{"uid":"cap_bIqCk8eM-ydWD9kHJXUdT","slug":"minimum-stock-replenishment-gap-sequential-input-change-attribution-4a0c7c7c","name":"Minimum-Stock Replenishment Gap Sequential Input-Change Attribution","description":"Minimum-stock replenishment gap - Sequential input-change attribution: Sequential input-change attribution for Minimum-stock replenishment gap. Supplied retail figures only, up to 200 records. No platform access, live rates or order execution. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded sequential input-change attribution report.","url":"https://market.datapackvibe.com/x402/assistant-ar-retail-minimum-stock-gap-waterfall?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"after":{"type":"object","default":{"inbound_units":22,"minimum_units":110.00000000000001,"available_units":38.5},"required":["minimum_units","available_units","inbound_units"],"properties":{"inbound_units":{"type":"number","default":20,"maximum":1000000000000,"minimum":0},"minimum_units":{"type":"number","default":100,"maximum":1000000000000,"minimum":0},"available_units":{"type":"number","default":35,"maximum":1000000000000,"minimum":0}},"additionalProperties":false},"before":{"type":"object","default":{"inbound_units":20,"minimum_units":100,"available_units":35},"required":["minimum_units","available_units","inbound_units"],"properties":{"inbound_units":{"type":"number","default":20,"maximum":1000000000000,"minimum":0},"minimum_units":{"type":"number","default":100,"maximum":1000000000000,"minimum":0},"available_units":{"type":"number","default":35,"maximum":1000000000000,"minimum":0}},"additionalProperties":false}}},"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_rNFFVaPkS4gon8YheJexO","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 sequential (waterfall) attribution of how changes in available, inbound, and minimum stock units contributed to a shift in the replenishment gap for retail inventory.","exampleAgentPrompt":"Can you run a sequential attribution on why our replenishment gap changed — before we had 35 available units, 20 inbound, and a 100-unit minimum, and after it shifted to 38.5 available, 22 inbound, and 110 minimum units?","exampleUseCases":[{"title":"Diagnose widening reorder gap after restock","prompt":"Our reorder gap got worse this week — before we had 200 available units, 50 inbound, and a 300-unit minimum, now we have 180 available, 45 inbound, and 320 minimum. Can you do a step-by-step waterfall attribution to show which of those changes drove the gap up?"},{"title":"Validate effect of raising safety stock threshold","prompt":"We raised our minimum stock threshold from 500 to 600 units while available inventory stayed at 150 and inbound stayed at 80. Run a sequential input-change attribution so I can see exactly how much of the replenishment gap increase came from that minimum-units change."},{"title":"Monthly inventory gap change reporting","prompt":"For our monthly retail report, I need to attribute the replenishment gap shift: last month we had 1200 available units, 300 inbound, and a 1500-unit minimum; this month it's 1100 available, 250 inbound, and 1500 minimum — give me the waterfall breakdown of what drove the gap change."}],"resultDescription":"A bounded sequential (waterfall) attribution report showing how each individual input change — available units, inbound units, and minimum units — contributed step-by-step to the overall shift in the minimum-stock replenishment gap between the before and after states.","failureModes":["Missing required fields (minimum_units, available_units, or inbound_units) in before or after objects returns a validation error","Values outside the allowed range (negative or above 1e12) are rejected","Exceeding the 200-record processing limit returns an error","Malformed JSON body causes a 400-level response","Payment failure or insufficient USDC balance blocks the request via x402 protocol"],"whenToPreferThis":"Use this endpoint when you need to understand *why* a retail replenishment gap changed between two points in time by decomposing the contribution of each input variable sequentially. It is ideal for retail analysts and supply chain teams who want a structured waterfall (sequential) attribution rather than a simple delta comparison. Choose it over generic difference calculations when the order of input changes matters for understanding causality, or when you need a formatted report ready for stakeholder communication at minimal cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:16.598Z","isFirstParty":false,"canonicalSlug":"minimum-stock-replenishment-gap-sequential-input-change-attribution-4a0c7c7c"}