{"uid":"cap_-wKTRowpU1RsJ1AkJHJ_p","slug":"onboarding-progress-string-normalisation-and-keyed-dataset-comparison-d9942750","name":"Onboarding Progress String Normalisation and Keyed Dataset Comparison","description":"Onboarding progress — String normalisation + Keyed dataset comparison: String normalisation + Keyed dataset comparison 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-08-036?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"required_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","required_steps":1,"completed_steps":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","required_steps":2,"completed_steps":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","required_steps":3,"completed_steps":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","required_steps":4,"completed_steps":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_steps","required_steps"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","required_steps":3,"completed_steps":17},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","required_steps":4,"completed_steps":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_ecRKAbxcaARYi9Dt59vdp","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":"Normalises onboarding progress strings and compares two keyed datasets of completed_steps and required_steps records, producing two analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two snapshots of our onboarding progress records — each has up to 200 rows with row_id, team_group, date, completed_steps, and required_steps — and give me a string normalisation report plus a keyed comparison showing where the two datasets differ.","exampleUseCases":[{"title":"Onboarding completion audit across teams","prompt":"I have two batches of onboarding progress data for our engineering and sales teams, each row has a row_id, team_group, date, completed_steps and required_steps. Can you normalise the step strings and compare the two datasets to show me where completed_steps differ between the two snapshots?"},{"title":"Weekly onboarding progress diff","prompt":"Here are last week's and this week's onboarding progress records — up to 200 rows each with row_id, date, team_group, completed_steps, and required_steps. Run a string normalisation and keyed dataset comparison so I can see which rows changed between the two weeks."},{"title":"Cross-team required steps discrepancy check","prompt":"I've got two exports of onboarding data from different systems, both containing row_id, team_group, date, completed_steps, and required_steps fields. Normalise the strings and compare them key-by-key so I can find any rows where required_steps or completed_steps don't match."}],"resultDescription":"Two analytical reports: (1) a string normalisation report cleaning and standardising onboarding step strings across rows, and (2) a keyed dataset comparison report showing row-by-row differences in completed_steps and required_steps between the two supplied datasets. No external lookups or predictions are made; all analysis is performed locally on the supplied data.","failureModes":["Fewer than 1 row supplied — validation error","More than 200 rows supplied — request rejected","Missing required fields (row_id, team_group, date, completed_steps, required_steps) — schema validation error","Date field does not match YYYY-MM-DD format — pattern validation failure","row_id exceeds 80 characters — field length error","Payment not included or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need both string normalisation and a keyed row-by-row comparison of two onboarding progress datasets (completed_steps, required_steps) in a single call, with no need for external data lookups or live predictions. It is well-suited for auditing onboarding data consistency, diffing two snapshots, or identifying step-count discrepancies across team groups, especially when working within a 200-row batch limit.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-04T18:49:52.221Z","isFirstParty":false,"canonicalSlug":"onboarding-progress-string-normalisation-and-keyed-dataset-comparison-d9942750"}