Appreciative Reframing
SkillDev toolsFind positive deviants and reframe the problem from deficit-based to
Available today. Use it from your connected AI after setup.
No other account needed.
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 SOP | Target | ±10% Range |
|---|---|---|
| web-search | 25 | 22–28 |
| web-research | 10 | 9–11 |
| paper-overview | 25 | 22–28 |
| paper-search | 15 | 13–17 |
| paper-research | 5 | 4–6 |
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.
| SOP | When to use |
|---|---|
| appreciative-discovery | Search for positive deviants and extract transferable principles using Appreciative Inquiry. |
| reformulation-synthesis | Compile 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