todo: a commander should suggest the cheapest model for each half of itself
Wanted 2026-08-22, for later. Before arming anything, a commander weighs how hard the job actually is and proposes which model each half should run on. TWO models, which is what makes it more than a generic "use something cheaper" note. A commander's own turns are conversation plus one piece of bash; the agent its loop spawns does the real work and its difficulty is set by the job. The deploy commander is the worked example — its own turns were unremarkable on Sonnet while the spawned agent judged six hosts, parsed a plan, decided what to skip and wrote an honest report. Suggested, never imposed: the failure mode of choosing too small is not a slower answer, it is a watcher firing on the wrong condition or an agent half-finishing a deploy. Recorded with the reason it is not urgent: nothing measures whether the choice was right. A spawned agent's cost is not captured at all yet — the column exists and is always null — so a commander suggesting Haiku has no way to learn it was wrong. This wants the cost work first, or at least the knowledge that until then it is a judgement with no feedback loop. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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@@ -20,39 +20,39 @@ the owner's OS user and can never be granted. Indirection there really is accide
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## Themes
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**89 open, 25 closed**, across 29 themes.
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**90 open, 25 closed**, across 29 themes.
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| Theme | Open | Closed |
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| ------------------------------------------------------------------------------------------ | ---- | ------ |
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| [Affordances](todo/affordances/) | 1 | 0 |
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| [Speaking into a session from the backend](todo/agent-delivery/) | 2 | 0 |
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| [Backburner](todo/backburner/) | 2 | 0 |
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| [Background jobs](todo/background-jobs/) | 2 | 0 |
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| [Chat interface](todo/chat/) | 1 | 0 |
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| [Code editor](todo/code-editor/) | 1 | 0 |
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| [Components — the shared UI layer](todo/components/) | 1 | 0 |
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| [File watchers](todo/file-watchers/) | 1 | 0 |
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| [Fleet — one command across every server](todo/fleet/) | 5 | 2 |
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| [Headscale](todo/headscale/) | 0 | 5 |
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| [Infra (alpha)](todo/infra/) | 7 | 0 |
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| [Known bugs](todo/known-bugs/) | 3 | 2 |
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| [Mobile apps](todo/mobile-apps/) | 3 | 0 |
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| [Multi-user](todo/multi-user/) | 16 | 5 |
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| [Notifications](todo/notifications/) | 1 | 0 |
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| [Plugin ecosystem — before it opens to third parties (2026-08-18)](todo/plugin-ecosystem/) | 3 | 0 |
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| [Plugin infrastructure](todo/plugin-infrastructure/) | 2 | 0 |
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| [Plugin repos — what writing their READMEs turned up](todo/plugin-repos/) | 10 | 9 |
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| [Plugin system — gaps the email extraction found (2026-08-18)](todo/plugin-system/) | 3 | 0 |
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| [Prompt library](todo/prompt-library/) | 1 | 0 |
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| [Settings — portable, and readable by an agent](todo/settings/) | 2 | 0 |
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| [Shell — spotlight and the dock](todo/shell/) | 4 | 1 |
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| [Sub-agents — agents spawning agents](todo/sub-agents/) | 1 | 1 |
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| [Sudo terminal modal](todo/sudo-terminal-modal/) | 1 | 0 |
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| [Tooling — the list about the list](todo/tooling/) | 1 | 0 |
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| [Transmission](todo/transmission/) | 6 | 0 |
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| [URL state — routing, query strings and selection](todo/url-state/) | 4 | 0 |
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| [Waiting on the owner to run it](todo/waiting-on-owner/) | 3 | 0 |
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| [Workspaces & Panels](todo/workspaces-panels/) | 2 | 0 |
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| Theme | Open | Closed |
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| --- | --- | --- |
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| [Affordances](todo/affordances/) | 1 | 0 |
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| [Speaking into a session from the backend](todo/agent-delivery/) | 2 | 0 |
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| [Backburner](todo/backburner/) | 2 | 0 |
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| [Background jobs](todo/background-jobs/) | 3 | 0 |
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| [Chat interface](todo/chat/) | 1 | 0 |
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| [Code editor](todo/code-editor/) | 1 | 0 |
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| [Components — the shared UI layer](todo/components/) | 1 | 0 |
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| [File watchers](todo/file-watchers/) | 1 | 0 |
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| [Fleet — one command across every server](todo/fleet/) | 5 | 2 |
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| [Headscale](todo/headscale/) | 0 | 5 |
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| [Infra (alpha)](todo/infra/) | 7 | 0 |
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| [Known bugs](todo/known-bugs/) | 3 | 2 |
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| [Mobile apps](todo/mobile-apps/) | 3 | 0 |
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| [Multi-user](todo/multi-user/) | 16 | 5 |
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| [Notifications](todo/notifications/) | 1 | 0 |
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| [Plugin ecosystem — before it opens to third parties (2026-08-18)](todo/plugin-ecosystem/) | 3 | 0 |
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| [Plugin infrastructure](todo/plugin-infrastructure/) | 2 | 0 |
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| [Plugin repos — what writing their READMEs turned up](todo/plugin-repos/) | 10 | 9 |
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| [Plugin system — gaps the email extraction found (2026-08-18)](todo/plugin-system/) | 3 | 0 |
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| [Prompt library](todo/prompt-library/) | 1 | 0 |
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| [Settings — portable, and readable by an agent](todo/settings/) | 2 | 0 |
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| [Shell — spotlight and the dock](todo/shell/) | 4 | 1 |
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| [Sub-agents — agents spawning agents](todo/sub-agents/) | 1 | 1 |
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| [Sudo terminal modal](todo/sudo-terminal-modal/) | 1 | 0 |
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| [Tooling — the list about the list](todo/tooling/) | 1 | 0 |
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| [Transmission](todo/transmission/) | 6 | 0 |
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| [URL state — routing, query strings and selection](todo/url-state/) | 4 | 0 |
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| [Waiting on the owner to run it](todo/waiting-on-owner/) | 3 | 0 |
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| [Workspaces & Panels](todo/workspaces-panels/) | 2 | 0 |
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## Records — no items, kept for the reasoning
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@@ -63,6 +63,7 @@ the owner's OS user and can never be granted. Indirection there really is accide
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## Newest ten
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- `2026-08-22` **'A commander picks the cheapest model that will do the job — for itself and for what it spawns'** — [background-jobs/a-commander-picks-the-cheapest-model-that-will](todo/background-jobs/a-commander-picks-the-cheapest-model-that-will.md)
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- `2026-08-22` **'Revisit the bun 1.3 pin once 1.4 has been watched for a while'** — [infra/revisit-the-bun-1-3-pin-once-1-4-has-been](todo/infra/revisit-the-bun-1-3-pin-once-1-4-has-been.md)
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- `2026-08-22` **A plugin's permission should be on for every role by default, off only on request** — [multi-user/a-plugin-s-permission-should-be-on-for-every](todo/multi-user/a-plugin-s-permission-should-be-on-for-every.md)
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- `2026-08-22` **A user's settings should export and import as a plain file** — [settings/a-user-s-settings-should-export-and-import-as](todo/settings/a-user-s-settings-should-export-and-import-as.md)
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@@ -72,4 +73,3 @@ the owner's OS user and can never be granted. Indirection there really is accide
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- `2026-08-22` **Revamp the menus — spotlight, themes — toward an Omarchy-like shape** — [shell/revamp-the-menus-toward-an-omarchy-like-shape](todo/shell/revamp-the-menus-toward-an-omarchy-like-shape.md)
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- `2026-08-22` **Review officer-secret-store, built overnight and untested by the owner** — [waiting-on-owner/review-the-officer-secret-store-built-last](todo/waiting-on-owner/review-the-officer-secret-store-built-last.md)
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- `2026-08-21` **No way to see which affordances are reaching your agents, or to turn one off** — [affordances/no-way-to-see-which-affordances-are-reaching](todo/affordances/no-way-to-see-which-affordances-are-reaching.md)
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- `2026-08-21` **Generalise it: deliver a turn to a named session, from anywhere in the backend** — [agent-delivery/generalise-it-deliver-a-turn-to-a-named](todo/agent-delivery/generalise-it-deliver-a-turn-to-a-named.md)
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