crew: route the worker, planner and checker per task (Pareto crew) - #1436

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AbirAbbas merged 933 commits into

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feat/pareto-crew

Sep 25, 2026

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Commits on Sep 19, 2026

Commits on Sep 20, 2026

session: a long declared check says why it was refused (#1283)
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session: a usage flush says whether it drained (#1285)
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standing: a row that needs you names what it needed and opens the item (#1288)
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tui3: a run task's page draws its brief through the reader the transcript already uses (#1289)
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session: a run is work, and its life is the conversation's (#1291)
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session: a standing firing runs behind the gate a task node runs behind (#1290)
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task: Trace settings to permission gate wiring
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task: Inventory every settings row for the UX review
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Merge branch 'task/inventory-every-settings-row-for-60437e' into feat/1089-custom-connections
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session: a run stopped on its own question says so (#1293)
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task: Implement fzf v2 fuzzy matcher universally
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session: work nothing is driving reads as interrupted, not failed (#1296)
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session: a run's working copy is written down, so it can be found again (#1298)
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manual: the interrupted page no longer offers two answers nobody can give (#1304)
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fuzzy: land the remaining surface cutover (autonomy, connections, memory, folder search, rewind, registry) and manual pages

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fuzzy: state the gap price the code and tests charge

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Merge branch 'task/implement-fzf-v2-fuzzy-matcher-u-71bbf5' into feat/1089-custom-connections
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docs: a footprint benchmark, its method, and one day's numbers (#1126)

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docs: resume cost joins the footprint benchmark (#1317)

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feat(session): a run nothing is driving can be carried on, in the copy its work is already in

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chore(scripts): three proof steps that could not report failure, in one tested form

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tui3: a standing row stopped for permission says the line, not asks: it (#1314)
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session: a sign-in and a harness ask say what they are waiting for (#1315)
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tui3: the front tab and the tab beside it agree about one conversation (#1316)
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e098ca1
task: Fix the terminal cursor park for the settings search box
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One fuzzy matcher for every picker, subtle match highlighting, and the caret parks where you type (#1321)

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session: a landing already accepted stops saying your call (#1322)
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The commit co-author links to the CodeAF account, and assisted-by names the model (#1325)

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scripts: a heavy suite takes both locks so a stale tree can see it (#1324)
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docs: the trailer entry names its pull request and takes the required filename
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Commits on Sep 21, 2026

Commits on Sep 22, 2026

Commits on Sep 23, 2026

Commits on Sep 24, 2026

crew: route the worker, planner and checker per task

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crew: wire the chat, headless doors and tests to the per-task router

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docs: describe the per-task crew everywhere; retire preset vocabulary

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crew: carry effort and redo over the wire; fix suite fallout

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docs(model-pool): rewrite the Pareto crewing paper

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Skills from Claude Code plugins and Codex, with memory off, chosen by what they are for (#1396)
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fix: synchronize run worker step boundaries before further actions
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crew: allowed-rule edits, offers per model and a restorable crew state

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tui3: /crew is an interactive overlay panel

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docs: the /crew panel and the settings seats row

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Merge origin/santos/dev2 into feat/pareto-crew

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Revert "Merge origin/santos/dev2 into feat/pareto-crew"

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config: models.crew.free_routes profile row

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config: record models.crew.free_routes in the profile-key ledger

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crew: a providers row on the /crew panel

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tui3: the free-routes switch as the /crew providers list's last line

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tui3: /crew providers fixes: narrow list, /connect return, routable guard

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crewroute: canonical model identity, free routes, seat capability filter, one-rung redo

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provider: a route-failure taxonomy read from refusals

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config: route health and the crew degradation ladder

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session: seats fall down their ladder inside the task

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tui3: one crew line updated in place after the started line

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manual: the crew line, the seat ladder and one-rung redo

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config: a crew seat reads and writes text

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tui3: the /crew seat hint names only a reachable model

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session: a task kept on its branch counts as accepted

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crew: the free rung, account-aware rescue and a stopped action

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tui3: a failed crew line leads with its state; lines reset per conversation

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manual: the stopped crew line, free rescue and free pins

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Commits on Sep 25, 2026

crew: free rescue on thin models, credit probe, health-aware helpers, redo decay

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session: seat ladder stops on what the task saw; helpers avoid dead routes

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tui3: a pinned free pool is reachable whatever the free-routes switch says

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crewroute: calibrated estimates, exact pins, decision explanations

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crew: learned cost factor, exact-id catalog reads, compact decision rows

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session: a run call on a tier the crew does not seat passes the health guard

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manual: how the crew estimate is made and what a pin sends

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crew: rescue prefers general models; one-clause free notice; credit action on a cut-off failure

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provider: a call may hand a rate limit back instead of waiting it out

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crewroute: tiny and domain-tuned names, rivals at a similar cost, net-move line

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config: rescue floor, indexes merged per model, migration keeps every pinned id

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session: seats never wait out a limit, walk at most three free pools, errands guarded

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manual: bounded free walk, net-move line, pins kept through migration

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crewroute: label spellings, plain defect titles, complex-bugfix worker rung

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config: crew spend lines, unpriced models, route answers, pin order

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session: price seat calls before sending, rest failed sends, route gate

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tui3: plain-tier marks on crew surfaces; manual for cap, ceiling, reach

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crewroute: carry the whole reading through RouteCrew; evidence floor

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session: crew guards on the default profile; helpers capped; crew stop ends the turn

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docs(model-pool): ship the paper and the router prior only

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crewroute: drop the test pinned to measured per-crew costs

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crewroute, session, config: state routing rules without measurements

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docs(model-pool): keep the built paper only

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feat(crew): score every catalog model with fitted weights; per-task $5 limit

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fix(crew): index-first ability, risk-weighed seats, checker floor, reach on one-paragraph asks

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feat(crew): support upgrades go to the checker; worker ability floor and cheap tolerance

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Merge dev into feat/pareto-crew

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config: test that a fresh profile starts on auto with the default limits

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docs: describe the routed crew fully in the manual, README and LIMITS

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crewroute: time a decision by its fastest batch

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config: a pinned thinking level rides the pin's send

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config: auto in the reflex or small-work row reads the default and migrates

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do: -yes-spend passes the crew's daily cap as the door promises

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crew: the cap refusal names only the ways on that work

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crew: a zero or unknown amount of crew money is not drawn

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manual: the Providers tab draws the crew as one seats row

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Merge origin/dev (#1429, #1485) into the Pareto crew

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Merge origin/dev (#1494) into the Pareto crew

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README: link the Pareto Crewing paper from the crew section

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Merge remote-tracking branch 'origin/feat/pareto-crew' into review/sp-1436
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Merge origin/dev (#1511) into the Pareto crew
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