GitHub
tag-based-search
Code tagging system using @FEAT, @COMP, @TYPE tags for easy discovery and navigation. Use when adding documentation tags or searching for related code across the codebase.
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research knowledge base AI Skills
Discover research knowledge base skills, compare source repositories and read the instructions for each workflow.
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GitHub
debugging-systematic
Expert systematic debugging through root cause analysis. Reflects on 5-7 possible sources, distills to 1-2 most likely causes, adds strategic logging to validate assumptions, and confirms diagnosis before fixin...
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GitHub
cookmode-v2-source-of-truth
Documents and explains the CookMode V2 codebase as it exists. Use this when the user needs factual information about the current implementation, architecture, file locations, or how components work. DOES NOT su...
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GitHub
diagnose-backup-issues
Comprehensive diagnostic tool for troubleshooting OADP/Velero backup and restore problems with automated checks and recommendations.
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GitHub
xbuilder-knowledge
Knowledge base for XBuilder platform, including spx game engine APIs, XGo language syntax, AI interaction features, and game development guidelines. Use this skill when working with XBuilder projects, spx games...
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GitHub
training-content-creator
This skill should be used when generating actual training content including learner workbooks, facilitator guides, practice exercises, discussion questions, and activity descriptions based on learning framework...
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GitHub
tech-ecosystem-analyzer
This skill should be used when users request comprehensive analysis of technology ecosystems, comparing multiple libraries/frameworks/tools with quantitative metrics from GitHub and web research. Trigger words...
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GitHub
first-principle-thinking
Expert methodology for breaking down complex problems into fundamental truths and rebuilding solutions from the ground up. Use when users need breakthrough innovation (not incremental improvement), question ind...
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GitHub
ca-lobby-documentation-navigator
Navigate CA Lobby documentation structure quickly. Use when searching for CA Lobby docs, finding phase reports, locating master plan, or user says "find documentation". Provides instant access to project docume...
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GitHub
receiving-code-review
Handle code review feedback with technical rigor. Use this skill when receiving code review comments or feedback. Verify before implementing, ask before assuming, prioritize technical correctness over performat...
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GitHub
code-quality-review
Guide for reviewing code quality, identifying issues, and suggesting improvements. Use when asked to review code, check for best practices, or conduct code reviews.
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GitHub
section-detection
Detect clinical note sections (HPI, ROS, Assessment, Plan) using regex patterns and LLM topic segmentation. Generates ToC with accurate byte offsets.
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GitHub
quantum-research
Comprehensive research combining web search, quantum analysis, and persistent memory. Use when researching topics that need current information plus deep cognitive analysis.
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GitHub
linux-kernel-pro
Use when needing expert Linux kernel development assistance for device drivers, kernel modules, subsystems, and system programming. Triggers on "Linux kernel", "device driver", "kernel module", "kernel developm...
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GitHub
prompt-engineering
Use this skill when creating, optimizing, or improving prompts for large language models. Applies when users need help designing effective prompts, selecting appropriate prompting techniques, or troubleshooting...
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GitHub
draft-a-commit
Draft meaningful save messages that explain what changed and why it matters. Use when saving your work or explaining updates you've made.
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GitHub
specs-collector
Collects complete technical specifications from manufacturer sites, Amazon, and review sites with schema validation. Use when user asks to 'get specs', 'collect specifications', 'find technical details', 'produ...
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GitHub
web-research-documenter
This skill should be used when users request research on any topic that requires web search, source analysis, and structured documentation saved to a file. It provides a systematic workflow for gathering inform...
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GitHub
clerk
clerk expert with self-populating documentation
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GitHub
skillful-latex-creta-researcher
Mine AI research insights and generate professional LaTeX reports for creta.mx (Center for Research on Economics and Technology Applications). Triggers on "CRETA", "research insights", "LaTeX report", or econom...
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GitHub
learning-search-optimization
search-optimization for learning content management and knowledge systems.
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GitHub
tech-trend-researcher
This skill should be used when users request research on technical topics, technology trends, industry developments, or any subject requiring web search, source analysis, and structured documentation. It provid...
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GitHub
internet-light-orchestrator
Orchestrate lightweight parallel internet research (2-4 dimensions). Spawns light-research-researcher workers for each subtopic dimension, coordinates findings, synthesizes final reports. Use for standard resea...
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GitHub
research-reporter
This skill should be used when users request research on topics with compiled results saved to a file. It handles web searches, fetching authoritative sources, synthesizing information, and generating structure...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.