{"uid":"cap_wT87_WE9MH7WiidOM9Sdu","slug":"release-readiness-secondary-measure-weighted-mean-keyed-dataset-a6f237de","name":"Release Readiness Secondary-Measure Weighted Mean + Keyed Dataset Comparison","description":"Release readiness — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + Keyed dataset comparison for supplied release readiness records (checks_passed, checks_total). 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-12-186?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","component","date","checks_passed","checks_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"checks_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checks_passed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","checks_total":1,"checks_passed":10},{"date":"2026-10-02","row_id":"row-2","component":"group-b","checks_total":2,"checks_passed":20},{"date":"2026-10-03","row_id":"row-3","component":"group-a","checks_total":3,"checks_passed":15},{"date":"2026-10-04","row_id":"row-4","component":"group-b","checks_total":4,"checks_passed":30}],"maxItems":200,"minItems":1},"field":{"enum":["checks_passed","checks_total"],"type":"string","default":"checks_passed"},"other":{"type":"array","items":{"type":"object","required":["row_id","component","date","checks_passed","checks_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"checks_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checks_passed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","checks_total":1,"checks_passed":10},{"date":"2026-10-02","row_id":"row-2","component":"group-b","checks_total":2,"checks_passed":21},{"date":"2026-10-03","row_id":"row-3","component":"group-a","checks_total":3,"checks_passed":17},{"date":"2026-10-04","row_id":"row-4","component":"group-b","checks_total":4,"checks_passed":33}],"maxItems":200,"minItems":0}}},"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_6bW4xmNvOhE0_5yz1O2q_","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":"Computes a secondary-measure weighted mean and performs a keyed dataset comparison for release readiness records (checks_passed, checks_total) across up to 200 rows in two independent reports.","exampleAgentPrompt":"I have two batches of release readiness records — each up to 200 rows with fields row_id, component, date, checks_passed, and checks_total — can you compute the secondary-measure weighted mean for checks_passed across the primary dataset and then compare it key-by-key against the second dataset?","exampleUseCases":[{"title":"Pre-release QA gate weighted analysis","prompt":"I've got 150 rows of release readiness data from our CI pipeline, each with a component name, date, checks_passed, and checks_total. Can you compute the weighted mean of checks_passed (weighted by checks_total) and compare it against last sprint's dataset to see where scores diverged?"},{"title":"Multi-component release health comparison","prompt":"We have two snapshots of our release checks — one from before the hotfix and one after — both with row_id, component, date, checks_passed, and checks_total. Run a weighted mean on checks_total and do a keyed comparison so I can see which components improved."},{"title":"Release candidate audit across two builds","prompt":"I need to compare release readiness between build A and build B. Both datasets have up to 100 rows with checks_passed and checks_total per component. Give me the secondary-measure weighted mean for checks_passed and flag any rows where the keyed values differ between the two builds."}],"resultDescription":"Returns two independent analytical reports: (1) a secondary-measure weighted mean of the selected field (checks_passed or checks_total) across the primary dataset, and (2) a keyed dataset comparison between the primary and secondary datasets, highlighting differences by row_id. All computation is performed locally with no external lookups.","failureModes":["Missing required fields (row_id, component, date, checks_passed, checks_total) cause validation errors","Exceeding 200 rows per dataset returns an error","Invalid date format (non-YYYY-MM-DD) causes schema rejection","Null values in numeric fields may affect weighted mean calculation","Mismatched row_ids between primary and comparison datasets result in unmatched keys in comparison report"],"whenToPreferThis":"Choose this endpoint when you need both a weighted mean aggregation (using one measure as the weight for another) and a row-keyed comparison between two release readiness datasets in a single call. It is purpose-built for release readiness data with checks_passed and checks_total fields, making it ideal for CI/CD pipelines, QA gate audits, and sprint-over-sprint release health comparisons. Prefer it over generic stats APIs when your data is already structured with row_id, component, and date identifiers.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:53:25.863Z","isFirstParty":false,"canonicalSlug":"release-readiness-secondary-measure-weighted-mean-keyed-dataset-a6f237de"}