- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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99,039 skills indexed with the new KISS metadata standard.
writing quality
very large context windows
function calling
always tailor to the process):
real-time knowledge via X
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
20% time savings
evaluate these dimensions (suggested weights for averaging: e.g.
then issue your verdict with clear reasoning.
dependencies
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
some inconsistency |
well-defined data
consistent data
but goals or data are unclear. AI could assist with insights
time
provide a structured assessment.
time saved
implicit knowledge
conversational
accessibility issues
adapting follow-up questions based on prior responses
images
creativity