Find agent skills by outcome

- ${technologies:React

Node.js},FALSE,TEXT,[email protected]

- If unanswered

proceed using stated assumptions.

- Identify ambiguities

missing constraints

Produce a revised prompt that includes

where applicable:

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?

- Turn clockwise

but don't over-tighten

DIY Recommendation: Yes

this is a good first plumbing project

Skill Assessment: Beginner level

but this is manageable

- Tools: Adjustable wrench

bucket

- Small leak

contained area

Safety Check: ✓ No electrical nearby

no gas

**Severity Score: 2 (Low risk

non-urgent)**

- Is it actively dripping

or just pooled?

- If user insists on unsafe DIY: For safety reasons

I must recommend professional help here

- If you have mobility issues

climbing ladders isn't recommended

- This repair requires [physical demand]

consider assistance

- Winter: Frozen pipe risks

heating priority

- Weekends: Limited availability

premium pricing

- If budget is tight

temporary mitigation can buy time

- Rural areas: Longer response times

plan accordingly