Qdrant Memory Usage Optimization
QdrantOfficial
A guide to diagnosing and optimizing memory usage in Qdrant vector databases.
Trusted skills for AI agents from official vendors and established maintainers. Every skill is attributed to its author, scanned, and comes with install steps for your AI tool.
5813 skills
QdrantOfficial
A guide to diagnosing and optimizing memory usage in Qdrant vector databases.
QdrantOfficial
Diagnose and resolve performance bottlenecks in Qdrant vector database ingestion and indexing processes.
QdrantOfficial
A diagnostic workflow for troubleshooting Qdrant deployments using live, authoritative guidance from the official Qdrant skill registry.
QdrantOfficial
A diagnostic guide for selecting and implementing advanced search strategies in Qdrant to improve retrieval quality.
QdrantOfficial
A guide for configuring monitoring, health checks, alerting, and log centralization for Qdrant deployments.
QdrantOfficial
A guide to optimizing Qdrant query latency through configuration, memory management, and hardware selection.
QdrantOfficial
Best practices for implementing sliding time window data retention and rotation in Qdrant.
QdrantOfficial
Provides guidance on implementing and configuring hybrid search patterns within Qdrant.
QdrantOfficial
Best practices and architectural patterns for building applications with the embedded Qdrant Edge vector engine.
QdrantOfficial
A routing hub for accessing specialized Qdrant performance tuning guidance.
ClerkOfficial
Clerk Organizations for B2B and multi-tenant apps - org switching, roles and permissions, verified domains, and enterprise SSO. Use for team workspaces, RBAC, org-scoped routing, member management. Also load this when a project treats teams, workspaces, tenants, or companies as its customers - shared accounts, inviting teammates, per-seat pricing, per-company data isolation - even when the words "organization" or "B2B" are never used.
Better AuthOfficial
Configure rate limiting, manage auth secrets, set up CSRF protection, define trusted origins, secure sessions and cookies, encrypt OAuth tokens, track IP addresses, and implement audit logging for Better Auth. Use when users need to secure their auth setup, prevent brute force attacks, or harden a Better Auth deployment.
Better AuthOfficial
Configure TOTP authenticator apps, send OTP codes via email/SMS, manage backup codes, handle trusted devices, and implement 2FA sign-in flows using Better Auth's twoFactor plugin. Use when users need MFA, multi-factor authentication, authenticator setup, or login security with Better Auth.
Better AuthOfficial
Configure email verification, implement password reset flows, set password policies, and customise hashing algorithms for Better Auth email/password authentication. Use when users need to set up login, sign-in, sign-up, credential authentication, or password security with Better Auth.
Better AuthOfficial
Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to set up TypeScript authentication with email/password, OAuth, or plugin configuration.
Better AuthOfficial
Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers, and create auth UI pages. Use when users want to add login, sign-up, or authentication to a new or existing project with Better Auth.
Better AuthOfficial
Configure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.
PostHogOfficial
Resolves natural language references to PostHog experiment IDs for downstream agent actions.
PulumiOfficial
Essential best practices for writing, refactoring, and deploying robust Pulumi infrastructure programs.
ResendOfficial
Build and send HTML emails using React components with a component-based development approach.
ResendOfficial
Use when working with the Resend email API — sending transactional emails (single or batch), receiving inbound emails via webhooks, managing email templates, tracking delivery events, managing domains, contacts, broadcasts, webhooks, API keys, inboxes (threads, labels, drafts, replies), automations, events, viewing API request logs, checking account usage and quotas, or setting up the Resend SDK. Always use this skill when the user mentions Resend, even for simple tasks like "send an email with Resend" — the skill contains critical gotchas (idempotency keys, webhook verification, template variable syntax) that prevent common production issues.
ResendOfficial
Operate the Resend email platform directly from your terminal, scripts, or CI/CD pipelines.
ResendOfficial
A secure, event-driven framework for building AI agent inboxes that process inbound emails safely.
ResendOfficial
Comprehensive best practices for building, sending, and maintaining compliant, accessible, and reliable email systems.