36,898 skills sorted by stars.
Manage Qdrant vector databases; optimize HNSW indexing, payload filtering, hybrid dense-sparse search, and high-dimensio...
Qdrant vector database integration patterns with LangChain4j. Store embeddings, similarity search, and vector management...
Qdrant vector database: collections, points, payload filtering, indexing, quantization, snapshots, and Docker/Kubernetes...
Provides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity search, and...
Retrieves and inspects chunks from specific PDF documents in Qdrant vector database. Use when user wants to view, inspec...
Extracts all chunks with three-tier contextual embeddings from a specific PDF file in Qdrant vector database and saves t...
Explains hybrid search in Qdrant. Use when someone asks 'how do I setup hybrid search?', 'how to combine keyword and sem...
Getting a first Qdrant Managed Cloud cluster running and connected safely: Free, Standard, and Premium tiers, choices th...
Manage Qdrant Cloud collections, including vectorization of textbook chapters and metadata tagging for RAG retrieval. Ag...
Guides use of the Qdrant Migration Tool CLI to move vectors, metadata, and sparse embeddings from another vector databas...
Surgically reloads a single PDF to Qdrant by deleting old chunks and re-uploading with fixes. Use when user wants to rel...
This skill provides guidance for implementing robust Qdrant vector database integration with RAG (Retrieval Augmented Ge...
Use when working with Qdrant vector database for semantic search and RAG. Covers collection setup, embedding generation,...
Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrie...
Guidance for setting up QEMU virtual machines with Alpine Linux and SSH access. This skill should be used when tasks inv...
Guidance for starting and configuring QEMU virtual machines with proper serial console access. This skill should be used...
Qiita 記事作成時にコミュニティガイドラインと記事品質要件を参照。記事執筆、レビュー、公開準備時に自動適用。
Qiita CLI操作とワークフローの共通知識。記事作成、公開状態変更、プレビュー時に参照。
Kit de ferramentas abrangente de computação quântica para construir, otimizar e executar circuitos quânticos. Use quando...
Build and transpile Qiskit circuits, test local simulators and prepare authorized hardware workloads with Sampler/Estima...
QLTY During Development
Local hybrid search for markdown notes and docs. Use BEFORE reading files to save tokens - search first, read only what'...
Search and retrieve documents from local markdown knowledge bases using the qmd CLI (Quick Markdown Search). This skill...
Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving docume...
Fast local search for markdown files, notes, and docs using qmd CLI. Use instead of `find` for file discovery. Combines...
Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semant...
Design qPCR primers and TaqMan/molecular beacon probes using primer3-py. Configure probe Tm, primer-probe spacing, and h...
Use when implementing QR code scanning - provides complete patterns for camera-based scanning, classifying scanned conte...
Extract Question-Reasoning-Answer pairs from text. Use --context for domain-focused extraction. Validates answers are gr...
从文本、URL或数据生成二维码，支持自定义颜色、Logo和多种输出格式。
Mount a Tencent Cloud COS bucket into a TKE pod as a ReadWriteMany PVC via the cosfs CSI driver, so the app reads/writes...
Qt6 UI/UX patterns for desktop applications. Use for dialogs, panels, toolbars.
Generate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements,...
Mechanic wobbling duckoid robot that quacks and generates nonstandard musical scale compositions. Maximally cost-efficie...
Revisiona i test di un progetto o di un diff cercando test che danno falsa sicurezza, test fragili e duplicati, e propon...
Use when conducting customer discovery interviews, user research, surveys, focus groups, or observational research requi...
Code quality principles - guides judgment
Compile a recurring quality report that synthesizes defect trends, automation health, and recommendations.
Use when checking code quality, finding violations, detecting complexity issues, or running QC checks. Provides scripts...
Evaluate ENCODE experiment quality using standard metrics and audit flags. Use when the user asks about data quality, wa...
Use when deciding test strategy, struggling with code reviews, shipping without tests, or conflating verification with v...
Internal quality audit skill with planning, execution, findings documentation, and corrective action tracking
Captures quality metrics baseline (tests, coverage, type errors, linting) by running quality gates and storing results i...
⚠️ MANDATORY - Automatically invoked by safe-commit. Runs language-specific linting, formatting, static analysis, and ty...