{"uid":"cap_qIdXDGF_manspdpfS_TFI","slug":"dependency-upgrades-record-quality-audit-secondary-measure-weighted-f85799e9","name":"Dependency Upgrades — Record Quality Audit + Secondary-Measure Weighted Mean","description":"Dependency upgrades — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied dependency upgrades records (packages_checked, packages_updated). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-software-09-016?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","component","date","packages_checked","packages_updated"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"packages_checked":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"packages_updated":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","packages_checked":10,"packages_updated":1},{"date":"2026-10-02","row_id":"row-2","component":"group-b","packages_checked":20,"packages_updated":2},{"date":"2026-10-03","row_id":"row-3","component":"group-a","packages_checked":15,"packages_updated":3},{"date":"2026-10-04","row_id":"row-4","component":"group-b","packages_checked":30,"packages_updated":4}],"maxItems":200,"minItems":1},"field":{"enum":["packages_checked","packages_updated"],"type":"string","default":"packages_checked"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_3y9lMwJG_QCHtYHFZICs2","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits data quality and computes a secondary-measure weighted mean for up to 200 dependency upgrade records (packages_checked, packages_updated), returning two analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and compute a secondary-measure weighted mean on my dependency upgrade data? I have 4 rows: row-1 on 2026-10-01 for group-a with 10 packages_checked and 1 packages_updated, row-2 on 2026-10-02 for group-b with 20 packages_checked and 2 packages_updated — use packages_checked as the target field.","exampleUseCases":[{"title":"CI pipeline package update audit","prompt":"I have a week's worth of dependency upgrade logs across two components — can you audit the record quality and compute a weighted mean for packages_checked? Here are 5 rows: row-1 2026-11-01 frontend 50 checked 5 updated, row-2 2026-11-02 backend 80 checked 8 updated, row-3 2026-11-03 frontend 45 checked 3 updated, row-4 2026-11-04 backend 90 checked 10 updated, row-5 2026-11-05 frontend 60 checked 6 updated."},{"title":"Multi-team upgrade tracking data validation","prompt":"We track dependency upgrades across three teams and I want to check data quality and get a weighted mean for packages_updated. Can you run both reports on these records: row-1 2026-09-10 team-alpha 100 checked 12 updated, row-2 2026-09-11 team-beta 200 checked 20 updated, row-3 2026-09-12 team-gamma 150 checked 15 updated?"},{"title":"Monthly software maintenance summary","prompt":"At the end of each month I need a quality audit and weighted mean for our packages_checked figures across all components. Here's this month's data: row-1 2026-10-07 auth-service 30 checked 3 updated, row-2 2026-10-14 data-service 45 checked 7 updated, row-3 2026-10-21 api-gateway 60 checked 5 updated, row-4 2026-10-28 frontend 25 checked 2 updated — use packages_checked as the field."}],"resultDescription":"Returns two analytical reports: (1) a record quality audit identifying completeness, consistency, and potential issues across the supplied rows, and (2) a secondary-measure weighted mean calculation for the specified field (packages_checked or packages_updated) weighted by the other numeric measure — all computed locally with no external lookups.","failureModes":["Empty or missing rows array returns a validation error","More than 200 rows submitted exceeds the limit and is rejected","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","Missing required fields (row_id, component, date, packages_checked, packages_updated) causes rejection","Null values for both numeric measures may produce undefined weighted mean","Invalid field enum value (not packages_checked or packages_updated) returns error","Payment of 0.01 USDC not completed causes 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you have tabular dependency upgrade records (up to 200 rows) and need both a data quality audit and a weighted mean computation in a single paid call. It is purpose-built for software package management metrics (packages_checked, packages_updated) and performs all analysis locally without external lookups or predictions. Prefer this over general analytics tools when you want a lightweight, cost-effective (0.01 USDC) dual-report on structured DevOps data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:30.701Z","isFirstParty":false,"canonicalSlug":"dependency-upgrades-record-quality-audit-secondary-measure-weighted-f85799e9"}