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/benchmark-sweep

Systematically scan all known solutions, identify gaps in coverage and

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de-anthropocentric-research-engine
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Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill benchmark-sweep --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/benchmark-sweep

Context preview

The summary Claude sees to decide when to auto-load this skill.

Systematically scan all known solutions, identify gaps in coverage and

SKILL.md

benchmark-sweep.SKILL.md
name: benchmark-sweep
description: Systematically scan all known solutions, identify gaps in coverage and
  unexplored regions of the solution space.
execution: strategy
dependencies:
  sops:
  - creative-ideation-benchmark-inventory
  - enumeration-synthesis
  - intersection-evaluation
  - method-problem-crossing
  tactics:
  - coverage-analysis

Benchmark Sweep

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

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

<!-- BEGIN available-tables (generated) -->

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. |

<!-- END available-tables (generated) -->

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Ships withde-anthropocentric-research-engine

The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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Repo: yogsoth-ai/de-anthropocentric-research-engine