- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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7,968 skills indexed with the new KISS metadata standard.
writing quality
excellent for self-hosting
function calling
real-time knowledge via X
always tailor to the process):
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
evaluate these dimensions (suggested weights for averaging: e.g.
then issue your verdict with clear reasoning.
some inconsistency |
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
dependencies
20% time savings
consistent data
well-defined data
time
time saved
provide a structured assessment.
but goals or data are unclear. AI could assist with insights
implicit knowledge
accessibility issues
conversational
adapting follow-up questions based on prior responses
images
a team