General
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- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
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121,884 skills indexed with the new KISS metadata standard.
writing quality
very large context windows
excellent for self-hosting
real-time knowledge via X
function calling
always tailor to the process):
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
dependencies
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
evaluate these dimensions (suggested weights for averaging: e.g.
then issue your verdict with clear reasoning.
20% time savings
some inconsistency |
consistent data
well-defined data
time saved
implicit knowledge
but goals or data are unclear. AI could assist with insights
provide a structured assessment.
time
conversational
creativity
ethical
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