Anti-Benchmark
SkillDev toolsChallenge industry best practices' hidden assumptions. Deconstruct benchmarks
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Anti-Benchmark skill
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/anti-benchmark/SKILL.md and read by ahel’s review.
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
- Identify benchmarks: Catalog the industry best practices and standards in the domain
- Deconstruct: Use benchmark-challenge to expose hidden assumptions in each
- Surface sacred cows: Use sacred-cow-identification for deeper unquestioned beliefs
- Perturb: Use assumption-perturbation to test "what if this standard is wrong?"
- Research alternatives: Search for domains that succeed WITHOUT these benchmarks
- Build: Use constructive-rebellion to form solutions that violate conventions productively
- Synthesize: Produce structured output via destruction-synthesis
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. |
Signals
- GitHub stars
- 469
- Forks
- 37
- Last commit
- Sep 2026
Advanced
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anti-benchmark- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine