Alternative Analysis Strategy

SkillDev tools

'Strategy: What-If Analysis, Alternative Futures, and Four Ways of Seeing

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Alternative Analysis Strategy skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/alternative-analysis/SKILL.md and read by ahel’s review.

CIA SAT alternative analysis: generate multiple competing interpretations to prevent anchoring on a single explanation.

Method

  1. alternative-futures builds 2-4 divergent scenarios from the same evidence base
  2. What-If Analysis: systematically vary key variables to explore outcome sensitivity
  3. Four Ways of Seeing: examine artifact through lenses of opportunity, risk, structure, and agency
  4. probe-execution tests each alternative against available evidence
  5. Diagnostic indicators identified that would discriminate between alternatives
  6. finding-aggregation compares explanatory power across alternatives

Budget Table

ParameterSML
Attack vectors51220
Probing rounds3610
Personas246
Assumption checks51020

Orchestration

threat-surface-mapping → [identify variable dimensions]
→ alternative-futures (generate 2-4 scenarios)
→ [for each alternative]:
    attack-vector-generation (find discriminating tests)
    → probe-execution (test alternative)
→ finding-aggregation → attack-resilience-scoring

Subagents

  • threat-surface-mapping (dimension identification)
  • alternative-futures (scenario generation)
  • attack-vector-generation (discriminating test design)
  • probe-execution (alternative testing)
  • finding-aggregation (comparative synthesis)

Available Tactics

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

TacticWhen to use
adversarial-roleplayTactic: Construct detailed hostile persona, attack artifact from that persona's perspective, record successful attack paths for aggregation.
structured-attack-campaignTactic: Full attack lifecycle — threat surface enumeration, attack vector generation, systematic probing, and finding aggregation across all surfaces.

Available SOPs

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

SOPWhen to use
alternative-futuresGenerate 2-4 divergent scenarios from the same evidence base, each representing a plausible alternative to the artifact's conclusions.
attack-vector-generationGenerate specific attack strategies for a given threat surface, producing concrete probes that can be executed.
finding-aggregationAggregate, deduplicate, and classify findings from multiple probes into a coherent vulnerability report.
probe-executionExecute a single attack probe against an artifact, record the result with evidence and severity classification.
threat-surface-mappingEnumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
alternative-analysis
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine