{"ok":true,"host":"www.surplusintelligence.ai","status":"ready","manifest":{"positioning":"Surplus Intelligence is a small-footprint host serving agents that need to combine Twitter/X data lookups with AI-generated text, paying per request via x402 micropayments on Base. It targets use cases where an agent resolves Twitter identities or retrieves trending topics and then feeds that data into a text completion step. It does not offer a full Twitter API surface or a chat-style multi-turn interface.","host_overview":"www.surplusintelligence.ai exposes three skills: Twitter/X user lookup by username, Twitter/X trending topics by WOEID, and a legacy text completion endpoint backed by an OpenAI-compatible API with x402 micropayment on Base. It bridges Twitter data retrieval with on-demand AI text generation in a single host.","routing_guidance":"Use this host when an agent needs to (1) resolve a Twitter/X username to a user ID, (2) retrieve current trending topics for a geographic location by WOEID, or (3) generate text via a legacy completions API paid per-request with x402 on Base. Do not use this host for fetching tweet timelines, follower counts, full profile metadata, or historical trend data — those require a more complete Twitter API integration not available here. Do not use the text completion skill for multi-turn chat; use a host that exposes a chat completions endpoint instead. If streaming support is required, verify it before relying on the create-text-completion skill. For richer Twitter data or higher-volume AI inference, prefer dedicated Twitter API wrappers or full OpenAI-compatible hosts respectively.","capability_clusters":[{"skill_names":["fetch-twitter-user-by-username"],"cluster_name":"Twitter Identity Resolution","cluster_summary":"Resolves a Twitter/X handle to its canonical numeric ID, display name, and username string, enabling downstream operations that require a user ID rather than a handle."},{"skill_names":["fetch-twitter-trends-by-woeid"],"cluster_name":"Twitter Trend Discovery","cluster_summary":"Retrieves up to 20 current trending topic names for a given geographic location using its WOEID, providing a real-time snapshot of what is trending in that region."},{"skill_names":["create-text-completion"],"cluster_name":"AI Text Generation","cluster_summary":"Generates text from a raw prompt string using a legacy OpenAI-compatible completions endpoint, billed per request via x402 micropayment on Base."}],"cross_skill_workflows":[{"steps":[{"skill_name":"fetch-twitter-trends-by-woeid","description":"Retrieve the current list of trending topic names for the target geographic location using its WOEID."},{"skill_name":"create-text-completion","description":"Feed one or more trend names into a prompt and generate relevant text output such as a summary, article draft, or social copy."}],"when_to_use":"Use when an agent needs to generate text commentary, summaries, or copy based on what is currently trending on Twitter/X in a specific location.","workflow_name":"Trend-Aware Content Generation"},{"steps":[{"skill_name":"fetch-twitter-user-by-username","description":"Resolve the Twitter/X handle to its canonical ID, display name, and verified username."},{"skill_name":"create-text-completion","description":"Incorporate the resolved user identity data into a prompt and generate relevant text output."}],"when_to_use":"Use when an agent needs to generate text that references a specific Twitter/X user and requires their canonical ID or verified username as part of the prompt context.","workflow_name":"User-Contextualized Content Generation"}]},"model":"claude-sonnet-4-6","version_no":3,"generated_at":"2026-05-17T05:16:56.717Z","provenance":"ai_authored_unreviewed","ai_authored":true,"merchant_reviewed":false,"merchant_edited":false,"merchant_reviewed_at":null,"merchant_edited_at":null,"skill_md_url":"https://x402gle.com/servers/www.surplusintelligence.ai/SKILL.md","skills_url":"https://x402gle.com/servers/www.surplusintelligence.ai/skills.json"}