Appreciative Reframing

SkillDev tools

Find positive deviants and reframe the problem from deficit-based to

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 Appreciative Reframing skill

What this skill tells your AI

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

Instead of "what's wrong?", ask "what's already working and why?"

Budget

Base SOPTarget±10% Range
web-search2522–28
web-research109–11
paper-overview2522–28
paper-search1513–17
paper-research54–6

State Ledger

<HARD-GATE>
| SOP | Done | Target | % |
|-----|------|--------|---|
| web-search | ? | 25 | ? |
| web-research | ? | 10 | ? |
| paper-overview | ? | 25 | ? |
| paper-search | ? | 15 | ? |
| paper-research | ? | 5 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>

Available SOPs

Import: web-search, web-research, paper-overview, paper-search, paper-research Subagent: appreciative-discovery, reformulation-synthesis

Execution Guidance

Find positive deviants (cases that succeed despite the general problem), identify their enabling conditions, reframe the problem as "how to create more of what already works."

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
appreciative-discoverySearch for positive deviants and extract transferable principles using Appreciative Inquiry.
reformulation-synthesisCompile all problem reformulation analyses into a coherent report with a recommended new problem definition.

Signals

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