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adding purpose-classifier data

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2026-07-29 23:45:26 -07:00
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{"prompt":"Design a production-traceability architecture for raw materials, work orders, lots, serial numbers, inspections, rework, and shipments. Cover genealogy, immutable corrections, offline stations, supplier data, recalls, regional plants, migration from ERP tables, and rollout milestones. Deliver an RFC only.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.96,"slice":"core","lang":"en"}
{"prompt":"Before implementing dynamic production scheduling, outline capacity, tooling, labor skills, material availability, maintenance, priorities, frozen windows, explanations, and phased launch.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.93,"slice":"boundary","lang":"en"}
{"prompt":"Add lot genealogy to `/v2/materials`","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Traceability incident logs:\n\n```text\nplant=p_17 line=l_4 work_order=wo_881\ninput lot=rm_441 quantity=500kg issued at=06:01:12\nscanner station offline until=08:22:04\noperator records substitute lot=rm_442 locally at=06:14:30\nERP backflush posts original lot=rm_441 at=07:00:00\nstation reconnect uploads substitute event sequence=991\nreconciliation retains both issues because source IDs differ\nfinished lot=fg_82 genealogy shows 1000kg input for 500kg output\nrecall query includes both raw lots\n```\n\nDetermine why substitute and automatic backflush are treated as independent consumption rather than competing versions of one material issue.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.84,"slice":"pasted-context","lang":"en"}
{"prompt":"Build the tablet work-order screen with steps, materials, machine state, quality checks, downtime, and accessible operator controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Plan and implement an electronic batch-record service. Begin with a design covering versioned instructions, signatures, witnessed steps, equipment, deviations, offline stations, corrections, release review, audit replay, and migration. Then add execution APIs, durable events, signature checks, and conformance tests. Treat record integrity and review semantics as primary.","purpose":"planning","secondary":"backendImpl","mixed":true,"difficulty":0.98,"slice":"mixed","lang":"en"}
{"prompt":"Set `MAX_LOT_SPLITS` to 50","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Extract duplicated unit-of-measure conversion from receiving and production while preserving rounding.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Implement `/internal/lines/status` with running, idle, blocked, changeover, maintenance, and stale counts.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.51,"slice":"boundary","lang":"en"}
{"prompt":"make the factory dashboard clearer","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.41,"slice":"vague-eval","lang":"en"}
{"prompt":"Find why a PLC gateway occasionally reports yesterday's recipe after a controller reboot.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"Explain how `MaterialAllocator` chooses lots by expiry, status, location, and customer restrictions. No edits.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Operations release notes source:\n\n```text\nFeature: production deviation workflow\nOperator records deviation against an active work-order step\nRequired fields: category, description, detected time, affected quantity\nSupervisor triages and may contain, investigate, or reject the deviation\nClosing requires disposition and evidence\nDeviation does not automatically stop equipment unless configured by category\nCorrections append to history; original statements remain\nNotifications omit free-text details on shared devices\nOpen deviations appear in batch-release review\n```\n\nTurn this into operator release notes and a supervisor procedure guide. Clarify workflow status versus equipment control.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.47,"slice":"pasted-context","lang":"en"}
{"prompt":"Move the machine warning icon beside the state label","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.13,"slice":"boundary","lang":"en"}
{"prompt":"Write an operator guide for replaying failed inventory movements without doubling stock.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.42,"slice":"core","lang":"en"}
{"prompt":"Implement inspection-result endpoints with samples, specifications, disposition, and permissions, then document lifecycle, examples, and errors.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.69,"slice":"mixed","lang":"en"}
{"prompt":"Map out a migration from plant-specific material codes to a global item master, including aliases, history, integrations, validation, and rollback.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.9,"slice":"core","lang":"en"}
{"prompt":"Rename `lotNo` to `lotNumber` in `MaterialMapper.kt`.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.04,"slice":"boundary","lang":"en"}
{"prompt":"Teach the inventory worker to process warehouse transfers atomically across source and destination bins.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Polish the shift summary card","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.28,"slice":"core","lang":"en"}
{"prompt":"Bump `node-red` to `4.1.0`","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Rename `MasterRecipe` to `PrimaryRecipe` across services, PLC payloads, dashboards, and tests while preserving protocol values.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.67,"slice":"boundary","lang":"en"}
{"prompt":"Split `ProductionService` into scheduling, execution, material, quality, and completion components without changing outcomes.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.82,"slice":"core","lang":"en"}
{"prompt":"Implementation ticket:\n\n```text\nMFG-2840 — tool calibration enforcement\nTools have serial number, type, calibration status, due date, and capability range\nWork-order steps declare required tool type and measurement range\nScanner validates exact tool before step begins\nExpired or out-of-range tools block execution unless authorized override\nOffline stations use last signed calibration snapshot with maximum age 24 hours\nOverride requires supervisor, reason, and deviation record\nCalibration updates must invalidate station caches\nExpose blocked, stale-snapshot, override, and invalid-range metrics\n```\n\nImplement tool registry integration, step checks, offline snapshots, overrides, invalidation, deviations, metrics, and tests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.88,"slice":"pasted-context","lang":"en"}
{"prompt":"Investigate why the Android scanner assigns a serial number to the previously selected pallet.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.69,"slice":"core","lang":"en"}
{"prompt":"Create the lot-genealogy graph UI and add a short legend for consumption, splits, merges, rework, and shipment.","purpose":"frontendImpl","secondary":"writing","mixed":true,"difficulty":0.68,"slice":"mixed","lang":"en"}
{"prompt":"Why does the production service retain cancelled work orders in capacity projections? Explain current audit behavior.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.47,"slice":"core","lang":"en"}
{"prompt":"Rewrite the local setup for running OPC UA simulation, Postgres, Kafka, and synthetic work orders.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.35,"slice":"core","lang":"en"}
{"prompt":"This inventory test fails under parallel picking:\n\n```text\nbin=A-17 lot=L-991 on_hand=10 reserved=0\npick request p1 quantity=6 begins\npick request p2 quantity=6 begins\np1 reads available=10 and inserts reservation=6\np2 reads available=10 and inserts reservation=6\nboth transactions commit under READ COMMITTED\nprojection reports reserved=12 available=-2\nconstraint checks each reservation quantity but not aggregate\n```\n\nDetermine why transaction isolation and constraints permit over-reservation and whether the aggregate invariant belongs in locking, schema, or command logic.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.75,"slice":"boundary","lang":"en"}
{"prompt":"finish the inventory endpoint","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.48,"slice":"vague-eval","lang":"en"}
{"prompt":"Propose an architecture for predictive-maintenance data, including sensor ingestion, asset identity, features, models, work orders, explanations, feedback, and rollout.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.92,"slice":"core","lang":"en"}
{"prompt":"Add ISA-95 equipment hierarchy parsing to `plantctl`","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.65,"slice":"core","lang":"en"}
{"prompt":"Review excerpt:\n\n```diff\n async function releaseBatch(req) {\n- const review = await quality.completeReview(req.params.batchId)\n- if (!review.approved) throw forbidden()\n- await inventory.release(req.params.batchId, review.digest)\n+ quality.completeReview(req.params.batchId).catch(logger.warn)\n+ await inventory.release(req.params.batchId, 'pending')\n }\n```\n\nThe author says quality review delays shipments. Review release semantics, unresolved deviations, approval binding, audit, asynchronous failure, and inventory exposure. No patch requested.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.79,"slice":"pasted-context","lang":"en"}
{"prompt":"Schreibe eine kurze Referenz für die bestehenden Arbeitsauftragsstatus und ihre Auswirkungen auf Material und Kapazität. Kein Code.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.38,"slice":"boundary","lang":"de"}
{"prompt":"Build the desktop production-schedule board with lanes, drag rescheduling, constraints, conflicts, undo, and keyboard controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.71,"slice":"core","lang":"en"}
{"prompt":"Review how OEE is currently calculated, explain availability, performance, and quality inputs, then produce an operations guide.","purpose":"writing","secondary":"review","mixed":true,"difficulty":0.63,"slice":"mixed","lang":"en"}
{"prompt":"Set the scanner timeout to 15s","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Benenne `WorkCtx` repositoryweit in `WorkOrderContext` um; JSON-Felder und Verhalten bleiben unverändert.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.57,"slice":"boundary","lang":"de"}
{"prompt":"Consolidate equipment-state normalization across OPC UA and MQTT adapters without changing values.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"Diagnose the duplicate downtime alert","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.43,"slice":"core","lang":"en"}
{"prompt":"Explain how the scheduler handles a work order whose required material becomes quarantined.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.59,"slice":"core","lang":"en"}
{"prompt":"Create API documentation for the existing material-reservation endpoint, including expiry, partial allocation, and errors.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.39,"slice":"boundary","lang":"en"}
{"prompt":"Plan a migration from nightly ERP inventory snapshots to event-driven stock movements, covering ordering, corrections, replay, validation, and rollback.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.89,"slice":"core","lang":"en"}
{"prompt":"Tablet design ticket:\n\n```text\nScreen: operator work queue\nCards show work order, product, quantity, due time, line, material readiness, priority\nOperator sees only certified operations\nBlocked cards explain material, tool, quality, or maintenance constraint\nStarting work requires station and equipment confirmation\nOffline mode shows downloaded queue with stale timestamp and prevents unverified reassignment\nAccessibility: priority and block reason are text, not color only\nGlove mode increases targets and removes swipe-only actions\n```\n\nImplement the responsive screen and tests using existing work-order APIs.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.69,"slice":"pasted-context","lang":"en"}
{"prompt":"Implement `POST /v1/lots/{id}/quarantine` with reason, scope, downstream holds, and audit events.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.65,"slice":"boundary","lang":"en"}
{"prompt":"Remove the extra dash from the lot label","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"core","lang":"en"}
{"prompt":"Fix the clipped priority badge and extract its duplicated padding into the shared work-card token.","purpose":"quickFix","secondary":"refactor","mixed":true,"difficulty":0.35,"slice":"mixed","lang":"en"}
{"prompt":"Replace scattered work-order booleans with one explicit lifecycle state while preserving transitions and UI.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.67,"slice":"core","lang":"en"}
{"prompt":"Cambia `stepRev` por `stepRevision` solo en `BatchState.swift`; no cambies la lógica.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.06,"slice":"boundary","lang":"es"}
{"prompt":"Investigate why the operator tablet briefly displays another line's work queue after station switching.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.76,"slice":"core","lang":"en"}
{"prompt":"Summarize the current batch-release workflow for quality and compliance reviewers using code and tests.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.45,"slice":"core","lang":"en"}
{"prompt":"Develop a capacity roadmap for processing one billion traceability events per day. Include partitions, genealogy queries, retention, replay, and cost gates.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.94,"slice":"core","lang":"en"}
{"prompt":"Implement idempotent supplier-certificate ingestion with expiry, revisions, and provenance.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Create the SwiftUI equipment-detail screen with state, maintenance, calibration, alarms, history, and VoiceOver support.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"Fix `calbration` in `tools.yaml`","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.02,"slice":"core","lang":"en"}
{"prompt":"Merge duplicate lot-status types used by inventory and quality while preserving serialized values.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.64,"slice":"core","lang":"en"}
{"prompt":"Recall-query incident:\n\n```text\nraw lot=RM-771 used in intermediate lots=[IM-11,IM-12]\nIM-11 split into finished lots=[FG-21,FG-22]\nIM-12 reworked into IM-13 then consumed by FG-23\nrecall traversal returns FG-21 and FG-22 only\nrework event edge direction stored new=IM-13 -> old=IM-12\nnormal consumption traversal follows input -> output\nrework traversal therefore points backward\nquery marks visited IM-12 before exploring alternate edge\n```\n\nDetermine why rework edge direction and visited-node handling omit FG-23 from the recall scope.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.81,"slice":"pasted-context","lang":"en"}
{"prompt":"Rename `quanity_used` to `quantity_used` in the unreleased schema.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.06,"slice":"boundary","lang":"en"}
{"prompt":"Assess whether supplier portals can see another supplier's quality findings through shared certificate caches. Review only.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.69,"slice":"core","lang":"en"}
{"prompt":"Restructure the manufacturing SDK into items, inventory, work orders, quality, and genealogy, then write a maintainer note. Preserve APIs.","purpose":"refactor","secondary":"writing","mixed":true,"difficulty":0.76,"slice":"mixed","lang":"en"}
{"prompt":"Plan the retirement of paper batch records, covering station readiness, signatures, offline operation, validation, training, and removal gates.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.9,"slice":"core","lang":"en"}
{"prompt":"Add immutable provenance chains to normalized inspection results.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Build the tablet deviation-review flow with evidence, containment, investigation, disposition, signatures, and accessible controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"do the line dashboard","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.4,"slice":"vague-eval","lang":"en"}
{"prompt":"Replace `LotRef` with `LotReference` across packages while preserving serialized fields.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.56,"slice":"boundary","lang":"en"}
{"prompt":"Diagnose why released batch certificates omit approved deviations, implement the verified revision fix, and add a quality-facing note.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.79,"slice":"mixed","lang":"en"}
{"prompt":"Why does the inventory service retain two previous item-master versions? Explain current rollback behavior.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.46,"slice":"boundary","lang":"en"}
{"prompt":"Track down the memory leak in PDF label-generation workers after large print batches.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"Write release notes for alternate-material approvals, including eligibility, expiry, traceability, and old-client behavior.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.36,"slice":"core","lang":"en"}
{"prompt":"Scheduling design notes:\n\n```text\nCurrent plan is generated nightly from ERP work orders\nNew scheduler replans every 15 minutes\nConstraints: machine capability, tooling, labor certification, material availability, cleaning, maintenance, due dates\nSome operations have fixed sequence; others may overlap\nFrozen window prevents automatic changes within two hours of execution\nSupervisor can pin work orders or override constraints with reason\nOperators need explanations for changed assignments\nOld shop-floor clients receive ordered lists only\n```\n\nProduce an implementation-free design and rollout plan covering constraints, frozen windows, overrides, explanations, compatibility, simulation, and rollback.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.93,"slice":"pasted-context","lang":"en"}
{"prompt":"Give the shift timeline clearer state grouping","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.31,"slice":"core","lang":"en"}
{"prompt":"Turn the current material-allocation behavior into planner documentation, then review whether FEFO and substitution claims match the implementation.","purpose":"writing","secondary":"review","mixed":true,"difficulty":0.68,"slice":"mixed","lang":"en"}
{"prompt":"Outline a phased architecture for moving production telemetry from SQL Server to a time-series platform, without implementation.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.84,"slice":"boundary","lang":"en"}
{"prompt":"Implement version-aware recipe history with effective dates and supersession links.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"Create an operator guide for diagnosing work orders stuck in material hold.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.39,"slice":"core","lang":"en"}
{"prompt":"Move yield calculation out of `ProductionController` while preserving values.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.57,"slice":"core","lang":"en"}
{"prompt":"Investigate why revoked contractor access remains active on one plant kiosk.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.7,"slice":"boundary","lang":"en"}
{"prompt":"Add generation-fenced recipe publication with simulation and rollback.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.67,"slice":"core","lang":"en"}
{"prompt":"Set the inventory hold TTL to 30 minutes","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Create the responsive inventory-location view with bins, lots, quantities, holds, filters, and accessible tables.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Corrige apenas `prodution` para `production` no novo alerta.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"pt"}
{"prompt":"Review the label-template upload endpoint for script injection, printer commands, tenant confusion, huge assets, and stale approvals.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.74,"slice":"core","lang":"en"}
{"prompt":"Implement batch-release history and write its API guide. Include reviews, deviations, signatures, status, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.72,"slice":"mixed","lang":"en"}
{"prompt":"Design a migration from static preventive maintenance to condition-based maintenance, including sensors, models, work orders, fallback, and rollout.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.9,"slice":"core","lang":"en"}
{"prompt":"Add resumable supplier-catalog imports with checksums and row-level errors.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.64,"slice":"core","lang":"en"}
{"prompt":"Build the desktop material-allocation workspace with requirements, available lots, constraints, preview, and undo.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"continue the genealogy bug","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.55,"slice":"vague-eval","lang":"en"}
{"prompt":"Extract plant-timezone resolution into one shared module while preserving production dates.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.58,"slice":"boundary","lang":"en"}
{"prompt":"Investigate why calibration reminders use an outdated due date, implement the verified cache fix, and update operator docs.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.74,"slice":"mixed","lang":"en"}
{"prompt":"Assess the proposed machine-state cache for plant isolation, stale alarms, maintenance, revocation, and invalidation.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.69,"slice":"boundary","lang":"en"}
{"prompt":"Find why one quality worker retries a permanently invalid result forever.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"Draft a migration guide for suppliers moving from spreadsheet certificates to the quality API.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.4,"slice":"core","lang":"en"}
{"prompt":"Inventory projection failure:\n\n```text\nmovement mv_881 transfers lot L-91 quantity=20 from A to B\nsource decrement committed projection version=441\ncheckpoint write times out\nshipment worker reads B quantity from separate projection and sees zero\nprojection restarts and replays movement\nsource A decrements another 20 because idempotency key shared checkpoint transaction did not commit\ndestination B increment fails unique movement constraint\nnet inventory drops by 20\n```\n\nDetermine how source, destination, checkpoint, and idempotency updates lack an atomic boundary and why replay becomes asymmetric.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.83,"slice":"pasted-context","lang":"en"}
{"prompt":"Add lot status below the material title","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.23,"slice":"core","lang":"en"}
{"prompt":"Restructure the inventory projection and document its movement interface. Preserve balances while separating validation, reservation, movement, projection, and reconciliation.","purpose":"refactor","secondary":"writing","mixed":true,"difficulty":0.82,"slice":"mixed","lang":"en"}
{"prompt":"Architect a multi-region manufacturing platform with plant ownership, items, work orders, genealogy, quality, and migration milestones.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.97,"slice":"boundary","lang":"en"}
{"prompt":"Implement signed batch records with recipe version and event digests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.71,"slice":"core","lang":"en"}
{"prompt":"Write an onboarding guide for adding a new equipment adapter, including identity, states, commands, fixtures, and monitoring.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.45,"slice":"core","lang":"en"}
{"prompt":"Consolidate quantity formatting across operator UI and exports without changing output.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.54,"slice":"core","lang":"en"}
{"prompt":"Investigate why scrapped lots remain in material autocomplete.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.59,"slice":"boundary","lang":"en"}
{"prompt":"Add transactional work-order transfer between lines with reservation remapping and audit events.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.73,"slice":"core","lang":"en"}
{"prompt":"Pin Eclipse Milo to `1.1.1`","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.06,"slice":"core","lang":"en"}
{"prompt":"Build the mobile downtime-report flow with category, duration, equipment, notes, photos, and accessible controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Remplace `Equipement` par `Equipment` uniquement dans le nouveau titre anglais.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"fr"}
{"prompt":"Inspect the work-instruction import path for path traversal, unsafe macros, huge documents, tenant confusion, and signature bypass.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.76,"slice":"core","lang":"en"}
{"prompt":"Implement deviation-history exports and write the API documentation. Include filters, evidence, signatures, revisions, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.71,"slice":"mixed","lang":"en"}
{"prompt":"Develop a roadmap for replacing manual recall queries with precomputed genealogy projections, including parity, performance, validation, and rollout.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.87,"slice":"core","lang":"en"}
{"prompt":"Add bounded event replay for inventory projections with durable checkpoints.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Create the responsive maintenance dashboard with upcoming work, overdue assets, parts, technicians, and accessible tables.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"fix the stock numbers","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.5,"slice":"vague-eval","lang":"en"}
{"prompt":"Replace `BatchEvt` with `BatchEvent` across packages while preserving event names and schemas.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.56,"slice":"boundary","lang":"en"}
{"prompt":"Diagnose why quarantined material still appears allocatable, implement the verified projection fix, and update planner documentation.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.76,"slice":"mixed","lang":"en"}
{"prompt":"Why does the recipe service retain two previous parameter sets? Explain current rollback and in-flight batch behavior.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.48,"slice":"boundary","lang":"en"}
{"prompt":"Track down occasional missing serial numbers after pallet aggregation.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.66,"slice":"core","lang":"en"}
{"prompt":"Write a troubleshooting guide for blocked work orders, covering materials, tooling, quality, maintenance, and certifications.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.43,"slice":"core","lang":"en"}
{"prompt":"Security review packet:\n\n```text\nFeature: temporary vendor maintenance access\nPlant engineer creates access request for one equipment asset and time window\nVendor connects through browser-based remote session\nSession permits diagnostics and approved maintenance commands\nFile upload disabled; clipboard text allowed\nPlant engineer can observe and terminate session\nCommands are recorded, but screen video is not retained\nVendor identity comes from emailed one-time link plus SMS code\nEmergency session may start before second approval\n```\n\nReview identity, link forwarding, clipboard leakage, command scope, observation, recording, emergency bypass, and audit. No implementation.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.78,"slice":"pasted-context","lang":"en"}
{"prompt":"Add a loading state to the work-order rows","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.23,"slice":"core","lang":"en"}
{"prompt":"Plan and implement vendor maintenance access. First define identity, approvals, scope, commands, recording, emergency use, revocation, and audit; then add session control and enforcement.","purpose":"planning","secondary":"backendImpl","mixed":true,"difficulty":0.94,"slice":"mixed","lang":"en"}
{"prompt":"Outline an architecture for supplier-to-plant traceability exchange with identities, lots, certificates, corrections, privacy, and phased adoption.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.91,"slice":"boundary","lang":"en"}
{"prompt":"Implement snapshot-consistent batch-record exports with resumable chunks.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Escribe una guía para integrar equipos industriales, con identidad, estados, telemetría, comandos y pruebas.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.4,"slice":"core","lang":"es"}
{"prompt":"Move shelf-life calculation out of the receiving worker without changing expiry dates.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.59,"slice":"core","lang":"en"}
{"prompt":"Investigate why the iOS warehouse app loses offline scans after device restore.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.63,"slice":"boundary","lang":"en"}
{"prompt":"Add atomic specification publication with validation, approval, and rollback.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.67,"slice":"core","lang":"en"}
{"prompt":"Remove the obsolete `legacy_recipe` flag","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.04,"slice":"core","lang":"en"}
{"prompt":"Build the batch-record viewer with step navigation, signatures, deviations, attachments, and accessible chronology.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.65,"slice":"core","lang":"en"}
{"prompt":"`Work oder complete` を `Work order complete` に直して。新しい英語メッセージだけです。","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"ja"}
{"prompt":"Review the equipment-command endpoint for stale authorization, unsafe ranges, replay, tenant confusion, and missing safety checks.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.78,"slice":"core","lang":"en"}
{"prompt":"Implement equipment-state history and write its API guide. Include sources, transitions, alarms, maintenance, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.7,"slice":"mixed","lang":"en"}
{"prompt":"Plan a disaster-recovery strategy for manufacturing services, including items, inventory, work orders, records, keys, replay, drills, and RTO tiers.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.94,"slice":"core","lang":"en"}
{"prompt":"Add content-hash deduplication to uploaded supplier certificates with provenance.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.6,"slice":"core","lang":"en"}
{"prompt":"Create the desktop recall-scope explorer with genealogy, filters, quantities, shipments, and export.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"continue the inventory cleanup","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.43,"slice":"vague-eval","lang":"en"}
{"prompt":"Rename `EquipRef` to `EquipmentReference` across packages while preserving serialized fields.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.56,"slice":"boundary","lang":"en"}
{"prompt":"Investigate why transferred work orders keep old line notifications, implement the verified routing fix, and update operator documentation.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.75,"slice":"mixed","lang":"en"}
{"prompt":"Assess the proposed production-state cache for plant isolation, stale holds, quarantines, maintenance, and invalidation.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.7,"slice":"boundary","lang":"en"}
{"prompt":"Find why a receiving worker retries an unsupported unit forever.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Draft a support guide for recovering an interrupted batch-record session.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.41,"slice":"core","lang":"en"}
{"prompt":"Batch projection failure:\n\n```text\nbatch=b_881 step=14 completion event offset=77110\nprojection updates step complete and next step active\ncheckpoint write fails during database failover\nlabel worker observes next step active and prints label\nprojection restarts and replays completion\nstate machine rejects already-completed step and partition stops\nphysical label exists but event remains uncheckpointed\n```\n\nDetermine how projection, checkpoint, and physical side effect lack one durable boundary and why replay cannot recognize prior completion.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.82,"slice":"pasted-context","lang":"en"}
{"prompt":"Add quantity text below the lot title","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.23,"slice":"core","lang":"en"}
{"prompt":"Restructure the batch-execution engine and document its step interface. Preserve behavior while separating instructions, data capture, validation, signatures, and events.","purpose":"refactor","secondary":"writing","mixed":true,"difficulty":0.83,"slice":"mixed","lang":"en"}
{"prompt":"Architect a global traceability platform with plant ownership, item identity, genealogy, quality, recalls, and migration milestones.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.97,"slice":"boundary","lang":"en"}
{"prompt":"Implement signed genealogy snapshots with lot and movement digests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"Write an onboarding guide for adding a new quality specification, including tests, units, limits, revisions, and approval.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.45,"slice":"core","lang":"en"}
{"prompt":"Consolidate work-order status formatting across UI and exports without changing output.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.54,"slice":"core","lang":"en"}
{"prompt":"Investigate why expired tools remain selectable in work instructions.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.61,"slice":"boundary","lang":"en"}
{"prompt":"Add transactional material ownership transfer between plants with inventory and genealogy checks.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.74,"slice":"core","lang":"en"}
{"prompt":"Set the work-queue refresh to 30s","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Build the mobile material-movement flow with scan, source, destination, quantity, validation, and accessible confirmation.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"把 `Materail held` 改成 `Material held`，不要修改 key。","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"zh"}
{"prompt":"Inspect the batch-record import path for path traversal, signature bypass, malicious attachments, huge records, and tenant confusion.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.77,"slice":"core","lang":"en"}
{"prompt":"Implement lot-genealogy history and write its API documentation. Include edges, revisions, corrections, recall scope, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.72,"slice":"mixed","lang":"en"}