Ask Intentionality

SkillSearch

Deep WHY probing inspired by i* Intentionality modeling. Understand the

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 Intentionality skill

What this skill tells your AI

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

Deep WHY probing (i* Intentionality). Understanding motivation shapes every downstream decision.

Execution

Dialogue — inline, no subagent.

What to Ask About

  • If user has a stated goal: Why this specific goal? What's driving it?
  • Motivation depth: graduation requirement / pure interest / career advancement / impact / combination
  • Success definition: What does "done well" look like to you?
  • Risk tolerance: safe incremental improvement vs. high-risk high-reward breakthrough
  • Innovation preference: improve existing methods vs. create entirely new approaches
  • Independence preference: complete solo vs. depend on collaborators
  • Time urgency: deadline-driven vs. long-term accumulation
  • Learning willingness: use familiar tools/domains vs. learn new ones

Key Behaviors

  • User may decline to answer (privacy). Accept gracefully. Note that downstream work becomes broader and may require more iteration.
  • This SOP can be re-invoked by the tactic whenever new WHY questions emerge.
  • Don't ask all dimensions at once — probe naturally based on conversation flow.

Output

Intentionality section of ActorProfile.

Signals

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