{"uid":"cap_xqeavMWSJKbzSJDQxlv-l","slug":"task-profit-api-task-profitability-estimator-3e3e28e3","name":"Task Profit API – Task Profitability Estimator","description":"Bounty/task triage before you spend inference: given task text and optional marketplace context (payout_usd, repo_size, language, acceptance criteria), returns a predicted token/cost estimate, a spec-quality score with named ambiguities, and a bid/clarify/skip recommendation that weighs predicted cost against stated payout. Deterministic scoring, no model call.","url":"https://task-profit-api.62.238.55.212.sslip.io/v1/estimate","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"context":{"type":"object","properties":{"due_at":{"type":"string"},"language":{"type":"string"},"repo_size":{"type":"string"},"payout_usd":{"type":"number","minimum":0},"marketplace":{"type":"string"},"expected_acceptance_criteria":{"type":"string"}},"description":"Optional marketplace context. Supplying payout_usd is what unlocks the expected-value bid/skip comparison instead of a spec-quality-only recommendation.","additionalProperties":false},"task_text":{"type":"string","minLength":1,"description":"Plain-language description of the task, bounty, or work order to evaluate."}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","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":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_O5B2ezDg4mr_39NhAJeM6","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Estimates the profitability of a single task or bounty given a plain-language description of it.","exampleAgentPrompt":"Can you estimate how profitable this task would be: 'Write a 500-word SEO blog post on cryptocurrency trends, deadline 48 hours, pay $25'?","exampleUseCases":[{"title":"Freelancer evaluating gig offers","prompt":"I just got offered this task: 'Scrape and structure 200 product listings from an e-commerce site by tomorrow morning for $40.' Is that actually profitable for me to take on?"},{"title":"Agent filtering bounty board listings","prompt":"Here's a bounty I found: 'Debug a React app login flow and write a test suite, 3-day turnaround, $150 reward.' Can you estimate whether this is worth pursuing based on profitability?"},{"title":"Startup prioritizing internal task queue","prompt":"We have a task in our queue: 'Set up automated email follow-up sequence for 500 leads using our CRM.' Give me a profitability estimate so I can decide whether to prioritize it this sprint."}],"resultDescription":"Returns a profitability estimate for the described task — likely including a score or monetary estimate indicating how financially worthwhile the task is, based on analysis of the task description.","failureModes":["Empty or missing task_text field returns a validation error","Very vague or ambiguous task descriptions may yield low-confidence or inaccurate estimates","Payment failure (x402) if insufficient USDC balance prevents the call","Network errors on the raw-IP sslip.io host may cause intermittent timeouts","Extremely long task descriptions may exceed input limits"],"whenToPreferThis":"Use this endpoint when you need a quick, per-task profitability signal to help an agent or human decide whether to accept, prioritize, or bid on a specific task or bounty. It is purpose-built for single-task evaluation via plain-language input, making it ideal for agentic pipelines that screen tasks before committing resources. Prefer it over generic LLM reasoning when you want a consistent, structured profitability estimate with a defined cost per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T18:37:28.830Z","isFirstParty":false}