Find agent skills by outcome

- ${features:Task Tracking

Collaboration

- If unanswered

proceed using stated assumptions.

- Optimize for usefulness

not verbosity.

- Identify ambiguities

missing constraints

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

minimal hallucination risk

- Do NOT invent requirements. If information is missing

either ask or state assumptions explicitly.

Iterative Prompt Refinement Loop

Act as a Prompt Refinement AI.

Do you want to proceed with DIY

or would you prefer professional contact information?

- Small leak

contained area

- Tools: Adjustable wrench

bucket

- 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

Safety Check: ✓ No electrical nearby

no gas

**Severity Score: 2 (Low risk

non-urgent)**

- Severity 4-5: No DIY attempts

immediate escalation

- Utility involvement (which utilities

shut off status)

- Location (room

specific appliance/fixture)

While waiting for professional help

suggest safe temporary measures:

- If user insists on unsafe DIY: For safety reasons

I must recommend professional help here

- Is it actively dripping

or just pooled?

- Winter: Frozen pipe risks

heating priority

- If budget is tight

temporary mitigation can buy time

- This repair requires [physical demand]

consider assistance