challenge-assumption
SkillDev toolsLets your agent build a strong countercase against an assumption and assess what happens if it fails.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the challenge-assumption skill
About this skill
Construct a strong countercase or alternative to an assumption and assess consequence if it fails.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/challenge-assumption/SKILL.md and read by ahel’s review.
Purpose
Construct a strong countercase or alternative to an assumption and assess the consequence if it fails.
Input contract
required: [assumption, claim_or_decision, supporting_evidence]
optional: [alternative_worlds, dependency_graph, challenge_mode]
constraints: [separate assumption, countercase, evidence, and impact]
Procedure
- State the assumption's role and dependencies in the target claim.
- Build the strongest evidence-backed countercase and at least one alternative assumption.
- Propagate consequences through dependent claims and identify discriminating observations.
- Rate threat severity and confidence using the caller's scale.
Output contract
produces: [countercase, alternative_assumptions, consequence_analysis, discriminating_tests]
delta_fields: [findings, evidence_updates, uncertainties, recommended_jumps]
Quality gates
- Countercase attacks the assumption's strongest support, not a weak proxy.
- At least one alternative assumption and one impact path are explicit.
- Confidence distinguishes empirical threat from theoretical possibility.
Parameterization
Caller supplies assumption schema, evidence standard, challenge mode, consequence model, severity/confidence scales, and test budget.
Failure and counterexamples
Reject a challenge that merely negates the assumption without mechanism or evidence.
Provenance map
- concept: convergence/assumption-challenge
- resolved: benchmark-challenge
- resolved: counter-assumption-generation
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
challenge-assumption- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine