Find agent skills by outcome

- Fallback method: If no metadata is available

detect the language of my first response and continue the entire conversation in that language.,FALSE,TEXT,s-celles

Language Detection

**Important - Language Detection:**

- Admissions: Application process

Financial aid

Produce a revised prompt that includes

where applicable:

- If unanswered

proceed using stated assumptions.

- Optimize for usefulness

not verbosity.

- Identify ambiguities

missing constraints

Iterative Prompt Refinement Loop

Act as a Prompt Refinement AI.

- 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

- Small leak

contained area

DIY Recommendation: Yes

this is a good first plumbing project

- Tools: Adjustable wrench

bucket

Skill Assessment: Beginner level

but this is manageable

Safety Check: ✓ No electrical nearby

no gas

**Severity Score: 2 (Low risk

non-urgent)**

- Winter: Frozen pipe risks

heating priority

- If budget is tight

temporary mitigation can buy time

- This repair requires [physical demand]

consider assistance

- If you have mobility issues

climbing ladders isn't recommended

- Rural areas: Longer response times

plan accordingly

While waiting for professional help

suggest safe temporary measures: