{"uid":"cap_ivUtjQiSDaH99Sin7gAEo","slug":"kihustle-semantic-prompt-compressor-f7df328f","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/nexus/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_MPYcbCw5cJSsJxV0Vy0hw","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":"Compresses and semantically reduces input text (prompts) to a shorter, meaning-preserving form","exampleAgentPrompt":"Can you semantically compress this long prompt so it takes fewer tokens but keeps the essential meaning: 'You are a helpful assistant. Your task is to review the following customer complaint carefully and provide a thorough, empathetic, and solution-oriented response that addresses all concerns raised...'?","exampleUseCases":[{"title":"Reduce LLM API costs via prompt compression","prompt":"This system prompt is eating up too many tokens and costing me money — can you compress it semantically so it stays meaningful but uses way fewer tokens?"},{"title":"Fit long context into limited window","prompt":"I have this 3000-word article I want to pass as context to GPT-4, but it won't fit in my prompt. Can you semantically compress it down so the key ideas are preserved but it's much shorter?"},{"title":"Optimize automation workflow prompts","prompt":"I'm building an automation pipeline and my prompt templates are too long. Can you compress this prompt template while keeping its core instructions intact so my agent runs more efficiently?"}],"resultDescription":"A JSON response containing the semantically compressed version of the input text, along with a status field indicating success or failure. The 'result' field holds the compressed/processed output text.","failureModes":["Empty or missing 'text' field returns an error","Extremely long input text may be truncated or timeout","Ambiguous compression quality — no confidence score or compression ratio returned","Generic 'processed'/'success' response makes it hard to verify actual compression occurred","No schema definition for the output compressed text structure"],"whenToPreferThis":"Choose this endpoint when you need to reduce prompt or document length for LLM cost optimization or context-window fitting, and want a semantic (meaning-preserving) approach rather than naive truncation. It is priced cheaply at $0.002 per call, making it suitable for high-volume automation pipelines. However, given the limited schema detail and low crawl quality score, prefer established alternatives (e.g. LLMLingua, PromptCompressor APIs) for production-critical workloads.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T01:04:48.290Z","isFirstParty":false,"canonicalSlug":"kihustle-semantic-prompt-compressor-bb6b9b2d"}