{"ok":true,"host":"data.japanagent.dev","status":"ready","manifest":{"positioning":"This host is a narrow-purpose utility focused on name normalization for Japanese and English names. It serves agents and pipelines that need consistent, reproducible match keys for deduplication or entity resolution tasks. It does not operate as a search engine or database lookup — it processes one name at a time and returns structured normalization output.","host_overview":"data.japanagent.dev provides a single name normalization and phonetic key generation service. Given a Japanese or English name, it returns a normalized uppercase form and a deterministic match key suitable for identity resolution and record linkage.","routing_guidance":"Use this host when an agent needs to normalize a Japanese or English name and produce a stable, reproducible match key for deduplication or identity resolution. It is appropriate as a preprocessing step before joining records across datasets. Do not use it for fuzzy search, ranked name lookup, or querying a name database — it resolves only the single name provided. For full-text or fuzzy name search across a corpus, a dedicated search index or vector similarity service would be more appropriate.","capability_clusters":[{"skill_names":["fetch-name-match-key"],"cluster_name":"Name Normalization and Match Key Generation","cluster_summary":"Accepts a single name input and returns a normalized uppercase form alongside a phonetic match key, enabling deterministic deduplication and record linkage across datasets."}],"cross_skill_workflows":[]},"model":"claude-sonnet-4-6","version_no":1,"generated_at":"2026-07-21T04:42:20.600Z","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/data.japanagent.dev/SKILL.md","skills_url":"https://x402gle.com/servers/data.japanagent.dev/skills.json"}