- Inventory: Run benchmark-inventory to catalog all known methods
- Structure: Use method-problem-crossing to organize into matrix form
- Evaluate: Run intersection-evaluation to find gaps
- Generate: For each gap, brainstorm potential solutions
- Filter: Apply evaluation-filtering to rank gap-filling ideas
- Synthesize: Produce final report via enumeration-synthesis
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| coverage-analysis | Systematic coverage evaluation pipeline — benchmark inventory, method-problem crossing, and intersection evaluation to map explored vs unexplored solution space. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| creative-ideation-benchmark-inventory | Catalog all known solutions/methods in a domain with performance, applicability, and limitations. |
| enumeration-synthesis | Synthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations. |
| intersection-evaluation | Evaluate exploration status of each cell in a method×problem matrix, annotating as explored, partial, or unexplored. |
| method-problem-crossing | Build method×problem cross-reference matrix showing which methods have been applied to which problems. |
Signals
- GitHub stars
- 469
- Forks
- 37
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
benchmark-sweep- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine