- Lightweight/chat-only models (older 7B–13B models
mini variants) — usually lack depth/context/tool reliability
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110,539 skills indexed with the new KISS metadata standard.
mini variants) — usually lack depth/context/tool reliability
fast
excellent for self-hosting
very large context windows
writing quality
recommend which AI engines are best suited and why.
function calling
always tailor to the process):
best at following extremely long/complex instructions
real-time knowledge via X
open behavior
some inconsistency |
then issue your verdict with clear reasoning.
dependencies
20% time savings
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
evaluate these dimensions (suggested weights for averaging: e.g.
drafting
but goals or data are unclear. AI could assist with insights
implicit knowledge
well-defined data
provide a structured assessment.
consistent data
time