Capability gaps
About this view
The Research plant's capability-gap backlog - needs the city has sensed that no
production line yet covers - hosted as a reusable Projection web
part inside the master-page chrome. One declarative
<WebPart Type="Projection" Board="gaps"/> line over the existing
builder; the standalone /gaps route is unchanged. Sense - build - close.
Capability gaps (sense - build - close)
8 open need(s) · 1 closed by the crew · the Research plant's backlog (sense → build → close).
| When | Need | Desired capability | Raised by |
|---|---|---|---|
| 2026-07-19T16:45:17.7211124+00:00 | AGILE is a reinforcement learning framework for LLM agents.** | a new machine/primitive for: agile, reinforcement, learning, framework | crew-autopilot |
| 2026-07-19T16:44:17.6325959+00:00 | AGILE is a reinforcement learning framework for LLM agents.** | a new machine/primitive for: agile, reinforcement, learning, framework | crew-boot |
| 2026-07-19T16:13:00.0130047+00:00 | LLM agent memory architecture long-term retrieval | a new machine/primitive for: architecture, long, retrieval | crew-autopilot |
| 2026-07-19T16:12:48.8037584+00:00 | LLM agent memory architecture long-term retrieval | a new machine/primitive for: architecture, long, retrieval | crew-boot |
| 2026-07-11T19:10:00.1196186+00:00 | ### Decision: Build `multi-agent collaboration evaluation framework | a new machine/primitive for: `multi, collaboration, evaluation, framework | crew-autopilot |
| 2026-07-11T19:09:41.2626865+00:00 | ### Decision: Build `multi-agent collaboration evaluation framework | a new machine/primitive for: `multi, collaboration, evaluation, framework | crew-boot |
| 2026-06-15T16:53:22.9343837+00:00 | multi-agent collaboration evaluation framework | a new machine/primitive for: collaboration, evaluation, framework | crew-autopilot |
| 2026-06-15T15:35:00.3296729+00:00 | multi-agent collaboration evaluation framework | a new machine/primitive for: collaboration, evaluation, framework | crew-boot |
Closed by the crew (built from the building blocks)
| When | Need | Desired capability | Raised by |
|---|---|---|---|
| 2026-06-14T21:50:58.6742879+00:00 | research knowledge page for the citybuilt | (declared city need - the crew senses it on boot) | city-needs |