Generate Node/TypeScript scripts to build Glean enterprise search integrations: index custom datasources with permissions, implement client API queries and AI chat, deploy connectors via Cloud Run/Lambda or GitHub Actions, optimize costs/performance, set up monitoring/alerts, manage RBAC/security, migrate from Elasticsearch, and debug/troubleshoot API errors and incidents.
npx claudepluginhub jeremylongshore/claude-code-plugins-plus-skills --plugin glean-packExecute Glean primary workflow: search, chat, and AI-powered answers across enterprise data. Use when building search integrations, implementing Glean chat, or creating AI assistants. Trigger: "glean search API", "glean chat", "glean AI answers", "enterprise search".
Execute Glean secondary workflow: bulk document indexing, custom datasource connectors, and content lifecycle management via the Indexing API. Trigger: "glean bulk index", "glean custom connector", "glean datasource", "glean indexing".
Optimize Glean costs by managing indexed content volume, datasource efficiency, and connector resource usage. Trigger: "glean costs", "glean optimization", "reduce glean indexing".
CI/CD for Glean connectors with automated indexing tests and search quality validation. Trigger: "glean CI", "glean GitHub Actions", "glean connector CI/CD".
Diagnose and fix common Glean API errors including indexing failures, search issues, and permission problems. Trigger: "glean error", "glean not indexing", "glean search empty", "debug glean".
PII filtering: strip emails, phone numbers, SSNs from document body before indexing. Trigger: "glean data handling", "data-handling".
Collect Glean diagnostic information for support including datasource config, indexing status, and search quality metrics. Trigger: "glean debug", "glean support", "glean diagnostic".
Deploy Glean custom connectors as scheduled jobs on Cloud Run, Lambda, or Fly.io. Trigger: "deploy glean connector", "glean connector hosting", "schedule glean indexing".
Map AD/Okta groups to Glean document permissions using allowedGroups. Trigger: "glean enterprise rbac", "enterprise-rbac".
Index documents into Glean and search them back using the Indexing and Client APIs. Use when starting a new Glean custom connector, testing search quality, or learning the index/search pattern. Trigger: "glean hello world", "glean example", "glean index document", "glean search".
Triage: Is search returning results? Check Glean status page. Trigger: "glean incident runbook", "incident-runbook".
Install and configure Glean API authentication with indexing and client tokens. Use when setting up custom datasource indexing, configuring search API access, or initializing the Glean developer SDK for enterprise search. Trigger: "install glean", "setup glean", "glean auth", "glean API token".
Configure Glean local development with mock search responses, test datasources, and connector development workflow. Trigger: "glean dev setup", "glean local development", "glean connector development".
Migrate from Elasticsearch/Algolia: 1) Export all documents from source, 2) Transform to Glean document schema (id, title, url, body, permissions), 3) Create datasource with adddatasource, 4) Bulk index with bulkindexdocuments, 5) Validate search quality with test queries, 6) Switch search UI to use Glean Client API. Trigger: "glean migration deep dive", "migration-deep-dive".
Use separate datasource names per environment (wiki_staging vs wiki_prod). Trigger: "glean multi env setup", "multi-env-setup".
Track: documents indexed per run (total + new + updated + deleted), indexing errors and retries, search API latency, zero-result query rate, stale content age distribution. Trigger: "glean observability", "observability".
Optimize Glean search relevance and indexing throughput with batch sizing, datasource configuration, and content quality improvements. Trigger: "glean performance", "glean search quality", "glean indexing speed".
Pre-launch: All datasources indexed and searchable. Trigger: "glean prod checklist", "prod-checklist".
Glean Indexing API: ~100 requests/min per token. Trigger: "glean rate limits", "rate-limits".
Enterprise architecture: Source Systems -> Connectors (Cloud Run/Lambda, event-driven or scheduled) -> Glean Indexing API -> Glean Search Index -> Client API (Search + Chat) -> Your Apps (Slack bot, portal, internal tools). Trigger: "glean reference architecture", "reference-architecture".
Apply production-ready Glean API patterns with typed clients, batch indexing, pagination, and error handling. Trigger: "glean SDK patterns", "glean best practices", "glean API client".
Token security: Indexing tokens have write access -- never expose in frontend. Trigger: "glean security basics", "security-basics".
Check Glean developer changelog for API changes. Trigger: "glean upgrade migration", "upgrade-migration".
Implement event-driven Glean indexing triggered by source system webhooks from GitHub, Confluence, Notion, and other content platforms. Trigger: "glean webhooks", "glean event indexing", "incremental glean index".
Share bugs, ideas, or general feedback.
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