{"ok":true,"host":"api.zuluworksai.com","status":"failed","manifest":{"positioning":"ZuluWorks AI is a small merchant host offering two distinct, pay-per-use capabilities: a connection trust-scoring endpoint (KYA) and a hosted LLM inference endpoint. It targets agents that need lightweight, on-demand access to either connection hygiene checks or Llama 3.1 8B text generation without managing their own infrastructure. The two skills are independent and serve different use cases.","host_overview":"api.zuluworksai.com exposes two independent API skills: one that scores the trustworthiness of the calling agent's own connection using TLS, HTTP, geo, and ASN signals, and one that runs a text prompt through Cloudflare Workers AI's hosted Llama 3.1 8B instruct model. Both are billed per-use and return structured JSON responses.","routing_guidance":"Use this host when an agent needs a quick, per-use connection trust check against its own outbound properties (not arbitrary third-party URLs), or when it needs single-turn Llama 3.1 8B text completions via a simple GET request without managing model infrastructure. Do not use fetch-kya-trust-score to score external domains you supply as input — it only reflects the calling connection's own properties. Do not use fetch-workers-ai-llama-completion for streaming output, multi-turn conversations with history, or models other than llama-3.1-8b-instruct; for those needs, route to a dedicated LLM provider (e.g., OpenAI, Anthropic, or a Cloudflare Workers AI integration with broader model support).","capability_clusters":[{"skill_names":["fetch-kya-trust-score"],"cluster_name":"Connection Trust Scoring","cluster_summary":"Evaluates the calling agent's own connection at request time by inspecting TLS version, HTTP headers, IP resolution, geographic origin, and ASN, returning a structured trust score and signal breakdown."},{"skill_names":["fetch-workers-ai-llama-completion"],"cluster_name":"LLM Text Completion","cluster_summary":"Accepts a text prompt and returns a generated response from the Cloudflare-hosted Llama 3.1 8B instruct model, billed per call at $0.002 USDC on Base."}],"cross_skill_workflows":[{"steps":[{"skill_name":"fetch-kya-trust-score","description":"Score the calling agent's current connection; inspect trust_score and signals to determine whether the connection meets the required threshold."},{"skill_name":"fetch-workers-ai-llama-completion","description":"If the trust score passes the threshold, proceed to submit the prompt and retrieve the Llama 3.1 8B generated response."}],"when_to_use":"Use when an agent needs to verify its own connection meets a minimum trust threshold before submitting a prompt to the LLM endpoint, ensuring sensitive inference requests originate from adequately secured connections.","workflow_name":"Trust-Gated LLM Inference"}]},"model":"claude-sonnet-4-6","version_no":2,"generated_at":"2026-05-21T01:23:39.728Z","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/api.zuluworksai.com/SKILL.md","skills_url":"https://x402gle.com/servers/api.zuluworksai.com/skills.json"}