Benchmark Sweep

SkillDev tools

Systematically scan all known solutions, identify gaps in coverage and

Available today. Use it from your connected AI after setup.

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

ResourceTargetCurrent%
web-search3000%
web-research1000%
paper-overview3000%
paper-search2000%
paper-research800%

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

TacticRole
coverage-analysisInventory → crossing → intersection evaluation pipeline
evaluation-filteringScore and filter generated gap-filling ideas

Available SOPs

SOPRole
benchmark-inventoryCatalog all known solutions with performance/applicability/limitations
method-problem-crossingBuild cross-reference matrix from inventory
intersection-evaluationAnnotate matrix cells as explored/partial/unexplored
enumeration-synthesisSynthesize sweep findings into structured report

Execution Guidance

  1. Inventory: Run benchmark-inventory to catalog all known methods
  2. Structure: Use method-problem-crossing to organize into matrix form
  3. Evaluate: Run intersection-evaluation to find gaps
  4. Generate: For each gap, brainstorm potential solutions
  5. Filter: Apply evaluation-filtering to rank gap-filling ideas
  6. Synthesize: Produce final report via enumeration-synthesis

Available Tactics

Optional, no fixed order; the final leaf is always a sop.

TacticWhen to use
coverage-analysisSystematic 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.

SOPWhen to use
creative-ideation-benchmark-inventoryCatalog all known solutions/methods in a domain with performance, applicability, and limitations.
enumeration-synthesisSynthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations.
intersection-evaluationEvaluate exploration status of each cell in a method×problem matrix, annotating as explored, partial, or unexplored.
method-problem-crossingBuild 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