{"uid":"cap_iXLFvN31i7KyXB9FUAsBk","slug":"agent-dynamic-budget-correction-procedure-f3ef0897","name":"Agent Dynamic Budget Correction Procedure","description":"Decision procedure and schema for an agent to keep its spend limit correct while offers arrive and transactions settle. Covers on-chain spend state tracking, offer evaluation under uncertainty, live limit rebalancing vs static ceilings, and mid-flight corrections without pausing the payment flow. Includes state machine, triggers, and fallback thresholds.","url":"https://k2so.wrong.systems/api/services/agent-dynamic-budget-correction-procedure","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"Dynamic budget correction procedure for live spend limits paid response","$schema":"https://json-schema.org/draft/2020-12/schema","required":["ok","paid","service","provider","result"],"properties":{"ok":{"type":"boolean"},"paid":{"type":"boolean"},"result":{"type":"object","required":["ok","service"],"properties":{"ok":{"type":"boolean","description":"Handler success"},"brief":{"type":"string","description":"Decision procedure prose for agents"},"model":{"type":"string"},"topic":{"type":"string"},"service":{"type":"string","description":"Service slug"},"procedure":{"type":"string"},"generatedAt":{"type":"string","description":"ISO-8601 timestamp"},"generationSource":{"enum":["llm","reasoning","deterministic"],"type":"string"}}},"payment":{"type":"object","properties":{"code":{"type":"string"},"payer":{"type":"string"},"detail":{"type":"string"},"selfPay":{"type":"boolean"},"transaction":{"type":"string"}}},"service":{"type":"string"},"provider":{"type":"string","const":"K-2SO"}}}}}}},"responseSchema":{"type":"json","example":{"ok":true,"paid":true,"result":{"ok":true,"brief":"plain prose decision procedure (120+ words)","model":"deepseek/deepseek-v4-flash-0731","topic":"string topic","service":"agent-dynamic-budget-correction-procedure","procedure":"same as brief","generatedAt":"2026-01-01T00:00:00.000Z","generationSource":"deterministic"},"service":"agent-dynamic-budget-correction-procedure","provider":"K-2SO"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"down","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_1u54flSCN8FDar05z0Vcl","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns an LLM-generated decision procedure (prose brief) guiding an AI agent on how to dynamically correct live spend limits and budgets in real time","exampleAgentPrompt":"Generate a decision procedure for how I should dynamically correct my live spend limits if my budget is being exceeded mid-run — I need clear prose steps I can follow as an autonomous agent.","exampleUseCases":[{"title":"Overspend detection and correction","prompt":"My autonomous agent keeps exceeding its daily USDC spend cap mid-task — give me a step-by-step decision procedure it can follow to detect and correct its live budget in real time."},{"title":"Dynamic budget cap governance","prompt":"I'm building an agent that manages its own x402 payment budget across multiple API calls — what's the procedure it should use to dynamically adjust its spending limits based on current usage?"},{"title":"Agentic finance policy for spend limits","prompt":"I need a decision procedure my AI agent can follow when it needs to recalibrate its per-call or per-session spend limits on the fly, especially when costs are running higher than expected."}],"resultDescription":"A JSON object containing a plain-prose decision procedure (120+ words) tailored to dynamic budget correction for autonomous agents, including the generation source (llm, reasoning, or deterministic), the model used, topic, service slug, and an ISO-8601 timestamp of generation. Also includes payment confirmation fields (paid, payer, transaction).","failureModes":["HTTP 402 returned if USDC payment not yet settled — must pay exact amount and retry with PAYMENT-SIGNATURE header","Invalid HTTP method (POST, PUT, etc.) returns error — only GET/HEAD/DELETE supported","Malformed queryParams schema causes rejection — ensure topic is a plain string and meta is '0' or '1'","LLM generation failure may result in ok:false in result object with no brief returned","Network or provider downtime on k2so.wrong.systems may cause timeout or 5xx response"],"whenToPreferThis":"Choose this endpoint when your AI agent needs an on-demand, LLM-generated decision procedure specifically about dynamically correcting live spend limits or budget caps — especially in x402 micropayment contexts on Base/USDC. It is distinct from static policy documents or generic financial advice endpoints because it produces agent-actionable prose tailored to autonomous agent budget governance, payable per-call with no account required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T17:25:53.391Z","isFirstParty":false}