Calibrate another harness's configuration against its declared objective, one change per version, validated by that harness's own model. Use when asked to improve a harness, raise its pass rate, or find out why it fails.
How to build a working dashboard — the exact dashboard.json contract, how to explore a schema and test SQL before it becomes a panel, which chart answers which question, and how to lay panels out so the important number is where the eye lands. Use for EVERY…
How to build a working sheet — the exact sheet.json contract, and how to design columns as a left-to-right pipeline where an agent column runs another agent once per row. Use for EVERY sheet request, before writing anything.
How to plan and design presentation decks — content architecture first, then a deliberate style system, then slide-by-slide craft. Use for EVERY deck request, before touching any slide tool.
How to make a film that holds together — the submit-and-poll loop, the storyboard you agree before spending anything, how a character stays the same person across shots, what each capability can and cannot do today, and how the timeline becomes one exported…