{"uid":"cap_GSZ9fLN75H0PAsg7THrRe","slug":"kihustle-technical-density-scorer-a1fd3e72","name":"KiHustle Technical Density Scorer","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/technical-density-scorer?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_Cuh81-fVaOR68K03A5Jft","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":"Scores the technical density of a given text, measuring how technically complex or information-dense the content is.","exampleAgentPrompt":"Can you score the technical density of this paragraph for me: 'Containerized microservices leverage orchestration layers such as Kubernetes to achieve horizontal scalability and fault tolerance via declarative configuration manifests and rolling deployment strategies.'","exampleUseCases":[{"title":"Readability check for blog post","prompt":"I just wrote this AI automation tutorial intro — can you run it through the technical density scorer to see if it's too jargon-heavy for beginners? Here's the text: 'Agentic workflows rely on prompt chaining and tool-use APIs to orchestrate multi-step LLM pipelines with retrieval-augmented generation.'"},{"title":"Content calibration for side hustle guide","prompt":"I'm writing a guide on using AI for passive income and want to make sure it's not overly technical. Score the density of this section: 'Leverage zero-shot classification models combined with embedding-based semantic search to automate lead qualification pipelines.'"},{"title":"Comparing technical levels across drafts","prompt":"I have two versions of a product description and want to know which one is more technically dense — can you score this one first: 'The platform uses end-to-end encrypted WebSocket connections with JWT-based authentication for real-time data synchronization.'"}],"resultDescription":"A JSON object containing a result field (e.g. 'processed') and a status field (e.g. 'success'), indicating the technical density computation has completed. The exact numeric density score or classification may be embedded in the result value.","failureModes":["Empty or missing text field returns an error or low-confidence result","Extremely short texts may yield unreliable density scores","Non-English text may produce inaccurate scores if the model is trained on English content","Very long texts may exceed input size limits","Malformed JSON body returns a 400 or processing error"],"whenToPreferThis":"Choose this endpoint when you need a quick, automated signal of how technically complex a piece of text is — particularly useful for content creators, educators, or marketers who want to calibrate writing difficulty for their audience. Prefer this over manual readability scores (Flesch-Kincaid, etc.) when you specifically want a technical jargon/density dimension rather than general readability.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T12:47:03.383Z","isFirstParty":false,"canonicalSlug":"kihustle-technical-density-scorer-1d5f3d0f"}