---
name: yogsoth-ai/anti-benchmark
source: https://app.decimal.ai/s/yogsoth-ai-anti-benchmark@1/SKILL.md
source_sha256: a210b6e15134
---

# 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) -->