- **Gemini 2.5 Pro / Flash (Google)** — Outstanding multimodal (especially video/document understanding)
very large context windows
Explore
93,036 skills indexed with the new KISS metadata standard.
very large context windows
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.
20% time savings
dependencies
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
then issue your verdict with clear reasoning.
some inconsistency |
well-defined data
consistent data
provide a structured assessment.
time saved
time
implicit knowledge
but goals or data are unclear. AI could assist with insights
a team
images
adapting follow-up questions based on prior responses
accessibility issues