feat: model-quality campaign — per-stage model routing + closed-loop targeted repair - #42

Merged

casc84ab merged 42 commits into

mainfrom

Jul 16, 2026

Commits on Jul 9, 2026

feat(config): per-stage model settings (FLYDOCS_<STAGE>_MODEL)
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feat(pipeline): route each stage to its pinned model via stage_models map
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feat(config): per-stage models for bbox LLM matcher and transformer beans
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docs(env): document per-stage model vars with recommended tiering
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docs(env): sonnet as minimum tier for all stages, opus for judge
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docs(env): sonnet-or-higher policy with per-stage opus guidance
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docs(env): uncomment per-stage default models, concise fallback note
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feat(prompts): extract_repair template for the focused repair pass
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feat(dtos,config): repair stage toggle, RepairInfo audit block, repair settings
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feat(repair): FieldRepairer with evidence collection and monotonic accept guard
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feat(extractor): extract_repair focused pass with failure-evidence prompt
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test(extractor): use pydantic-ai TestModel id in extract_repair test
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feat(pipeline): repair node between judge and escalation; DI wiring; audit block
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docs(env): repair-pass model and timeout defaults
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fix(repair): review findings — array-failure collection, judge-PASS accept guard, never erase to null, compact array evidence
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feat(validation): warn when repair is enabled without any verification stage
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docs: repair stage in pipeline table, README diagram, timeout list, async-budget note
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style: ruff format
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style(tests): move repair test imports to top of file
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style(tests): move remaining inline imports to top of file
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refactor(tests): one parameterized request builder instead of three
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refactor(repair): export only FieldRepairer, matching the escalation sibling
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refactor(repair): inline single-caller _value_summary helper
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refactor(tests): assert array-evidence rendering via the public repair path
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refactor(repair): build failing_keys once, pass to _subset_spec
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perf(pipeline): skip bbox re-grade when no repair candidate was accepted
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Merge pull request #40 from firefly-operationOS/feat/per-stage-models
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Merge pull request #41 from firefly-operationOS/feat/repair-loop
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test: reconcile per-stage orchestrator harness with field_repairer param after merging #40 + #41
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feat: repair_include_flagged setting to restrict repair to hard failures
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feat: repair_max_failing_fraction scope cap on targeted repair
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feat: repair_task_concurrency bounds parallel task repairs
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feat: RepairInfo.rows_changed audits whole-array repairs
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feat: slice the repair pass to the failing fields' pages
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feat: repair_sync_latency warning for repair on synchronous requests
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docs: tier mechanical stages to haiku and document repair knobs in env_template
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docs: stage-pin precedence over options.model + repair scope/page-slicing notes
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style: explicit strict=False on _changed_row_count zip (B905)
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docs: thin repair config comments duplicated in env_template
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Merge pull request #43 from firefly-operationOS/feat/pr42-review-fixes
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style: ruff format _changed_row_count (CI lint fix)
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Merge pull request #44 from firefly-operationOS/fix/repair-ruff-format
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