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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

Merged

crew: route the worker, planner and checker per task (Pareto crew)#1436
AbirAbbas merged 933 commits into
devfrom
feat/pareto-crew

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Commits on Sep 19, 2026
Commits on Sep 20, 2026
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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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Commits

Commits on Sep 19, 2026

Commits on Sep 20, 2026

Commits on Sep 21, 2026

Commits on Sep 22, 2026