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nucleic-purpose-classifier/data/sol-25.jsonl
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2026-07-29 23:45:26 -07:00
{"prompt":"Design a policy-and-claims architecture for quotes, coverage, endorsements, billing, first notice of loss, evidence, reserves, payments, recoveries, and audit history. Cover effective dating, immutable corrections, partner integrations, regional rules, migration from product-specific systems, and rollout milestones. Deliver an RFC only.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.97,"slice":"core","lang":"en"}
{"prompt":"Before implementing automated claim triage, outline input evidence, rules, models, confidence, human review, explanations, fraud signals, escalation, fairness evaluation, and phased launch.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.94,"slice":"boundary","lang":"en"}
{"prompt":"Add reserve history to `/v2/claims`","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.6,"slice":"core","lang":"en"}
{"prompt":"Claims incident logs:\n\n```text\nclaim=cl_881 policy=pol_91 loss_date=2026-07-14\ncoverage snapshot version=18 active=true deductible=500\nendorsement version=19 effective=2026-07-01 removes coverage type=water\nendorsement imported late at=2026-07-30\ncoverage projection recalculates claim as not_covered\npayment p_71 already issued=4200 on version=18\nrecovery worker opens overpayment case automatically\nendorsement source says signed_at=2026-07-20 and may not apply retroactively\n```\n\nDetermine why effective date alone overrides the claim snapshot and whether endorsement issuance, knowledge time, or policy rules should control retroactivity.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.86,"slice":"pasted-context","lang":"en"}
{"prompt":"Build the SwiftUI claim-detail screen with status timeline, coverage, deductible, documents, payments, contacts, and VoiceOver support.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.64,"slice":"core","lang":"en"}
{"prompt":"Plan and implement a coverage-decision service. Begin with a design covering policy versions, loss facts, exclusions, endorsements, jurisdiction, explanations, manual overrides, appeals, audit replay, and failure behavior. Then add the evaluator, decision APIs, rule publication, and conformance tests. Treat temporal and legal semantics as primary.","purpose":"planning","secondary":"backendImpl","mixed":true,"difficulty":0.98,"slice":"mixed","lang":"en"}
{"prompt":"Set `MAX_CLAIM_ATTACHMENTS` to 100","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Extract duplicated policy-number normalization from quoting and claims while preserving validation.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.55,"slice":"core","lang":"en"}
{"prompt":"Implement `/internal/claims/queues` with pending age, owner, priority, reserve exposure, and SLA breaches.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.53,"slice":"boundary","lang":"en"}
{"prompt":"make the quote page reassuring","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.42,"slice":"vague-eval","lang":"en"}
{"prompt":"Find why uploaded accident photos occasionally appear under the previous claim after app relaunch.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.72,"slice":"core","lang":"en"}
{"prompt":"Explain how `ReserveCalculator` combines expected loss, deductible, limits, prior payments, and recoveries. No edits.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.64,"slice":"core","lang":"en"}
{"prompt":"Policyholder launch notes:\n\n```text\nFeature: claim document requests\nAdjuster requests one or more document categories with due date and explanation\nPolicyholder uploads files or marks an item unavailable with reason\nEach upload receives malware scan and receipt\nAdjuster may accept, reject, or request replacement\nPrior files remain in claim history after replacement\nNotifications show claim number but omit requested category on locked screens\nMissing the due date does not automatically close the claim\n```\n\nTurn this into release notes and a policyholder help article with clear deadline and replacement behavior.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.45,"slice":"pasted-context","lang":"en"}
{"prompt":"Move the coverage badge closer to the policy title","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.13,"slice":"boundary","lang":"en"}
{"prompt":"Write an operator guide for replaying failed claim-payment events without issuing duplicate disbursements.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.44,"slice":"core","lang":"en"}
{"prompt":"Implement claim-document endpoints with category filters, signed downloads, and authorization, then document lifecycle, examples, and errors.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.68,"slice":"mixed","lang":"en"}
{"prompt":"Map out a migration from mutable policy rows to effective-dated policy revisions, including endorsements, quotes, renewals, claims, and rollback.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.93,"slice":"core","lang":"en"}
{"prompt":"Rename `clmNo` to `claimNumber` in `ClaimMapper.kt`.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.04,"slice":"boundary","lang":"en"}
{"prompt":"Teach the payment worker to reconcile uncertain provider submissions before retrying.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.69,"slice":"core","lang":"en"}
{"prompt":"Polish the deductible summary card","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.28,"slice":"core","lang":"en"}
{"prompt":"Bump `drools` to `10.1.0`","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Rename `MasterPolicy` to `PrimaryPolicy` across services, events, reports, and tests while preserving public fields.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.64,"slice":"boundary","lang":"en"}
{"prompt":"Split `ClaimsService` into intake, coverage, investigation, reserves, payments, and closure components without changing outcomes.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.85,"slice":"core","lang":"en"}
{"prompt":"Implementation ticket:\n\n```text\nINS-774 — claim reserve adjustments\nReserve categories: indemnity, expense, legal, recovery\nAdjuster proposes new amount with reason and supporting evidence\nApproval threshold depends on delta, claim type, jurisdiction, and authority level\nApproved adjustment creates immutable revision and accounting event\nConcurrent proposals require current reserve version\nClosing a claim sets remaining reserves to zero through explicit adjustment\nReopening restores no prior reserve automatically\nExpose proposed, approved, rejected, stale, and threshold-escalated metrics\n```\n\nImplement reserve revisions, validation, approval routing, concurrency, accounting events, closure behavior, metrics, and tests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.86,"slice":"pasted-context","lang":"en"}
{"prompt":"Investigate why the Android adjuster app loses recorded statements when switching networks during upload.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Create the reserve-adjustment review UI and add a concise guide for categories, current value, delta, authority, evidence, and approval.","purpose":"frontendImpl","secondary":"writing","mixed":true,"difficulty":0.67,"slice":"mixed","lang":"en"}
{"prompt":"Why does the claims warehouse retain withdrawn fraud indicators? Explain current audit and model-evaluation behavior.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.48,"slice":"core","lang":"en"}
{"prompt":"Rewrite the local setup for running WireMock carriers, Postgres, Kafka, and synthetic claims.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.34,"slice":"core","lang":"en"}
{"prompt":"This deductible test fails after a policy move:\n\n```text\npolicy p_17 jurisdiction changes CA -> NV effective=2026-08-01\nclaim loss spans storm damage 2026-07-31T23:00..2026-08-01T02:00 local\nCA deductible=1000 NV deductible=500\nexpected based on loss inception=1000\nactual based on claim report date=500\ncoverage service resolves jurisdiction at report timestamp\npolicy document says governing location at time of loss\n```\n\nDetermine which timestamp and location should pin the rule version and why the current implementation differs from the fixture.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.73,"slice":"boundary","lang":"en"}
{"prompt":"finish the claims API","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.49,"slice":"vague-eval","lang":"en"}
{"prompt":"Propose an architecture for claim-event analytics with privacy, late corrections, financial snapshots, model features, retention, and reproducibility.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.91,"slice":"core","lang":"en"}
{"prompt":"Add ACORD XML parsing to `policyctl`","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Review excerpt:\n\n```diff\n async function issuePayment(claimId, amount) {\n- const decision = await coverage.requirePayable(claimId, amount)\n- const receipt = await provider.send(decision.payment)\n- await payments.record(receipt, decision.digest)\n+ coverage.requirePayable(claimId, amount).catch(logger.warn)\n+ provider.send({ claimId, amount })\n+ await payments.recordPending(claimId, amount)\n }\n```\n\nThe author says coverage checks and provider calls slow adjusters. Review authorization, coverage binding, uncertain submission, duplicate payment, audit, and response semantics. No patch requested.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.8,"slice":"pasted-context","lang":"en"}
{"prompt":"Schreibe eine kurze Referenz für die bestehenden Schadenstatus und ihre Auswirkungen auf Reserven und Zahlungen. Kein Code.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.38,"slice":"boundary","lang":"de"}
{"prompt":"Build the desktop claim-workbench with tasks, timeline, coverage, reserves, evidence, payments, and keyboard navigation.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.71,"slice":"core","lang":"en"}
{"prompt":"Review how policy cancellation refunds are calculated, then turn the findings into a service-agent guide with examples.","purpose":"writing","secondary":"review","mixed":true,"difficulty":0.63,"slice":"mixed","lang":"en"}
{"prompt":"Set the quote validity to 14 days","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Benenne `ClaimCtx` repositoryweit in `ClaimContext` um; JSON-Felder und Verhalten bleiben unverändert.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.57,"slice":"boundary","lang":"de"}
{"prompt":"Consolidate address-risk normalization across quoting and underwriting without changing decisions.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"Diagnose the duplicate claim alert","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.43,"slice":"core","lang":"en"}
{"prompt":"Explain how the policy service chooses coverage when multiple endorsements share an effective date.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"Create API documentation for the existing claim-payment endpoint, including states, idempotency, limits, and errors.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.4,"slice":"boundary","lang":"en"}
{"prompt":"Plan a migration from nightly carrier bordereaux to event-driven policy and claim exchange, covering corrections, replay, validation, and rollback.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.89,"slice":"core","lang":"en"}
{"prompt":"Mobile design ticket:\n\n```text\nScreen: first notice of loss\nSteps: policy, incident type, date/time, location, people, property, description, evidence, review\nUsers may save draft offline\nCoverage hints must not promise claim acceptance\nLocation can be map, address, or unknown\nPhoto uploads resume in background\nEmergency guidance appears for configured incident types but is not professional advice\nAccessibility: step count, error summary, media reorder controls, readable review\nSubmission returns received status, not approved\n```\n\nImplement the iOS flow and UI tests using existing claim-intake APIs.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.71,"slice":"pasted-context","lang":"en"}
{"prompt":"Implement `POST /v1/claims/{id}/reopen` with reason, authorization, reserve rules, and audit events.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.64,"slice":"boundary","lang":"en"}
{"prompt":"Remove the extra currency symbol from the reserve","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"core","lang":"en"}
{"prompt":"Fix the clipped claim badge and extract its duplicated padding into the shared status token.","purpose":"quickFix","secondary":"refactor","mixed":true,"difficulty":0.35,"slice":"mixed","lang":"en"}
{"prompt":"Replace scattered claim 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 `polRev` por `policyRevision` solo en `CoverageState.swift`; no cambies la lógica.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.06,"slice":"boundary","lang":"es"}
{"prompt":"Investigate why the agent portal briefly shows another policyholder's claim after switching accounts.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.79,"slice":"core","lang":"en"}
{"prompt":"Summarize the current claim-payment approval workflow for finance 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 100 million claims annually. Include intake, documents, rules, queues, payments, analytics, and cost gates.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.95,"slice":"core","lang":"en"}
{"prompt":"Implement idempotent repair-estimate ingestion with version ordering and correction support.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Create the Compose policy-summary screen with coverages, limits, deductibles, dates, documents, and TalkBack support.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Fix `deductable` in `products.yaml`","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.02,"slice":"core","lang":"en"}
{"prompt":"Merge duplicate policy-period types used by billing and claims while preserving serialized values.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.65,"slice":"core","lang":"en"}
{"prompt":"Payment projection incident:\n\n```text\nclaim=c_881 payment=p_71 amount=4200 approval event offset=99110\nprojection marks approved and decreases reserve\ncheckpoint transaction fails\npayment worker observes approved and submits provider transfer\nprojection restarts and replays approval\nunique transition rejects duplicate before checkpoint advances\npartition stops; provider transfer succeeds but internal status remains uncertain\n```\n\nDetermine how approval, reserve, checkpoint, and payment submission lack one durable boundary and why replay cannot converge.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.83,"slice":"pasted-context","lang":"en"}
{"prompt":"Rename `insurred_id` to `insured_id` in the unreleased migration.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.06,"slice":"boundary","lang":"en"}
{"prompt":"Assess whether claim-search filters allow agents to infer restricted claims through counts, timing, or error differences. Review only.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.73,"slice":"core","lang":"en"}
{"prompt":"Restructure the insurance SDK into policies, billing, claims, documents, and payments, then write a maintainer note. Preserve APIs.","purpose":"refactor","secondary":"writing","mixed":true,"difficulty":0.77,"slice":"mixed","lang":"en"}
{"prompt":"Plan the retirement of email-based claim evidence, covering usage, intake alternatives, authentication, communication, and removal gates.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.82,"slice":"core","lang":"en"}
{"prompt":"Add immutable provenance chains to normalized coverage decisions.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.69,"slice":"core","lang":"en"}
{"prompt":"Build the tablet field-adjuster view with map, assignments, offline files, inspections, notes, and accessible controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.67,"slice":"core","lang":"en"}
{"prompt":"do the policy page","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.39,"slice":"vague-eval","lang":"en"}
{"prompt":"Replace `PolicyRef` with `PolicyReference` across packages while preserving serialized fields.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.56,"slice":"boundary","lang":"en"}
{"prompt":"Diagnose why regenerated settlement letters omit approved reserve changes, implement the verified snapshot fix, and add an adjuster note.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.78,"slice":"mixed","lang":"en"}
{"prompt":"Why does the document service retain two previous claim-package 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 damage-photo analysis workers after large claims.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.72,"slice":"core","lang":"en"}
{"prompt":"Write release notes for delegated claim access, including roles, expiry, documents, revocation, and old-client behavior.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.37,"slice":"core","lang":"en"}
{"prompt":"Claim snapshot notes:\n\n```text\nCurrent decisions read live policy and claim facts\nNew design pins policy revision, endorsements, loss facts, jurisdiction, evidence, and rules\nLater fact corrections may trigger explicit re-evaluation\nPayment approval pins decision digest\nEmergency manual override requires reason and second review\nDecision must be reproducible for ten years\nVoided decisions remain in history\nOld reports reference only claim ID and decision time\n```\n\nProduce an implementation-free snapshot model and migration plan covering identity, corrections, re-evaluation, approval binding, override, reproducibility, compatibility, and rollout.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.95,"slice":"pasted-context","lang":"en"}
{"prompt":"Give the claim timeline clearer state grouping","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.31,"slice":"core","lang":"en"}
{"prompt":"Turn the current deductible behavior into policyholder documentation, then review whether its limits and examples match the implementation.","purpose":"writing","secondary":"review","mixed":true,"difficulty":0.67,"slice":"mixed","lang":"en"}
{"prompt":"Outline a phased architecture for moving claim documents from shared file storage to object storage, without implementation.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.83,"slice":"boundary","lang":"en"}
{"prompt":"Implement version-aware policy history with endorsements, cancellations, reinstatements, and snapshots.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.74,"slice":"core","lang":"en"}
{"prompt":"Create an operator guide for diagnosing claims stuck in coverage review.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.39,"slice":"core","lang":"en"}
{"prompt":"Move loss-location resolution out of `ClaimsController` while preserving jurisdiction decisions.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.61,"slice":"core","lang":"en"}
{"prompt":"Investigate why revoked adjuster access remains active in one regional document cache.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.71,"slice":"boundary","lang":"en"}
{"prompt":"Add generation-fenced coverage-rule publication with simulation and rollback.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Set the claim draft retention to 60 days","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Create the responsive payment-history view with amounts, status, method, documents, filters, and accessible tables.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.61,"slice":"core","lang":"en"}
{"prompt":"Corrige apenas `insurence` para `insurance` no novo título.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"pt"}
{"prompt":"Review the repair-estimate upload endpoint for formula injection, malicious files, provider spoofing, partial commits, and stale claims.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.74,"slice":"core","lang":"en"}
{"prompt":"Implement coverage-decision history and write its API guide. Include snapshots, rules, explanations, overrides, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.72,"slice":"mixed","lang":"en"}
{"prompt":"Design a migration from static claim queues to skill-and-capacity routing, including fairness, explainability, manual assignment, and rollout.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.88,"slice":"core","lang":"en"}
{"prompt":"Add resumable claim-package exports with checksums and immutable manifests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.67,"slice":"core","lang":"en"}
{"prompt":"Build the desktop policy-comparison view with coverages, limits, exclusions, endorsements, and effective dates.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.67,"slice":"core","lang":"en"}
{"prompt":"continue the reserve bug","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.55,"slice":"vague-eval","lang":"en"}
{"prompt":"Extract claim-number normalization into one shared module while preserving canonical values.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.55,"slice":"boundary","lang":"en"}
{"prompt":"Investigate why document reminders use an outdated due date, implement the verified request-version fix, and update policyholder documentation.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.75,"slice":"mixed","lang":"en"}
{"prompt":"Assess the proposed coverage cache for endorsement changes, jurisdiction, claim facts, manual overrides, and invalidation.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.72,"slice":"boundary","lang":"en"}
{"prompt":"Find why one payment worker retries a provider's permanent rejection forever.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.64,"slice":"core","lang":"en"}
{"prompt":"Draft a migration guide for repair networks moving from CSV estimates to the claims API.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.4,"slice":"core","lang":"en"}
{"prompt":"Fraud-model incident excerpt:\n\n```text\nmodel=claim_fraud_v42 rollout=20%\nreview rate increases 8% -> 19%\nprecision dashboard remains 0.71\nfeature `claimant_history_count` defaults to -1 when identity service times out\nnew model treats negative values as strong risk\nidentity timeout rate rises only in eu-west\nglobal precision aggregates regions and confirmed labels arrive after 14 days\nclaim cycle time rises 3 days in eu-west before alert\n```\n\nDetermine why regional infrastructure failure becomes a fraud signal and why quality monitoring fails to expose it promptly.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.79,"slice":"pasted-context","lang":"en"}
{"prompt":"Add policy version below the claim title","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.23,"slice":"core","lang":"en"}
{"prompt":"Restructure the coverage evaluator and document its rule interface. Preserve decisions while separating facts, applicability, calculation, explanation, and audit.","purpose":"refactor","secondary":"writing","mixed":true,"difficulty":0.83,"slice":"mixed","lang":"en"}
{"prompt":"Architect a multi-region claims platform with policy ownership, intake, decisions, payments, documents, and migration milestones.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.97,"slice":"boundary","lang":"en"}
{"prompt":"Implement signed claim snapshots with policy, facts, decision, and payment digests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.71,"slice":"core","lang":"en"}
{"prompt":"Write an onboarding guide for adding a new insurance product, including coverage, pricing, claims, documents, fixtures, and rollout.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.48,"slice":"core","lang":"en"}
{"prompt":"Consolidate policy-period formatting across portal and reports without changing output.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.54,"slice":"core","lang":"en"}
{"prompt":"Investigate why closed claims remain in adjuster autocomplete.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.59,"slice":"boundary","lang":"en"}
{"prompt":"Add transactional claim transfer between teams with tasks, permissions, and audit history.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.71,"slice":"core","lang":"en"}
{"prompt":"Pin HAPI FHIR claims adapter to `8.4.0`","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.06,"slice":"core","lang":"en"}
{"prompt":"Build the mobile document-request screen with categories, deadlines, uploads, status, messages, and accessible controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.62,"slice":"core","lang":"en"}
{"prompt":"Remplace `Deductable` par `Deductible` uniquement dans le nouveau titre.","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"fr"}
{"prompt":"Inspect the claim-import endpoint for tenant spoofing, duplicate claims, malicious documents, partial commits, and policy confusion.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.76,"slice":"core","lang":"en"}
{"prompt":"Implement reserve-revision history and write its API documentation. Include categories, approvals, accounting events, closure, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.71,"slice":"mixed","lang":"en"}
{"prompt":"Develop a roadmap for replacing manual claim triage with assisted routing, including evaluation, human oversight, fairness, and rollout.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.88,"slice":"core","lang":"en"}
{"prompt":"Add bounded event replay for claim projections with durable checkpoints.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Create the responsive quote-comparison view with coverages, deductibles, prices, exclusions, and accessible tables.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"fix claim status","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.5,"slice":"vague-eval","lang":"en"}
{"prompt":"Replace `ClaimEvt` with `ClaimEvent` across packages while preserving event names and schemas.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.56,"slice":"boundary","lang":"en"}
{"prompt":"Diagnose why reopened claims still send closure surveys, implement the verified scheduling fix, and update customer documentation.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.73,"slice":"mixed","lang":"en"}
{"prompt":"Why does the policy service retain two previous rating tables? Explain current quote and renewal rollback behavior.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.48,"slice":"boundary","lang":"en"}
{"prompt":"Track down occasional missing reserve transactions after claim reassignment.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.66,"slice":"core","lang":"en"}
{"prompt":"Write a troubleshooting guide for missing claim payments, covering approval, coverage, provider submission, reconciliation, and corrections.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.43,"slice":"core","lang":"en"}
{"prompt":"Privacy review packet:\n\n```text\nFeature: delegated claim access\nPolicyholder invites family member or representative to one claim\nScopes: view status, upload documents, message adjuster, view payments\nInvitation expires after seven days; granted access may last until claim closure\nPolicyholder can revoke early\nRepresentative sees existing claim messages after acceptance\nDownloaded documents cannot be remotely deleted\nNotifications may include claim number and status\nAdjuster sees delegate identity and scope\n```\n\nReview scope, historical messages, document persistence, revocation, notification privacy, identity, closure, and audit. No implementation.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.75,"slice":"pasted-context","lang":"en"}
{"prompt":"Add a loading state to the claim cards","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.23,"slice":"core","lang":"en"}
{"prompt":"Plan and implement delegated claim access. First define identity, scopes, history, expiry, revocation, documents, notifications, audit, and rollout; then add enforcement and APIs.","purpose":"planning","secondary":"backendImpl","mixed":true,"difficulty":0.92,"slice":"mixed","lang":"en"}
{"prompt":"Outline an architecture for insurer-to-reinsurer claim exchange with identity, contracts, evidence, corrections, privacy, and phased adoption.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.92,"slice":"boundary","lang":"en"}
{"prompt":"Implement snapshot-consistent claim exports with resumable chunks.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Escribe una guía para integrar siniestros, con pólizas, cobertura, documentos, reservas, pagos y pruebas.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.41,"slice":"core","lang":"es"}
{"prompt":"Move claim-jurisdiction resolution out of the payment worker without changing decisions.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.6,"slice":"core","lang":"en"}
{"prompt":"Investigate why the iOS app loses offline claim drafts after device restore.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.63,"slice":"boundary","lang":"en"}
{"prompt":"Add atomic rating-table publication with simulation, approval, and rollback.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"Remove the obsolete `legacy_claims` flag","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.04,"slice":"core","lang":"en"}
{"prompt":"Build the coverage-decision viewer with facts, matched rules, exclusions, explanation, override, and accessible layout.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.68,"slice":"core","lang":"en"}
{"prompt":"`Calim received` を `Claim received` 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 delegated-document download path for scope confusion, stale access, guessed IDs, cache leakage, and audit gaps.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.75,"slice":"core","lang":"en"}
{"prompt":"Implement claim-access history and write its API guide. Include delegates, scopes, acceptance, revocation, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.7,"slice":"mixed","lang":"en"}
{"prompt":"Plan a disaster-recovery strategy for insurance services, including policies, claims, documents, decisions, payments, replay, drills, and RTO tiers.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.94,"slice":"core","lang":"en"}
{"prompt":"Add content-hash deduplication to claim evidence with claim-scoped ownership.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.61,"slice":"core","lang":"en"}
{"prompt":"Create the desktop fraud-review workspace with signals, evidence, model explanation, decision, audit, and keyboard controls.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"continue the policy cleanup","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.44,"slice":"vague-eval","lang":"en"}
{"prompt":"Rename `ReserveRev` to `ReserveRevision` across packages while preserving serialized fields.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.56,"slice":"boundary","lang":"en"}
{"prompt":"Investigate why revoked delegates still receive claim alerts, implement the verified recipient fix, and update help documentation.","purpose":"debugging","secondary":"writing","mixed":true,"difficulty":0.77,"slice":"mixed","lang":"en"}
{"prompt":"Assess the proposed claim cache for policy revisions, access scopes, closures, corrections, regional rules, and invalidation.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.72,"slice":"boundary","lang":"en"}
{"prompt":"Find why a document worker retries an encrypted archive forever.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.63,"slice":"core","lang":"en"}
{"prompt":"Draft a support guide for recovering an interrupted claim submission.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.4,"slice":"core","lang":"en"}
{"prompt":"Policy projection failure:\n\n```text\npolicy=p_881 endorsement event offset=88120 version=19\nprojection writes active revision=19\ncheckpoint transaction fails\nbilling worker observes revision=19 and recalculates invoice\nprojection restarts and replays endorsement\nunique effective-date revision rejects duplicate before checkpoint advances\npartition stops; later cancellation waits behind failure\n```\n\nDetermine how policy state, checkpoint, and billing side effect lack one durable boundary and why replay cannot converge.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.81,"slice":"pasted-context","lang":"en"}
{"prompt":"Add claim type below the status title","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.23,"slice":"core","lang":"en"}
{"prompt":"Restructure the claim intake pipeline and document its source interface. Preserve claims while separating decode, identity, validation, evidence, and publication.","purpose":"refactor","secondary":"writing","mixed":true,"difficulty":0.8,"slice":"mixed","lang":"en"}
{"prompt":"Architect a global policy platform with jurisdiction ownership, products, revisions, billing, claims, and migration milestones.","purpose":"planning","secondary":null,"mixed":false,"difficulty":0.97,"slice":"boundary","lang":"en"}
{"prompt":"Implement signed claim receipts with policy revision, evidence, and intake digests.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.7,"slice":"core","lang":"en"}
{"prompt":"Write an onboarding guide for adding a new coverage rule, including facts, effective dates, explanations, fixtures, and rollout.","purpose":"writing","secondary":null,"mixed":false,"difficulty":0.46,"slice":"core","lang":"en"}
{"prompt":"Consolidate claim-status formatting across portal and exports without changing output.","purpose":"refactor","secondary":null,"mixed":false,"difficulty":0.54,"slice":"core","lang":"en"}
{"prompt":"Investigate why expired document requests remain in adjuster task lists.","purpose":"debugging","secondary":null,"mixed":false,"difficulty":0.6,"slice":"boundary","lang":"en"}
{"prompt":"Add transactional policy transfer between accounts with billing and claim checks.","purpose":"backendImpl","secondary":null,"mixed":false,"difficulty":0.72,"slice":"core","lang":"en"}
{"prompt":"Set the claim search page size to 50","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.07,"slice":"core","lang":"en"}
{"prompt":"Build the mobile claim-payment screen with amount, status, method, timeline, documents, and accessible summaries.","purpose":"frontendImpl","secondary":null,"mixed":false,"difficulty":0.61,"slice":"core","lang":"en"}
{"prompt":"把 `Polciy details` 改成 `Policy details`,不要修改 key。","purpose":"quickFix","secondary":null,"mixed":false,"difficulty":0.03,"slice":"boundary","lang":"zh"}
{"prompt":"Inspect the policy-import endpoint for duplicate identifiers, tenant spoofing, malicious documents, partial commits, and date ambiguity.","purpose":"review","secondary":null,"mixed":false,"difficulty":0.76,"slice":"core","lang":"en"}
{"prompt":"Implement policy-revision history and write its API documentation. Include endorsements, cancellations, reinstatements, pagination, and permissions.","purpose":"backendImpl","secondary":"writing","mixed":true,"difficulty":0.71,"slice":"mixed","lang":"en"}