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Claude Skills by tools-only
github.com/tools-only19,166 skills18 installs6,168 views
- 1498 Implementation B16edf7fSpecify the machine learning task and constraints: 1. Identify problem type (binary/multi-class classification, regression, etc.) 2. Define evaluation metrics (accuracy, F1, RMSE, etc.) 3. Set time and resource budgets for AutoML search 4. Specify feature types and preprocessing needs 5. Determine model interpretability requirements Set up data access and preprocessing: 1. Load training data using Read tool 2. Perform initial data quality assessment 3. Configure train/validation/test split st...Votes: 0GitHub stars: 9
- 150 Parameter 8894ffa9Comprehensive parameter reference for all gget modules.Votes: 0GitHub stars: 9
- 151 Status 779cd6f2**Status**: Partially Implemented **Date**: 2024-12-29 **Updated**: 2026-01-10Votes: 0GitHub stars: 9
- 1511 Ray Cebf0338| Field | Value | | ------------- | ------------------------------------------------------------------ | | Research Date | 2026-02-05 | | Primary URL | <https://docs.ray.io/en/latest/> | | GitHub | <https://github.com/ray-project/ray> | | PyPI | <https://pypi.org/project/ray/> ...Votes: 0GitHub stars: 9
- 1518 Cost Estimateinstructions 000e6740Standards for Azure cost estimate documentation with architecture and business contextVotes: 0GitHub stars: 9
- 1518 Cost Estimateinstructions 0b45d0d2Standards for Azure cost estimate documentation with architecture and business contextVotes: 0GitHub stars: 9
- 1518 Cost Estimateinstructions C34071bfStandards for Azure cost estimate documentation with architecture and business contextVotes: 0GitHub stars: 9
- 152 Pathml C2f7d4eePathML provides specialized support for multiparametric imaging technologies that simultaneously measure multiple markers at single-cell resolution. These techniques include CODEX, Vectra multiplex immunofluorescence, MERFISH, and other spatial proteomics and transcriptomics platforms. PathML handles the unique data structures, processing requirements, and quantification workflows specific to each technology.Votes: 0GitHub stars: 9
- 1523 Respond Pr Feedback F5133897Respond to bot review comments on a PR after evaluation and fixesVotes: 0GitHub stars: 9
- 1524 Release F482b2cacreate a release PR (auto-detects previous tag)Votes: 0GitHub stars: 9
- 1525 Batch 44bb0c56This reference covers batch document processing using `convert_all()`, including error handling, concurrency patterns, and resource management.Votes: 0GitHub stars: 9
- 1526 Chunking 26b2d919This reference covers document chunking for RAG pipelines, including HierarchicalChunker and HybridChunker implementations.Votes: 0GitHub stars: 9
- 1527 Output 0ea774ddThis reference covers document export methods, output formats, and accessing document structure.Votes: 0GitHub stars: 9
- 1528 Viewport 419199fbReact Flow provides viewport control through the `useReactFlow()` hook, which exposes methods for programmatic navigation, zoom, and coordinate transformations.Votes: 0GitHub stars: 9
- 1529 Data Loading 7beb54b8**Problem**: Race conditions, loading states, unnecessary client-side fetching.Votes: 0GitHub stars: 9
- 153 Sql 65f5e0fb```sql -- Recommended: 70-80% of system RAM for dedicated MySQL server -- For 16GB RAM server: SET GLOBAL innodb_buffer_pool_size = 12884901888; -- 12GBVotes: 0GitHub stars: 9
- 1530 Operations D852818c- [Constructor Functions](#constructor-functions) - [Vector Metadata](#vector-metadata) - [Arithmetic Operations](#arithmetic-operations) - [Transformations](#transformations) - [Quantization](#quantization) - [Iteration](#iteration) - [Batch Operations](#batch-operations)Votes: 0GitHub stars: 9
- 1536 Effective Prompts Fc962d10**Purpose**: Learn how to use GitHub Copilot to generate professional documentation in minutes instead of hours. **Time Savings**: 90% reduction (20 hours → 2 hours) **Use Cases**: Architecture docs, runbooks, troubleshooting guides, API documentation ---Votes: 0GitHub stars: 9
- 154 Performance 20b66c2ePerformance optimization techniques for images, fonts, scripts, and bundles.Votes: 0GitHub stars: 9
- 1546 Bicep Planagent 152aa8f5Expert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.Votes: 0GitHub stars: 9
- 1547 Governance Discoveryinstructions 3a63b500MANDATORY Azure Policy discovery requirements for governance constraintsVotes: 0GitHub stars: 9
- 1547 Governance Discoveryinstructions Ad140fa8MANDATORY Azure Policy discovery requirements for governance constraintsVotes: 0GitHub stars: 9
- 1547 Governance Discoveryinstructions Ceb0f6b9MANDATORY Azure Policy discovery requirements for governance constraintsVotes: 0GitHub stars: 9
- 1548 04 Governance Constraints 010f2da0> Generated by bicep-plan agent | 2024-12-17 This document captures the governance constraints and Azure Policy requirements that must be addressed in the Bicep implementation.Votes: 0GitHub stars: 9
- 1548 04 Governance Constraints 30a1d2a6   <details open> <summary><strong>📑 Governance Constraints</strong></summary> - [🔍 Discovery Source](#-discovery-source) - [📋 Azure Policy Compliance](#-azure-policy-compliance) - [🔄 Plan Adaptations Based on Policies](#-plan-adaptations-based-on-policies) ...Votes: 0GitHub stars: 9
- 1548 04 Governance Constraints D9ed2874> Generated by bicep-plan agent | 2024-12-17 This document captures the governance constraints and Azure Policy requirements that must be addressed in the Bicep implementation.Votes: 0GitHub stars: 9
- 1548 04 Governance Constraints F84335e2   <details open> <summary><strong>📑 Governance Contents</strong></summary> - [🔍 Discovery Source](#-discovery-source) - [📋 Azure Policy Compliance](#-azure-policy-compliance) - [🔄 Plan Adaptations Based on Policies](#-plan-adaptations-based-on-pol...Votes: 0GitHub stars: 9
- 1549 Bicep Whatif Subagentagent A6b1b385Bicep deployment preview subagent. Runs az deployment group what-if to preview changes before deployment. Analyzes policy violations, resource changes, and cost impact. Returns structured summary for parent agent review.Votes: 0GitHub stars: 9
- 155 Modern B30ea64dModern node-based material system for creating custom shaders visually.Votes: 0GitHub stars: 9
- 1550 Agents Overview 14bf7a06> **Version 3.7.8** | Complete reference for all agents in the Agentic InfraOps workflow This document provides a comprehensive overview of all agents in Agentic InfraOps, covering the complete 8-phase infrastructure development and operations workflow. Each agent is designed for a specific purpose in the lifecycle from requirements gathering through post-deployment diagnostics.Votes: 0GitHub stars: 9
- 1551 Business Process Flows 4abe0273Generate professional business process flow diagrams showing user actions, system steps, and outcomes.Votes: 0GitHub stars: 9
- 1551 Business Process Flows 4fedfcdbGenerate professional business process flow diagrams showing user actions, system steps, and outcomes.Votes: 0GitHub stars: 9
- 1552 Llms Install 69cd0ec2This guide helps AI agents like Cline, Cursor, and other MCP clients install and configure M4 for clinical data analysis.Votes: 0GitHub stars: 9
- 1552 Preventing Overlaps 2cb3b07dGuide for avoiding node and edge overlaps in Graphviz-based diagrams.Votes: 0GitHub stars: 9
- 1553 Custom Datasets F87d71f2M4 supports any PhysioNet dataset. This guide shows how to add your own.Votes: 0GitHub stars: 9
- 1553 Timeline Gantt Diagrams 2aaf6140Generate professional timeline, roadmap, and Gantt chart diagrams for project planning.Votes: 0GitHub stars: 9
- 1553 Timeline Gantt Diagrams A20db021Generate professional timeline, roadmap, and Gantt chart diagrams for project planning.Votes: 0GitHub stars: 9
- 1554 M4 Apps F04a8030M4 Apps bring interactivity to clinical research workflows. While traditional MCP tools return text responses, M4 Apps render interactive UIs directly within your AI client—enabling real-time exploration, visual feedback, and iterative refinement without switching applications.Votes: 0GitHub stars: 9
- 156 Document D83c8dddThis document covers biological ontology management in LaminDB through the Bionty plugin, including accessing, searching, and annotating data with standardized biological terms.Votes: 0GitHub stars: 9
- 1567 Analytics 2fff36edThe `mcpbr.analytics` package provides comprehensive statistical analysis, historical tracking, and comparison tools for benchmark results. All calculations use only the Python standard library -- no NumPy or SciPy required. ```python from mcpbr.analytics import ( ResultsDatabase, ComparisonEngine, RegressionDetector, ABTest, Leaderboard, MetricsRegistry, ) ``` ---Votes: 0GitHub stars: 9
- 157 Reference Dda2cbb5This reference covers all common Polars operations with comprehensive examples.Votes: 0GitHub stars: 9
- 1570 Gotchas 2b203a92**Cause:** Not enough traffic for Smart Placement to analyze **Solution:**Votes: 0GitHub stars: 9
- 1570 Gotchas 7580f049**Cause:** Bot Management didn't run (internal Cloudflare request, Worker routing to zone (Orange-to-Orange), or request handled before BM (Redirect Rules, etc.)) **Solution:** Check request flow and ensure Bot Management runs in request lifecycleVotes: 0GitHub stars: 9
- 1575 Jira Sprint Summary A0ac47f1Generate comprehensive sprint summaries by analyzing JIRA sprint data, including issue breakdown, progress metrics, and team performance insights.Votes: 0GitHub stars: 9
- 158 Use B15f9e3eUse when discovering and ranking opportunities tied to outcomes.Votes: 0GitHub stars: 9
- 1580 Figma Tools And Prompts B8d6b93aQuick reference for the Figma MCP toolset, when to use each tool, and prompt examples to steer output toward your stack.Votes: 0GitHub stars: 9
- 1581 Neo4j Import 176d0ef2Use these steps when persisting the ownership graph to Neo4j.Votes: 0GitHub stars: 9
- 1587 Writing Skills 7d8e6f3eNot everything needs to be a skill. Use this decision table:Votes: 0GitHub stars: 9
- 159 Reference Ab1c32c1This reference provides systematic methodologies for iteratively improving prompt performance through structured testing, measurement, and refinement processes.Votes: 0GitHub stars: 9
- 1591 Injection Patterns 730c9776Injection vulnerabilities occur when untrusted data is sent to an interpreter as part of a command or query. This includes SQL injection, NoSQL injection, command injection, and LDAP injection.Votes: 0GitHub stars: 9