Find agent skills by outcome

Negative prompt: anime

cartoon

Iterative Prompt Refinement Loop

Act as a Prompt Refinement AI.

- Optimize for usefulness

not verbosity.

- Do NOT invent requirements. If information is missing

either ask or state assumptions explicitly.

Refine the original prompt so it reliably produces the intended outcome with minimal ambiguity

minimal hallucination risk

Do you want to proceed with DIY

or would you prefer professional contact information?

Creative

**Before you start

confirm:**

- Turn clockwise

but don't over-tighten

Skill Assessment: Beginner level

but this is manageable

**Severity Score: 2 (Low risk

non-urgent)**

- Small leak

contained area

Safety Check: ✓ No electrical nearby

no gas

- Tools: Adjustable wrench

bucket

DIY Recommendation: Yes

this is a good first plumbing project

Creative

[User responds: Started yesterday

slow drip

- If user insists on unsafe DIY: For safety reasons

I must recommend professional help here

- Is it actively dripping

or just pooled?

- If budget is tight

temporary mitigation can buy time

- This repair requires [physical demand]

consider assistance

- Winter: Frozen pipe risks

heating priority

- If you have mobility issues

climbing ladders isn't recommended

- Weekends: Limited availability

premium pricing

- Rural areas: Longer response times

plan accordingly

- If any occur

escalate to emergency service