{"uid":"cap_JhM4JNYWCgDjQApMO68ze","slug":"onboarding-progress-duplicate-key-report-trailing-mean-series-a9ab8809","name":"Onboarding Progress — Duplicate Key Report + Trailing Mean Series","description":"Onboarding progress — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series for supplied onboarding progress records (completed_steps, required_steps). 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-operations-08-061?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_steps","required_steps"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"required_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","required_steps":1,"completed_steps":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","required_steps":2,"completed_steps":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","required_steps":3,"completed_steps":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","required_steps":4,"completed_steps":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_steps","required_steps"],"type":"string","default":"completed_steps"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_N5qAeJUcwNOv8fpF9nfXv","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":"Analyzes onboarding progress records (completed_steps, required_steps) to produce a duplicate key report and a trailing mean series for up to 200 rows.","exampleAgentPrompt":"Check my onboarding progress data for duplicate row IDs and also compute a trailing mean of completed_steps with a window of 3 — here are 4 rows: row-1 on 2026-10-01 for group-a with 10 completed and 1 required, row-2 on 2026-10-02 for group-b with 20 completed and 2 required, row-3 on 2026-10-03 for group-a with 15 completed and 3 required, and row-4 on 2026-10-04 for group-b with 30 completed and 4 required.","exampleUseCases":[{"title":"Detect duplicates in onboarding batch upload","prompt":"I just uploaded a batch of onboarding records and I'm worried there are duplicate row IDs. Can you run a duplicate key report on these 50 rows and also give me a trailing mean of completed_steps with a window of 5 so I can spot trends?"},{"title":"Rolling average for team onboarding monitoring","prompt":"For our two onboarding teams, group-a and group-b, can you compute a trailing mean of required_steps across the last 4 weeks of daily records using a window of 7, and flag any duplicate row IDs while you're at it?"},{"title":"Audit onboarding data quality before reporting","prompt":"Before I send this onboarding progress report to leadership, can you check these 100 rows for any duplicate keys and compute a 2-period trailing mean of completed_steps so I can include trend data?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any rows with repeated row_id values across the supplied onboarding records, and (2) a trailing mean series showing the rolling average of the selected field (completed_steps or required_steps) computed over the specified window size for each row in chronological order. No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["Empty or missing rows array returns validation error","Rows exceeding 200 items are rejected with a max-items error","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Window size outside range 2–200 causes rejection","Invalid field value (not completed_steps or required_steps) causes enum error","Null numeric values for completed_steps or required_steps may affect trailing mean computation"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously audit onboarding progress records for duplicate row identifiers AND compute a rolling/trailing mean of step counts over time, and your dataset is up to 200 rows. It is purpose-built for onboarding progress data with the specific fields completed_steps and required_steps. Prefer this over general analytics tools when you want a low-cost ($0.01 USDC), self-contained, offline analysis with no external data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:41:35.263Z","isFirstParty":false,"canonicalSlug":"onboarding-progress-duplicate-key-report-trailing-mean-series-a9ab8809"}