classify-constraint
SkillDev toolsLets your agent sort project constraints into hard, soft, or assumption-like classes with evidence for each.
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 classify-constraint skill
About this skill
Classify constraints as hard, soft, or assumption-like after explicit identification.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/classify-constraint/SKILL.md and read by ahel’s review.
Purpose
Classify each identified constraint as hard, soft, or assumption-like and make the consequence of that class explicit.
Input contract
required: [constraint_candidates, evidence_register, decision_context]
optional: [stakeholder_requirements, prior_constraint_ledger]
constraints: [each candidate has a statement, scope, source, and consequence if violated]
Procedure
- Parse each candidate into condition, scope, source, and violation consequence.
- Mark hard when violation is disqualifying and externally anchored; soft when tradeable; assumption-like when inferred and testable.
- Record the evidence and counterevidence supporting the class.
- Emit the classified ledger and tests or escalation required for uncertain classes.
Output contract
produces: [constraint_ledger, classification_rationale, validation_actions]
delta_fields: [findings, evidence_updates, assumption_updates, uncertainties, decisions]
Quality gates
- Every class has a source, scope, and violation consequence.
- An assumption-like item cannot be enforced as a hard veto until independently validated.
Failure and counterexamples
Do not classify a preference as hard merely because it is strongly stated. Keep ambiguous constraints unresolved.
Provenance map
- resolved: constraint-classification
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
classify-constraint- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine