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1. ▌
   Developer Guide 6 · tools-only bundle

   This guide covers everything you need to know to develop with the Aden Agent Framework.
   7 repo stars
2. ▌
   Developer Guide 7 · tools-only bundle

   This guide covers everything you need to know to develop with the Aden Agent Framework.
   7 repo stars
3. ▌
   Developer Guide 8 · tools-only bundle

   This guide covers everything you need to know to develop with the Aden Agent Framework.
   7 repo stars
4. ▌
   Developer Guide 9 · tools-only bundle

   This guide covers everything you need to know to develop with the Aden Agent Framework.
   7 repo stars
5. ▌
   Improve Doc 2 · tools-only bundle

   Analyze an existing markdown document, classify sections by Diataxis type, identify issues, and interactively refine each section.
   7 repo stars
6. ▌
   View Composition · tools-only bundle

   Keep view bodies under 10 composed elements. Extract subviews when bodies grow large.
   7 repo stars
7. ▌
   Environment Variables · tools-only bundle

   ElevenLabs provides premium text-to-speech and speech-to-text capabilities with high-quality voice generation, voice cloning, and emotional control.
   7 repo stars
8. ▌
   Draft Docs 2 · tools-only bundle

   Generate Reference or How-To documentation drafts to docs/drafts/ for review before publishing.
   7 repo stars
9. ▌
   Conversation Components · tools-only bundle

   Components for building chat-style interfaces with messages, attachments, and intelligent auto-scrolling.
   7 repo stars
10. ▌
    Prompt Input Components · tools-only bundle

    Advanced text input components with file attachments, drag-and-drop, speech input, and comprehensive state management.
    7 repo stars
11. ▌
    Effective Copilot Prompts For Azure Troubleshooting · tools-only bundle

    This guide provides proven prompting patterns for using GitHub Copilot to accelerate Azure troubleshooting. Each pattern includes context on when to use it, example prompts, and tips for best results.
    7 repo stars
12. ▌
    Clinvar Lookup Usage Guide · tools-only bundle

    Query ClinVar for variant pathogenicity classifications, review status, and disease associations using REST API or local VCF files.
    7 repo stars
13. ▌
    Clip Motif Analysis Usage Guide · tools-only bundle

    Find enriched sequence motifs at CLIP-seq binding sites to characterize RBP binding preferences.
    7 repo stars
14. ▌
    Quality Filtering Usage Guide · tools-only bundle

    Quality filtering removes low-quality bases and reads that could cause downstream issues. Sliding window trimming preserves high-quality data while removing degraded 3' ends common in Illumina sequencing.
    7 repo stars
15. ▌
    Epitope Prediction Usage Guide · tools-only bundle

    Predict B-cell and T-cell epitopes from protein sequences using IEDB tools for vaccine design and antibody development.
    7 repo stars
16. ▌
    Edna Metabarcoding Usage Guide · tools-only bundle

    Environmental DNA (eDNA) metabarcoding identifies species from trace DNA shed into water, soil, or air.
    7 repo stars
17. ▌
    Hla Typing Usage Guide · tools-only bundle

    Call HLA alleles from NGS data (WGS, WES, or RNA-seq) for transplant matching, neoantigen prediction, and pharmacogenomic screening.
    7 repo stars
18. ▌
    Nanopore Methylation Calling Usage Guide · tools-only bundle

    This guide covers detecting DNA methylation directly from Oxford Nanopore sequencing data.
    7 repo stars
19. ▌
    Amr Detection Usage Guide · tools-only bundle

    Identify antimicrobial resistance genes in bacterial genomes and metagenomes using curated databases like NCBI AMRFinderPlus, ResFinder, and CARD.
    7 repo stars
20. ▌
    Amr Surveillance Usage Guide · tools-only bundle

    Detect and track antimicrobial resistance genes using AMRFinderPlus for surveillance and clinical interpretation.
    7 repo stars
21. ▌
    Checklists And Discovery Questions · tools-only bundle

    Things MCP documentation doesn't tell you - context-dependent questions, trade-offs, and validation points.
    7 repo stars
22. ▌
    Copilot Prompt Files Guidelines · tools-only bundle

    Instructions for creating effective and maintainable prompt files that guide GitHub Copilot in delivering consistent, high-quality outcomes across any repository.
    7 repo stars
23. ▌
    Step 7 Design Document Static Web Application · tools-only bundle

    This document provides a comprehensive design overview of the static-webapp-test infrastructure deployed on Azure. It serves as the technical reference for operations, maintenance, and future enhancements.
    7 repo stars
24. ▌
    Azure Design Document Static Webapp Test · tools-only bundle

    This document provides a comprehensive design overview of the static-webapp-test infrastructure deployed on Azure. It serves as the technical reference for operations, maintenance, and future enhancements.
    7 repo stars
25. ▌
    Objection Handling Guide · tools-only bundle

    This guide provides evidence-based responses to common concerns about GitHub Copilot for IT Professionals. Each objection includes the underlying concern, a recommended response, and supporting evidence.
    7 repo stars
26. ▌
    Objection Handling Guide 2 · tools-only bundle

    This guide provides evidence-based responses to common concerns about GitHub Copilot for IT Professionals. Each objection includes the underlying concern, a recommended response, and supporting evidence.
    7 repo stars
27. ▌
    Uat Test Assistant · tools-only bundle

    You are a User Acceptance Testing specialist who guides users through creating and executing UAT tests for their Azure services.
    7 repo stars
28. ▌
    Bicep Code Agent · tools-only bundle

    Use as structural skeletons (replicate badges, TOC, navigation, attribution exactly).
    7 repo stars
29. ▌
    Bicep Code Agent 2 · tools-only bundle

    These skills are your single source of truth. Do NOT use hardcoded values.
    7 repo stars
30. ▌
    Bicep Code Agent 4 · tools-only bundle

    These skills are your single source of truth. Do NOT use hardcoded values.
    7 repo stars
31. ▌
    Scoring Rubrics · tools-only bundle

    Detailed rubrics for each of the 5 judging dimensions. Judges use these to assign consistent 1-5 scores.
    7 repo stars
32. ▌
    Effective Prompts For Documentation Generation · tools-only bundle

    ❌ Vague: "Generate documentation" ✅ Specific: "Generate a Markdown architecture document with Mermaid diagrams, resource inventory table, and cost analysis section"
    7 repo stars
33. ▌
    Volcano Plot Customization Usage Guide · tools-only bundle

    Volcano plots display statistical significance (-log10 p-value) vs effect size (log2 fold change) for differential expression or association results, with customizable thresholds and gene labels.
    7 repo stars
34. ▌
    Diversity Analysis Usage Guide · tools-only bundle

    Diversity analysis characterizes microbial community structure through alpha (within-sample) and beta (between-sample) diversity metrics using phyloseq and vegan.
    7 repo stars
35. ▌
    Periodicity Detection Usage Guide · tools-only bundle

    Discovers periodic signals of unknown period in time-series omics data. Uses Lomb-Scargle periodograms for irregularly sampled data, autocorrelation for fundamental period estimation, and wavelet time-frequency…
    7 repo stars
36. ▌
    Modern Structure Prediction · tools-only bundle

    Predict protein structures using state-of-the-art ML models including ESMFold, AlphaFold3, Chai-1, and Boltz-1.
    7 repo stars
37. ▌
    Etl Patterns Reference · tools-only bundle

    dlt (data load tool) handles schema inference, pagination, and loading automatically.
    7 repo stars
38. ▌
    Respond To Pr Feedback 4 · tools-only bundle

    Post replies to bot review comments after you've evaluated the feedback and made fixes.
    7 repo stars
39. ▌
    Step 7 Operations Runbook Static Web Application · tools-only bundle

    Deployments are automatic via GitHub Actions when code is pushed to main branch.
    7 repo stars
40. ▌
    Operations Runbook Static Webapp Test · tools-only bundle

    Deployments are automatic via GitHub Actions when code is pushed to main branch.
    7 repo stars
41. ▌
    Documentation And Script Updates Summary · tools-only bundle

    This document summarizes all the updates made to ensure users can easily use the Azure Pricing MCP Server.
    7 repo stars
42. ▌
    Tools Module · tools-only bundle

    Provides AI agent capabilities through a robust tool system with decorators and specialized implementations.
    7 repo stars
43. ▌
    UI Module Src Tunacode UI · tools-only bundle

    src/tunacode/ui/ - User interface layer for the TunaCode TUI application.
    7 repo stars
44. ▌
    Github Copilot Pilot Success Checklist · tools-only bundle

    Document what worked, what didn't, and recommendations for rollout
    7 repo stars
45. ▌
    Github Copilot Pilot Success Checklist 2 · tools-only bundle

    Document what worked, what didn't, and recommendations for rollout
    7 repo stars
46. ▌
    Github Copilot Pilot Success Checklist 3 · tools-only bundle

    Document what worked, what didn't, and recommendations for rollout
    7 repo stars
47. ▌
    Clinvar Clinical Significance Interpretation Guide · tools-only bundle

    ClinVar uses standardized terminology to describe the clinical significance of genetic variants.
    7 repo stars
48. ▌
    Context Optimization Reference · tools-only bundle

    This document provides detailed technical reference for context optimization techniques and strategies.
    7 repo stars
49. ▌
    Implementation Manager 3 · tools-only bundle

    A skill for querying and managing feature implementation task files. Provides programmatic access to task status for orchestrators coordinating multi-step feature implementations.
    7 repo stars
50. ▌
    Toml Python Integration · tools-only bundle

    Work with TOML configuration files using the tomlkit library, which preserves comments and formatting during read-modify-write cycles.
    7 repo stars
51. ▌
    Key Capabilities · tools-only bundle

    Hatchling is a modern, standards-compliant Python build backend that replaces legacy setuptools for package building.
    7 repo stars
52. ▌
    Claude Code Plugins System Complete Reference January 2026 · tools-only bundle

    Plugins extend Claude Code with skills, agents, hooks, MCP servers, and LSP servers. This reference provides complete technical specifications for creating and distributing plugins.
    7 repo stars
53. ▌
    MCP Server Development · tools-only bundle

    The model must defer to python3-development for general Python project structure.
    7 repo stars
54. ▌
    Claude Code Swarm Orchestration · tools-only bundle

    Master multi-agent orchestration using Claude Code's TeammateTool and Task system.
    7 repo stars
55. ▌
    Opinionated Python Development Skill · tools-only bundle

    Orchestration guide for Python development using specialized agents and modern Python 3.11-3.14 patterns.
    7 repo stars
56. ▌
    Opinionated Python Development Skill 2 · tools-only bundle

    Orchestration guide for Python development using specialized agents and modern Python 3.11-3.14 patterns.
    7 repo stars
57. ▌
    Commit Message Format · tools-only bundle

    The scope is a module, component, or directory name - never a description of the change itself.
    7 repo stars
58. ▌
    Embedded Debug Tools 2 · tools-only bundle

    Commands for flashing, debugging, and inspecting nRF52 and STM32 targets.
    7 repo stars
59. ▌
    MCP Server Development 2 · tools-only bundle

    SPECIALIZATION: FastMCP 3.x framework (Python, decorator-based, provider/transform architecture) FALLBACK: Generic Python SDK, TypeScript SDK also covered
    7 repo stars
60. ▌
    Commit Message Format 2 · tools-only bundle

    The scope is a module, component, or directory name - never a description of the change itself.
    7 repo stars
61. ▌
    Agent Skills Open Standard · tools-only bundle

    The Agent Skills format is an open standard for extending AI agent capabilities with specialized knowledge and workflows. Originally developed by Anthropic, adopted by 25+ agent products.
    7 repo stars
62. ▌
    Opinionated Python Development Skill 3 · tools-only bundle

    Orchestration guide for Python development using specialized agents and modern Python 3.11-3.14 patterns.
    7 repo stars
63. ▌
    Agent Skills Open Standard 2 · tools-only bundle

    The Agent Skills format is an open standard for extending AI agent capabilities with specialized knowledge and workflows. Originally developed by Anthropic, adopted by 25+ agent products.
    7 repo stars
64. ▌
    Conventional Commits 3 · tools-only bundle

    Compose commit messages following the Conventional Commits v1.0.0 specification for structured commit history, automated changelog generation, and semantic versioning.
    7 repo stars
65. ▌
    Opinionated Python Development Skill 4 · tools-only bundle

    Orchestration guide for Python development using specialized agents and modern Python 3.11-3.14 patterns.
    7 repo stars
66. ▌
    Custom Instructions File Guidelines · tools-only bundle

    Instructions for creating effective and maintainable custom instruction files that guide GitHub Copilot in generating domain-specific code and following project conventions.
    7 repo stars
67. ▌
    Gitlab Skill · tools-only bundle

    GitLab CI/CD pipeline configuration, GitLab Flavored Markdown documentation, gitlab-ci-local testing expertise. Covers .gitlab-ci.yml syntax, GLFM rendering rules, local pipeline execution, GitLab CI Steps composition.
    7 repo stars
68. ▌
    Gitlab Skill 2 · tools-only bundle

    GitLab CI/CD pipeline configuration, GitLab Flavored Markdown documentation, gitlab-ci-local testing expertise. Covers .gitlab-ci.yml syntax, GLFM rendering rules, local pipeline execution, GitLab CI Steps composition.
    7 repo stars
69. ▌
    Airflow Adapter Pattern · tools-only bundle

    Enables compatibility with both Airflow 2.x (/api/v1) and 3.x (/api/v2).
    7 repo stars
70. ▌
    Gitlab Skill 3 · tools-only bundle

    GitLab CI/CD pipeline configuration, GitLab Flavored Markdown documentation, gitlab-ci-local testing expertise. Covers .gitlab-ci.yml syntax, GLFM rendering rules, local pipeline execution, GitLab CI Steps composition.
    7 repo stars
71. ▌
    Refactoring Workflow · tools-only bundle

    Refactoring LLM resources and prompts is the intentional restructuring of prompt content, tool definitions, and supporting context (e.g., skills, instructions, examples, guardrails) to improve composability, clarity…
    7 repo stars
72. ▌
    Gitlab Skill 4 · tools-only bundle

    GitLab CI/CD pipeline configuration, GitLab Flavored Markdown documentation, gitlab-ci-local testing expertise. Covers .gitlab-ci.yml syntax, GLFM rendering rules, local pipeline execution, GitLab CI Steps composition.
    7 repo stars
73. ▌
    Tomcat Web XML Dasel Query Patterns · tools-only bundle

    Load this skill when querying a web.xml deployment descriptor — enumerating servlets, inspecting filter chains, listing listeners, extracting context parameters, or finding servlets by init-param value.
    7 repo stars
74. ▌
    Home Assistant With Zigbee2mqtt Docker Setup · tools-only bundle

    Deploy Home Assistant and Zigbee2MQTT in Docker containers for Zigbee device integration and testing.
    7 repo stars
75. ▌
    Configuring Local Deep Research With Environment Variables · tools-only bundle

    Note the double underscore (__) between the section and setting name.
    7 repo stars
76. ▌
    Configuring Local Deep Research With Environment Variables 2 · tools-only bundle

    Note the double underscore (__) between the section and setting name.
    7 repo stars
77. ▌
    Configuring Local Deep Research With Environment Variables 3 · tools-only bundle

    Note the double underscore (__) between the section and setting name.
    7 repo stars
78. ▌
    Configuring Local Deep Research With Environment Variables 4 · tools-only bundle

    Note the double underscore (__) between the section and setting name.
    7 repo stars
79. ▌
    Azure Cost Estimate Documentation Standards 2 · tools-only bundle

    Agents MUST start from the appropriate template and fill it in. Do not re-embed long templates in agent bodies.
    7 repo stars
80. ▌
    Azure Cost Estimate Documentation Standards 4 · tools-only bundle

    Agents MUST start from the appropriate template and fill it in. Do not re-embed long templates in agent bodies.
    7 repo stars
81. ▌
    Transaction And Account Errors · tools-only bundle

    Common errors when sending transactions and managing accounts on Algorand.
    7 repo stars
82. ▌
    Github Actions CI CD Best Practices · tools-only bundle

    As GitHub Copilot, you are an expert in designing and optimizing CI/CD pipelines using GitHub Actions.
    7 repo stars
83. ▌
    Step 2 Architecture Assessment Static Webapp Test · tools-only bundle

    A lightweight static web application with Azure SQL backend for internal workflow validation. Architecture optimized for cost while maintaining acceptable reliability for non-critical workloads.
    7 repo stars
84. ▌
    Step 2 Architecture Assessment Static Web Application · tools-only bundle

    A lightweight static web application with Azure SQL backend for internal workflow validation. Architecture optimized for cost while maintaining acceptable reliability for non-critical workloads.
    7 repo stars
85. ▌
    Audit Agent Lifecycle 2 · tools-only bundle

    Validates that agents can actually accomplish what they claim to do by examining the alignment between agent descriptions, prompt instructions, tool access, skill dependencies, and delegation patterns.
    7 repo stars
86. ▌
    Sam Stage 4 Task Decomposition · tools-only bundle

    You are the task decomposition agent for the SAM pipeline. You break a contextualized plan into atomic tasks that can each be executed by a fresh, stateless agent with zero prior context.
    7 repo stars
87. ▌
    Install Script · tools-only bundle

    Install or update the dasel v3 binary from GitHub Releases into user-space (~/.local/bin on Linux/WSL2/macOS, %LOCALAPPDATA%\Programs\dasel on Windows).
    7 repo stars
88. ▌
    Azure Cost Estimate Documentation Standards · tools-only bundle

    Agents MUST start from the appropriate template and fill it in. Do not re-embed long templates in agent bodies.
    7 repo stars
89. ▌
    Azure Cost Estimate Documentation Standards 3 · tools-only bundle

    Agents MUST start from the appropriate template and fill it in. Do not re-embed long templates in agent bodies.
    7 repo stars
90. ▌
    Azure Cost Estimate Documentation Standards 5 · tools-only bundle

    Agents MUST start from the appropriate template and fill it in. Do not re-embed long templates in agent bodies.
    7 repo stars
91. ▌
    CI CD And Infrastructure Documentation · tools-only bundle

    This document describes the continuous integration, security scanning, and development infrastructure used by the Local Deep Research project.
    7 repo stars
92. ▌
    CI CD And Infrastructure Documentation 2 · tools-only bundle

    This document describes the continuous integration, security scanning, and development infrastructure used by the Local Deep Research project.
    7 repo stars
93. ▌
    CI CD And Infrastructure Documentation 3 · tools-only bundle

    This document describes the continuous integration, security scanning, and development infrastructure used by the Local Deep Research project.
    7 repo stars
94. ▌
    CI CD And Infrastructure Documentation 4 · tools-only bundle

    This document describes the continuous integration, security scanning, and development infrastructure used by the Local Deep Research project.
    7 repo stars
95. ▌
    CI CD And Infrastructure Documentation 5 · tools-only bundle

    This document describes the continuous integration, security scanning, and development infrastructure used by the Local Deep Research project.
    7 repo stars
96. ▌
    Docker Compose Guide · tools-only bundle

    This guide covers Docker Compose setup for Local Deep Research. For the quickest start, see the Quick Start section below.
    7 repo stars
97. ▌
    Docker Compose Guide 2 · tools-only bundle

    This guide covers Docker Compose setup for Local Deep Research. For the quickest start, see the Quick Start section below.
    7 repo stars
98. ▌
    Azure Service Lifecycle Validation · tools-only bundle

    Azure Verified Modules are maintained by Microsoft and automatically exclude deprecated SKUs.
    7 repo stars
99. ▌
    Frontend Build System Guide · tools-only bundle

    Local Deep Research uses a modern frontend build system with npm for package management and Vite for bundling.
    7 repo stars
100. ▌
     Frontend Build System Guide 2 · tools-only bundle

     Local Deep Research uses a modern frontend build system with npm for package management and Vite for bundling.
     7 repo stars