Clarify Resources

SkillDev tools

Understand what resources the user has available for research — compute,

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 Clarify Resources skill

What this skill tells your AI

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

Map the user's available resources.

Execution

Dialogue — inline, no subagent.

What to Ask About (one at a time)

  • Compute: local GPU specs / cloud budget / CPU-only
  • Timeline: hard deadline? flexible? how many months?
  • Collaboration: solo / advisor / team / cross-institution
  • Data access: public datasets? proprietary? need to collect?
  • Experimental environment: dry-lab only? wet-lab access?

Key Behavior

Every item accepts "TBD" as a valid answer. Note TBD items — they may need revisiting later.

Output

Resources section of ActorProfile.

Signals

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