README: dashboard screenshots + contents index + Web dashboard section (#202)

- 'See it running' right after the intro: the live dashboard (744B
  answering at 4+ tok/s end-to-end with metrics and tier bar) and the
  Brain cortex (19,456 experts, tier colour, routing heat, per-turn
  firing) — three seconds to understand what colibri is.
- A short table of contents for the long read below.
- 'Web dashboard' section: coli web one-liner, what each panel shows,
  link to the Expert Atlas (#175). Existing content untouched.
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ZacharyZcR
2026-07-15 00:45:42 +08:00
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