{"ok":true,"host":"scout.hugen.tokyo","status":"failed","manifest":{"positioning":"scout.hugen.tokyo is a read-only search aggregator targeting developer research workflows. It serves agents that need to discover, compare, or monitor content across the major developer community platforms from a single host. Its distinguishing characteristic is breadth across complementary surfaces: link aggregators (HN, Lobste.rs), Q&A (Stack Overflow), blog content (Dev.to), package registries (PyPI), and code hosting (GitLab). It does not cover GitHub, npm, crates.io, or any non-developer platforms.","host_overview":"scout.hugen.tokyo provides keyword search across six developer-focused content platforms: Hacker News, Lobste.rs, Stack Overflow/StackExchange, Dev.to, PyPI, and GitLab. Each skill returns structured metadata (titles, URLs, scores, authors, dates) for matching results. All skills are single-shot query endpoints — no streaming, no full-content retrieval, no write operations.","routing_guidance":"Use scout.hugen.tokyo when an agent needs keyword-based discovery or monitoring across HN, Lobste.rs, Stack Overflow, Dev.to, PyPI, or GitLab in a single host. It is well-suited for research tasks: topic landscape scans, dependency vetting, and community sentiment gathering. Do not use it for: fetching a specific item by ID (use the native platform APIs directly); retrieving full answer or article body text (only metadata is returned); GitHub repository search (use the GitHub Search API); npm, crates.io, or other non-PyPI package registries; real-time or streaming front-page feeds; security audits, CVE lookups, or dependency graph traversal; or any write, comment, or vote operations on any platform.","capability_clusters":[{"skill_names":["search-hacker-news","search-lobsters-posts"],"cluster_name":"Developer Link Aggregators","cluster_summary":"Searches curated tech link aggregators to surface community-ranked stories, discussions, and articles on a topic. Useful for gauging community interest and finding high-signal links."},{"skill_names":["search-stackoverflow-questions","search-devto-articles"],"cluster_name":"Q&A and Technical Articles","cluster_summary":"Retrieves question metadata from Stack Overflow/StackExchange and article metadata from Dev.to, covering both problem-solution Q&A and longer-form technical blog content."},{"skill_names":["search-pypi-packages","search-gitlab-projects"],"cluster_name":"Package and Project Discovery","cluster_summary":"Looks up Python packages on PyPI and public projects on GitLab, returning version, license, author, and repository metadata needed to evaluate or audit a dependency or tool."}],"cross_skill_workflows":[{"steps":[{"skill_name":"search-hacker-news","description":"Retrieve top HN stories and discussions for the topic to gauge community interest and find high-signal links."},{"skill_name":"search-lobsters-posts","description":"Retrieve Lobste.rs posts on the same topic to capture curated tech community perspective, which often differs from HN."},{"skill_name":"search-stackoverflow-questions","description":"Retrieve Stack Overflow questions to identify common problems and pain points practitioners encounter with the topic."},{"skill_name":"search-devto-articles","description":"Retrieve Dev.to articles to surface tutorial and explainer content written by practitioners."}],"when_to_use":"Use when an agent needs to build a broad picture of community discussion, articles, and Q&A around a specific technology or topic across multiple developer platforms.","workflow_name":"Topic Landscape Scan"},{"steps":[{"skill_name":"search-pypi-packages","description":"Resolve the package name to its PyPI entry, capturing latest version, license, author, and homepage URL."},{"skill_name":"search-stackoverflow-questions","description":"Search Stack Overflow for questions about the package to surface common usage problems and gotchas."},{"skill_name":"search-hacker-news","description":"Search HN for discussions about the package to find community sentiment, launch threads, or notable criticism."}],"when_to_use":"Use when an agent needs to evaluate a Python library — resolving its canonical package name, checking metadata, and then finding community discussion and known issues.","workflow_name":"Python Dependency Research"},{"steps":[{"skill_name":"search-gitlab-projects","description":"Find the project on GitLab and capture stars, forks, topics, last activity, and description."},{"skill_name":"search-stackoverflow-questions","description":"Search Stack Overflow for questions referencing the project to gauge adoption and surface integration issues."},{"skill_name":"search-devto-articles","description":"Search Dev.to for articles about the project to find tutorials or community write-ups."}],"when_to_use":"Use when an agent needs to discover a GitLab-hosted project and then assess community awareness or find usage guidance beyond the repository metadata.","workflow_name":"GitLab Project Evaluation"}]},"model":"claude-sonnet-4-6","version_no":6,"generated_at":"2026-05-20T02:16:43.891Z","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.hugen.tokyo/SKILL.md","skills_url":"https://x402gle.com/servers/scout.hugen.tokyo/skills.json"}