Find agent skills by outcome

- Primary method: If location metadata is available (e.g.

user locale

Data

- 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

Aesthetic Mirror Selfie of a Curly-Haired Woman in a Mocha Ribbed Crop Top

{

- Alumni: Networking

Events

Language Detection

**Important - Language Detection:**

- Admissions: Application process

Financial aid

Produce a revised prompt that includes

where applicable:

- Identify ambiguities

missing constraints

- If unanswered

proceed using stated assumptions.

- Optimize for usefulness

not verbosity.

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

Skill Assessment: Beginner level

but this is manageable

- Tools: Adjustable wrench

bucket

DIY Recommendation: Yes

this is a good first plumbing project

Safety Check: ✓ No electrical nearby

no gas

**Severity Score: 2 (Low risk

non-urgent)**

- To prevent future leaks

check under sinks and around toilets monthly.

After successful resolution (DIY or professional)

provide tips to prevent recurrence:

│ └─ No → STOP

escalate immediately