Skills
18,283 skills, most installed first.
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neo4j-snowflake-graph-analytics-skillneo4j-contribRun Neo4j Graph Analytics algorithms (PageRank, Louvain, WCC, Dijkstra, KNN, Node2Vec, FastRP, GraphSAGE) directly inside Snowflake without moving data. Use when running graph algorithms against Snowflake tables via the Neo4j Snowflake Native App ("GDS Snowflake", "graph algorithms in Snowflake", "Neo4j Graph Analytics"). Covers the explore → prepare projection views → project-compute-write flow, the strict view/column type rules the graph engine requires, exact SQL CALL syntax, and privilege seneo4j-spark-skillneo4j-contribUse when reading from or writing to Neo4j with Apache Spark or Databricks using the Neo4j Connector for Apache Spark 6.0 (org.neo4j.connectors:spark) or 5.x (org.neo4j:neo4j-connector-apache-spark). Covers SparkSession setup, DataFrame reads via labels/Cypher/relationship scan, DataFrame writes with SaveMode, node.keys for MERGE, relationship write mapping, partition and batch tuning, PySpark and Scala examples, Databricks cluster config, Databricks secrets for credentials, Delta Lake to Neo4j pneo4j-vector-index-skillneo4j-contribCreate and manage Neo4j vector indexes, run vector similarity search (ANN/kNN), store embeddings on nodes or relationships, use SEARCH clause (Neo4j 2026.01+, preferred) or db.index.vector.queryNodes() procedure (deprecated 2026.04, still works on 2025.x), configure HNSW and quantization options, pick similarity function and embedding provider dimensions, and batch-update embeddings. Use when tasks involve CREATE VECTOR INDEX, vector.dimensions, cosine/euclidean search, embedding ingestion pipelactualizeneolabhqReconcile the project's FPF state with recent repository changesadd-taskneolabhqcreates draft task file in .specs/tasks/draft/ with original user intentagent-evaluationneolabhqEvaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.analyseneolabhqAuto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for targetanalyse-problemneolabhqComprehensive A3 one-page problem analysis with root cause and action plananalyze-issueneolabhqAnalyze a GitHub issue and create a detailed technical specificationapply-anthropic-skill-best-practicesneolabhqComprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structureattach-review-to-prneolabhqAdd line-specific review comments to pull requests using GitHub CLI APIbuild-mcpneolabhqGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).cause-and-effectneolabhqSystematic Fishbone analysis exploring problem causes across six categoriescommitneolabhqCreate well-formatted commits with conventional commit messages and emojicreate-agentneolabhqComprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patternscreate-commandneolabhqInteractive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integrationcreate-hookneolabhqCreate and configure git hooks with intelligent project analysis, suggestions, and automated testingcreate-ideasneolabhqGenerate ideas in one shot using creative samplingcreate-prneolabhqCreate pull requests using GitHub CLI with proper templates and formattingcreate-ruleneolabhqUse when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say "You absolutly right, I should have done it differently." -> need create rule for this issue so it not appears again.create-skillneolabhqGuide for creating effective skills. This command should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalizationcreate-workflow-commandneolabhqCreate a workflow command that orchestrates multi-step execution through sub-agents with file-based task promptsdecayneolabhqManage evidence freshness by identifying stale decisions and providing governance actionsdesign-testing-strategyneolabhqUse before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.do-and-judgeneolabhqExecute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loopdo-competitivelyneolabhqExecute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesisdo-in-parallelneolabhqRun independent tasks concurrently across multiple files or targets using parallel sub-agents, with per-task model selection and LLM-as-a-judge verification. Use when tasks do not depend on each other and can run side by side.do-in-stepsneolabhqExecute one complex task as ordered, dependent steps run sequentially, passing context from each step to the next, with per-step LLM-as-a-judge verification. Use when later steps depend on the results of earlier ones.fix-testsneolabhqSystematically fix all failing tests after business logic changes or refactoringgit-notesneolabhqUse when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides git notes commands and patterns for attaching non-invasive metadata to Git objects.git-worktreesneolabhqUse when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and workflow patterns for parallel development with multiple working directories.implement-taskneolabhqImplement a task step by step with automated LLM-as-Judge verification at the end of each phasejudgeneolabhqLaunch a meta-judge then a judge sub-agent to evaluate results produced in the current conversationjudge-with-debateneolabhqEvaluate solutions through multi-round debate between independent judges until consensuskaizenneolabhqUse when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.launch-sub-agentneolabhqLaunch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verificationload-issuesneolabhqLoad all open issues from GitHub and save them as markdown filesload-pr-commentsneolabhqUse to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/*.md for parallel agents to fix.memorizeneolabhqCurates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineeringplan-do-check-actneolabhqIterative PDCA cycle for systematic experimentation and continuous improvementplan-taskneolabhqRefine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phasespropose-hypothesesneolabhqExecute complete FPF cycle from hypothesis generation to decisionqueryneolabhqSearch the FPF knowledge base and display hypothesis details with assurance informationresetneolabhqReset the FPF reasoning cycle to start freshresolve-fixed-pr-commentsneolabhqVerify what PR review comments have been addressed (committed/pushed OR uncommitted local changes) and resolve the threads that are genuinely fixed or no longer relevant.review-local-changesneolabhqReview your local uncommitted working-tree changes (git diff plus untracked files) and return actionable improvement suggestions. Use before committing, when nothing has been pushed yet.review-prneolabhqReview an existing GitHub pull request and post inline review comments on its diff. Use when the changes are on an opened PR rather than your local working tree.root-cause-tracingneolabhqUse when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behaviorsetup-arxiv-mcpneolabhqGuide for setup arXiv paper search MCP server using Docker MCPsetup-codemap-clineolabhqGuide for setup Codemap CLI for intelligent codebase visualization and navigation