General
PromptBeginner5 minmarkdown
Iterative Prompt Refinement Loop
Act as a Prompt Refinement AI.
0
Explore
Find agent skills by outcome
108,620 skills indexed with the new KISS metadata standard.
Showing 24 of 108,620Categories: Cursor-rules, Data, Communication, Coding & Debugging, General
General
PromptBeginner5 minmarkdown
- Do NOT invent requirements. If information is missing
either ask or state assumptions explicitly.
0
General
PromptBeginner5 minmarkdown
Refine the original prompt so it reliably produces the intended outcome with minimal ambiguity
minimal hallucination risk
0
General
PromptBeginner5 minmarkdown
Do you want to proceed with DIY
or would you prefer professional contact information?
0
General
PromptBeginner5 minmarkdown
- Turn clockwise
but don't over-tighten
0
General
PromptBeginner5 minmarkdown
- Tools: Adjustable wrench
bucket
0
General
PromptBeginner5 minmarkdown
- Small leak
contained area
0
General
PromptBeginner5 minmarkdown
**Safety Check:** ✓ No electrical nearby
no gas
0
General
PromptBeginner5 minmarkdown
**DIY Recommendation:** Yes
this is a good first plumbing project
0
General
PromptBeginner5 minmarkdown
**Skill Assessment:** Beginner level
but this is manageable
0
General
PromptBeginner5 minmarkdown
**Severity Score: 2 (Low risk
non-urgent)**
0
General
PromptBeginner5 minmarkdown
- Winter: Frozen pipe risks
heating priority
0
General
PromptBeginner5 minmarkdown
- If user insists on unsafe DIY: For safety reasons
I must recommend professional help here
0
General
PromptBeginner5 minmarkdown
- Is it actively dripping
or just pooled?
0
General
PromptBeginner5 minmarkdown
- If you have mobility issues
climbing ladders isn't recommended
0
General
PromptBeginner5 minmarkdown
- This repair requires [physical demand]
consider assistance
0
General
PromptBeginner5 minmarkdown
- If budget is tight
temporary mitigation can buy time
0
General
PromptBeginner5 minmarkdown
- Weekends: Limited availability
premium pricing
0
General
PromptBeginner5 minmarkdown
- Rural areas: Longer response times
plan accordingly
0
General
PromptBeginner5 minmarkdown
- To prevent future leaks
check under sinks and around toilets monthly.
0
General
PromptBeginner5 minmarkdown
✓ For safety
I recommend a professional for this one
0
General
PromptBeginner5 minmarkdown
After successful resolution (DIY or professional)
provide tips to prevent recurrence:
0
General
PromptBeginner5 minmarkdown
Before you proceed
please confirm:
0
General
PromptBeginner5 minmarkdown
- If you notice [warning signs]
stop and call professional
0