derive-consequences
SkillDev toolsLets your agent work out the logical consequences of a changed assumption or claim, step by step.
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 derive-consequences skill
About this skill
Trace logically valid consequences from an altered premise, provocation, or negated claim.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/derive-consequences/SKILL.md and read by ahel’s review.
Purpose
Trace valid consequences from an altered premise, provocation, or negated claim.
Input contract
required: [premise_change, base_model, inference_rules]
optional: [time_horizon, boundary_conditions, contradiction_policy]
constraints: [each consequence links to an explicit inference step]
Procedure
- State the altered premise and preserve unaffected assumptions.
- Apply inference rules stepwise, recording intermediates and branches.
- Mark contradictions, uncertainty, and boundary violations.
- Return consequences with dependency paths and testable implications.
Output contract
produces: [consequence_chain, intermediate_steps, contradictions, testable_implications]
delta_fields: [findings, hypothesis_updates, uncertainties]
Quality gates
- No endpoint is emitted without its intermediate derivation.
- Premise changes are distinguished from downstream assumptions.
- Contradictory branches are retained and labeled.
Parameterization
Caller supplies premise schema, model graph, inference calculus, depth limit, and contradiction policy.
Failure and counterexamples
Reject leaps that omit mechanisms, circular derivations, or consequences outside declared scope.
Provenance map
- concept: stress-test/deductive-chain
- concept: deep-insight/consequence-following
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
derive-consequences- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine