{"ok":true,"host":"scout-dx.hugen.tokyo","status":"ready","manifest":{"positioning":"scout-dx.hugen.tokyo is a developer intelligence aggregation host serving agents that need to discover, compare, or research technical topics across multiple community and registry sources. It covers link aggregators (HN, Lobste.rs), code and package registries (GitLab, PyPI), community content (Dev.to, Stack Overflow), product discovery (Product Hunt), x402 API discovery, and a paid multi-source synthesis report. It is distinct from general web search hosts in that every skill targets a specific, structured developer or academic source rather than the open web.","host_overview":"scout-dx.hugen.tokyo provides a collection of search and discovery skills targeting developer-oriented sources: Hacker News, GitLab, Product Hunt, Stack Overflow, Dev.to, Lobste.rs, PyPI, the x402 Bazaar API directory, and a multi-source AI-synthesized research report endpoint. Each skill issues a single-shot query against its respective source and returns structured metadata. No real-time streaming, financial data, or write operations are supported.","routing_guidance":"Use scout-dx.hugen.tokyo when an agent needs structured discovery across specific developer sources: HN, Lobste.rs, Stack Overflow, Dev.to, GitLab, PyPI, Product Hunt, or the x402 Bazaar. The fetch-scout-research-report skill is the right choice when a single synthesized brief across many sources is needed at once, at a cost of $0.25 USDC per call. Do not use this host for: general open-web search (use a Bing, Google, or Brave Search API instead); GitHub repository search (use the GitHub Search API directly); real-time or streaming content; financial or token price data; fetching a specific item by ID (use the source's native API); or bulk dependency audits across many packages. All skills are single-shot paginated queries with no write, execute, or streaming capability.","capability_clusters":[{"skill_names":["search-hacker-news","search-lobsters"],"cluster_name":"Developer Link Aggregators","cluster_summary":"Searches curated tech news and discussion communities to surface relevant stories, scores, and community signals for a given keyword or topic."},{"skill_names":["search-stackoverflow-questions","search-devto-articles"],"cluster_name":"Technical Q&A and Blog Content","cluster_summary":"Finds structured Q&A threads on Stack Overflow and technical blog posts on Dev.to, including engagement metrics useful for ranking or filtering results."},{"skill_names":["search-gitlab-projects","search-pypi-packages"],"cluster_name":"Code and Package Registries","cluster_summary":"Discovers public GitLab repositories and resolves Python package metadata on PyPI, providing activity signals, version info, and licensing details."},{"skill_names":["search-product-hunt","search-x402-bazaar"],"cluster_name":"Product and API Discovery","cluster_summary":"Finds launched products on Product Hunt and x402-enabled micropayment APIs in the x402 Bazaar directory, returning structured metadata for evaluation."},{"skill_names":["fetch-scout-research-report"],"cluster_name":"Multi-Source Research Synthesis","cluster_summary":"Issues a single query across 14 developer and academic sources in parallel and returns an AI-synthesized report with summary, key findings, sentiment, and recommendations."}],"cross_skill_workflows":[{"steps":[{"skill_name":"search-pypi-packages","description":"Resolve the package name to its current version, license, author, and homepage links on PyPI."},{"skill_name":"search-stackoverflow-questions","description":"Find Stack Overflow threads about the package to surface common issues, usage patterns, and community familiarity."},{"skill_name":"search-hacker-news","description":"Search HN for discussions or Show HN posts about the library to gauge developer sentiment and adoption signals."}],"when_to_use":"Use when an agent needs to evaluate a Python library by combining registry metadata with community discussion and Q&A signals.","workflow_name":"Python Library Due Diligence"},{"steps":[{"skill_name":"fetch-scout-research-report","description":"Retrieve an AI-synthesized intelligence report covering 14 developer and academic sources for the topic."},{"skill_name":"search-hacker-news","description":"Supplement with recent HN stories and comments to capture community reactions not yet reflected in the synthesis."},{"skill_name":"search-devto-articles","description":"Find practitioner blog posts on Dev.to to surface tutorials, opinions, and real-world usage examples."}],"when_to_use":"Use when an agent needs a comprehensive view of a technical topic by first pulling a synthesized report and then supplementing with targeted community signals.","workflow_name":"Technical Topic Research Brief"},{"steps":[{"skill_name":"search-x402-bazaar","description":"Search the x402 Bazaar directory for APIs matching the desired capability, returning resource URLs, prices, and networks."},{"skill_name":"search-hacker-news","description":"Search HN for mentions of the discovered API or its provider to assess community trust and prior discussion."},{"skill_name":"search-product-hunt","description":"Check Product Hunt for any launch page associated with the API or its parent product to review votes and maker information."}],"when_to_use":"Use when an agent needs to find a paid x402 API for a capability and then assess community awareness or prior discussion of that API or its provider.","workflow_name":"x402 API Discovery and Vetting"}]},"model":"claude-sonnet-4-6","version_no":7,"generated_at":"2026-05-30T04:39:06.945Z","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/scout-dx.hugen.tokyo/SKILL.md","skills_url":"https://x402gle.com/servers/scout-dx.hugen.tokyo/skills.json"}