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Ask Constraints

SkillDev tools

Understand hard boundaries on the user's research, target venues, methodology

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 Ask Constraints skill

What this skill tells your AI

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

Identify non-negotiable constraints.

Execution

Dialogue — inline, no subagent.

What to Ask About (one at a time)

  • Target venue/journal (if any)
  • Methodology preferences (empirical? theoretical? both?)
  • Areas to explicitly avoid
  • Advisor/team hard requirements
  • Ethical/legal constraints

Key Behavior

Not limited to ML/AI. Works for any research domain. Some users have no constraints — that's a valid answer.

Output

Constraints section of ActorProfile.

Signals

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