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.
No other account needed.
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
- alternative-futures builds 2-4 divergent scenarios from the same evidence base
- What-If Analysis: systematically vary key variables to explore outcome sensitivity
- Four Ways of Seeing: examine artifact through lenses of opportunity, risk, structure, and agency
- probe-execution tests each alternative against available evidence
- Diagnostic indicators identified that would discriminate between alternatives
- finding-aggregation compares explanatory power across alternatives
Budget Table
| Parameter | S | M | L |
|---|---|---|---|
| Attack vectors | 5 | 12 | 20 |
| Probing rounds | 3 | 6 | 10 |
| Personas | 2 | 4 | 6 |
| Assumption checks | 5 | 10 | 20 |
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.
| Tactic | When to use |
|---|---|
| adversarial-roleplay | Tactic: Construct detailed hostile persona, attack artifact from that persona's perspective, record successful attack paths for aggregation. |
| structured-attack-campaign | Tactic: 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.
| SOP | When to use |
|---|---|
| alternative-futures | Generate 2-4 divergent scenarios from the same evidence base, each representing a plausible alternative to the artifact's conclusions. |
| attack-vector-generation | Generate specific attack strategies for a given threat surface, producing concrete probes that can be executed. |
| finding-aggregation | Aggregate, deduplicate, and classify findings from multiple probes into a coherent vulnerability report. |
| probe-execution | Execute a single attack probe against an artifact, record the result with evidence and severity classification. |
| threat-surface-mapping | Enumerate 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