What this subsite demonstrates
Four compact demo pages, each mapped to one capability pattern.
Long-context code review
K3 reads the target, produces evidence-backed findings, and keeps line-level context intact.
✦AgentSwarm exploration
Parallel read-only subagents inspect separate docs, then K3 synthesizes the answer.
↯Quota-aware fallback
Membership-benefits / 402 errors classify as quota so fallback chains move to MiniMax-M3.
▣Prompt-to-site prototyping
A static webpage concept generated as a safe, reviewable artifact inside the lab.
How to run the live backing workflow
The visual demos are static. The matching live orchestration remains in the lab's aflow config.
experiments/skills-workflows-hooks-lab/scripts/run-top-reviews.sh
Expected on the sample fixture: the workflow halts at gate: pass because the fixture contains a high-severity coupon bug.
Safety boundaries
- No credentials in demo pages.
- No model session transcripts embedded.
- No mutation outside
experiments/skills-workflows-hooks-lab/. - All pages are static HTML/CSS/JS.