{"uid":"cap_wZG6Lpyp3H5ynjw2ksEx6","slug":"kihustle-semantic-prompt-compressor-18e85b0b","name":"KiHustle Semantic Prompt Compressor","description":"Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.","url":"https://kihustle.tech/agents/api/v1/prompt-compressor-semantic?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string"}}},"responseSchema":{"type":"json","example":{"result":"processed","status":"success"}},"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":"unknown","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_V72BFoy0wCCk3N8mdJGJ_","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":"Semantically compresses input text/prompts to reduce token usage while preserving meaning","exampleAgentPrompt":"Compress this prompt semantically so it uses fewer tokens before I send it to the LLM: 'You are a helpful assistant who specializes in answering questions about personal finance, budgeting, and investing for beginners who have never managed money before and want step-by-step guidance.'","exampleUseCases":[{"title":"Trim bloated system prompt","prompt":"My system prompt is getting too long and eating up my context window — can you semantically compress this for me: 'You are an expert customer support agent working for a SaaS company, trained to handle billing questions, technical troubleshooting, onboarding help, and escalation workflows with empathy and efficiency, always following company policies and maintaining a professional tone.'"},{"title":"Reduce RAG chunk costs","prompt":"I'm pulling a bunch of document chunks into my RAG pipeline and the token costs are adding up — can you compress this chunk semantically before I embed it: 'The European Union General Data Protection Regulation, commonly known as GDPR, was adopted on 14 April 2016 and became enforceable beginning 25 May 2018, applying to all organizations processing personal data of individuals residing in the EU regardless of the organization's location.'"},{"title":"Optimize few-shot examples","prompt":"I have a few-shot example I want to include in every API call but it's too verbose — semantically compress this text to cut tokens: 'When a user asks about pricing, first confirm which plan they are currently on, then explain the pricing tiers clearly, offer to walk them through an upgrade, and always end with a link to the billing FAQ page.'"}],"resultDescription":"Returns a JSON object with a 'result' field containing the semantically compressed version of the input text and a 'status' field indicating success or failure of the compression operation.","failureModes":["Empty or missing 'text' field returns an error or unprocessed result","Input text too long may cause timeout or truncated output","Malformed JSON body returns HTTP 400","Insufficient USDC balance triggers x402 payment failure before processing","Very short input may return nearly identical output with no meaningful compression"],"whenToPreferThis":"Choose this endpoint when you need to reduce token count for LLM calls in automated pipelines and want semantic-aware compression rather than naive truncation. Useful for cost optimization in high-volume AI agent workflows where context window space is limited and every token counts. Best suited for compressing prompts, instructions, or document chunks before embedding or inference.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:43:23.876Z","isFirstParty":false,"canonicalSlug":"kihustle-semantic-prompt-compressor-bb6b9b2d"}