{"uid":"cap_jSdOsLNwuhRfgwwsFpUBJ","slug":"jarvisclaw-prompt-coach-optimizer-4b7bb929","name":"JarvisClaw Prompt Coach Optimizer","description":"AI API Gateway with smart routing, pay per call via x402. OpenAI-compatible. Settled in USDC on Base & Solana.","url":"https://api.jarvisclaw.ai/v1/prompt-coach/optimize","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"input":{"type":"string","description":"Request input"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","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":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_paFEzFXYjo6jNSd-DKV9D","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Optimizes and refines user prompts to improve clarity, effectiveness, and output quality using AI coaching techniques","exampleAgentPrompt":"Can you optimize this rough prompt of mine so it gets much better results from an AI — here it is: 'summarize the document and highlight key points for a business audience'?","exampleUseCases":[{"title":"Refining a vague chatbot system prompt","prompt":"I have a system prompt for my customer service chatbot but the responses keep going off-topic. Here it is: 'You are a helpful assistant for our software product.' Can you run it through the prompt coach to make it more focused and effective?"},{"title":"Preparing a research query for an AI agent","prompt":"I want to ask an AI to do deep research on climate policy trends, but my prompt is too messy. Can you optimize this for me: 'look into what's happening with climate stuff and give me info'?"},{"title":"Improving a creative writing instruction","prompt":"My prompt for generating short stories keeps producing boring results. Can you use the prompt coach to improve this: 'write a short story about a detective'?"}],"resultDescription":"Returns an optimized, clarified, and more effective version of the submitted prompt string, with coaching improvements applied to structure, specificity, and intent clarity.","failureModes":["Empty or missing 'input' field returns a validation error","Extremely short or nonsensical inputs may produce low-quality optimizations","Payment failure via x402 (402 response) if USDC balance is insufficient","Rate limiting if too many requests are made in quick succession","Ambiguous prompts with no clear domain may yield generic improvements"],"whenToPreferThis":"Choose this endpoint when you need to pre-process or improve a user-supplied prompt before sending it to an LLM, especially in agentic pipelines where prompt quality directly impacts downstream results. Prefer this over manual prompt engineering when operating at scale or when end-users are providing unstructured, vague, or poorly formed instructions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:41:26.876Z","isFirstParty":false}