anti-benchmark

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/anti-benchmark

Challenge hidden assumptions in industry benchmarks

  • Expose unexamined constraints in best practices and benchmarks
  • Uses web and paper research to analyze assumptions
  • Applies SOPs like benchmark-challenge and assumption-perturbation
  • Synthesizes findings into constructive alternatives
SKILL.md
.github/skills/anti-benchmarkView on GitHub ↗
---
name: anti-benchmark
description: Challenge industry best practices' hidden assumptions. Deconstruct benchmarks to reveal unexamined constraints.
execution: strategy
used-by: assumption-destruction
---

# 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
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