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/anti-benchmark

Challenge industry best practices' hidden assumptions. Deconstruct benchmarks

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

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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/anti-benchmark

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Challenge industry best practices' hidden assumptions. Deconstruct benchmarks

SKILL.md

anti-benchmark.SKILL.md
name: anti-benchmark
description: Challenge industry best practices' hidden assumptions. Deconstruct benchmarks
  to reveal unexamined constraints.
execution: strategy
dependencies:
  tactics:
  - creative-ideation-assumption-enumeration
  sops:
  - benchmark-challenge
  - constructive-rebellion
  - creative-ideation-assumption-perturbation
  - destruction-synthesis
  - sacred-cow-identification

Anti-Benchmark

Challenge industry best practices' hidden assumptions.

State Ledger

| Resource | Target | Current | % | |----------|--------|---------|---| | web-search | 25 | 0 | 0% | | web-research | 10 | 0 | 0% | | paper-overview | 25 | 0 | 0% | | paper-search | 15 | 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 | |--------|------| | assumption-enumeration | Surface assumptions hidden in benchmarks |

Available SOPs

| SOP | Role | |-----|------| | benchmark-challenge | Identify and negate benchmark assumptions | | sacred-cow-identification | Find unquestioned beliefs behind best practices | | assumption-perturbation | Test what happens when benchmark assumptions fail | | constructive-rebellion | Build alternatives that violate benchmarks constructively | | destruction-synthesis | Synthesize anti-benchmark outputs |

Execution Guidance

1. **Identify benchmarks**: Catalog the industry best practices and standards in the domain 2. **Deconstruct**: Use benchmark-challenge to expose hidden assumptions in each 3. **Surface sacred cows**: Use sacred-cow-identification for deeper unquestioned beliefs 4. **Perturb**: Use assumption-perturbation to test "what if this standard is wrong?" 5. **Research alternatives**: Search for domains that succeed WITHOUT these benchmarks 6. **Build**: Use constructive-rebellion to form solutions that violate conventions productively 7. **Synthesize**: Produce structured output via destruction-synthesis

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

Available Tactics

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

| Tactic | When to use | | --- | --- | | creative-ideation-assumption-enumeration | Surface, perturb, and prioritize assumptions by disruption potential. Orchestrates assumption surfacing → perturbation → sacred cow identification → prioritization. |

Available SOPs

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

| SOP | When to use | | --- | --- | | benchmark-challenge | Identify and negate benchmark assumptions. Deconstruct best practices to reveal hidden constraints and open new spaces. | | constructive-rebellion | Build constructive alternatives from destructive negation. Transform violated assumptions into viable innovation directions. | | creative-ideation-assumption-perturbation | Perturb each assumption, observe system response. Systematic stress-testing of assumptions to reveal fragility and opportunity. | | destruction-synthesis | Synthesize all assumption destruction outputs into structured destructive innovation report. | | sacred-cow-identification | Find domain's unquestioned beliefs. Systematic identification of dogma that constrains innovation. |

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

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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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