pgvector-search
Production hybrid search with PGVector 0.7+ and BM25 using Reciprocal Rank Fusion, metadata filtering, and HNSW indexing for semantic retrieval
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Production hybrid search with PGVector 0.7+ and BM25 using Reciprocal Rank Fusion, metadata filtering, and HNSW indexing for semantic retrieval
Use this skill when designing REST, GraphQL, or gRPC APIs. Provides comprehensive API design patterns, versioning strategies, error handling conventions, authentication approaches, and OpenAPI/AsyncAPI template...
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and increm...
Playwright testing with autonomous test agents (planner, generator, healer) and visual regression testing
Tailwind CSS v4 best practices, CSS-first configuration and modern patterns. Use when writing styles, configuring themes or migrating from v3.
React 19 best practices, hooks, state management and data fetching. Use when writing components, hooks, managing state, handling async operations or reviewing React code.
Tauri v2 and Rust backend best practices, commands, state management, IPC and security patterns. Use when writing Rust backend code, creating commands or integrating with the frontend.
Use after implementing changes to run verification commands and ensure tests pass, code builds, and functionality works.
Use when creating implementation plans to research codebase patterns and gather context for planning.
Use when conducting codebase research to orchestrate specialized agents in parallel for comprehensive investigation.
Use BEFORE using the Task tool. Ensures you select the correct specialized subagent_type instead of generic agents.
Use when creating pull requests to write clear, structured PR descriptions that help reviewers understand changes.
ALWAYS check this skill before using grep, glob, Task tool, or doing any codebase exploration. Guides you to use specialized agents that are more efficient than basic tools.
Use when creating implementation plans to generate properly structured plans with phases, success criteria, and project references.
Query GCP Cloud Logging for errors, service logs, and request traces. Use when investigating GCP-hosted services.
Use during planning to discover and document available project commands (make targets, npm scripts, etc.) for success criteria.
ALWAYS check before using gcloud commands. Guide for GCP-related skills and tools.
Launch ephemeral debug container in running pod for interactive debugging. Use when you need to debug a pod without restarting it.
Use when writing tests to ensure they follow project conventions. References patterns from thoughts/notes/testing.md.
Query Kubernetes resources (pods, deployments, services, events). Use when checking cluster state and resource status.
Update Linear issues with debugging findings. Add comments, change status, update labels, set priority. Use after completing investigations.
Use BEFORE running grep or glob commands. Reminds you to use codebase-locator agent instead of basic file search tools.
ALWAYS check before using kubectl commands. Guide for Kubernetes-related skills.
Use when creating research or plan documents to gather git commit, branch, repository info.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.