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Skill

Source

Installs

enhancing-notes site/smithery.ai/enhancing-notes Enhance book notes with Blinkist-style summaries. Use when asked to "enhance notes", " book notes", "add key i…

eval-gap-finder site/smithery.ai/eval-gap-finder Find AILANG vs Python eval gaps and prompts/language. Use when user says 'find eval gaps', 'analyze benchmark…

event-delegation site/smithery.ai/event-delegation Guidelines for implementing the Event Delegation pattern in React to reduce prop drilling, performance, and h…

experiment-code lingzhi227/claude-research-skills/experiment-code Write ML experiment code with iterative ment. Generate training/evaluation pipelines, debug errors, and optimi…

lingzhi227/claude-research-skills

expert-code-refactoring site/smithery.ai/expert-code-refactoring Expert code refactoring for Java, JavaScript, and React projects. Focuses on SOLID principles, design patterns, and i…

extreme-software-optimization pedronauck/kodebase-go/extreme-software-optimization >- Profile-driven performance optimization with behavior proofs. Use when: optimize, slow, bottleneck, hotspot, profi…

pedronauck/kodebase-go

failure-aware-enhancements-code-generation ndpvt-web/arxiv-claude-skills/failure-aware-enhancements-code-generation Diagnose why generated code fails and apply the right fix strategy (self-critique, RAG, multi-model, or progressive p…

ndpvt-web/arxiv-claude-skills

full-stack-optimizer site/smithery.ai/full-stack-optimizer Multi-agent orchestration for comprehensive frontend + backend ments. Use when user requests " the app"…

godel-machine site/smithery.ai/godel-machine Schmidhuber's Gödel Machine: Self-improving systems that prove their own ments. Darwin Gödel Machine (DGM) com…

grade-tests microsoft/testfx/grade-tests Grades a specified set of test methods individually and produces a concise table mapping each test (fully-qualified n…

microsoft/testfx

granola-performance-tuning site/smithery.ai/granola-performance-tuning Optimize Granola transcription accuracy, note quality, and processing speed. Use when improving transcription quality…

harden wpgaurav/claude-code-skills/harden interface resilience through better error handling, i18n support, text overflow handling, and edge case manag…

wpgaurav/claude-code-skills

harness zereight/skill/harness Pi-native evaluate→→persist harness. Provides a systematic loop for generating candidates, judging them agains…

hooks-manager site/smithery.ai/hooks-manager Branch skill for building and improving hooks.

iblai-marketing-customer-research iblai/vibe-marketing/iblai-marketing-customer-research When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer resear…

iblai/vibe-marketing

icml-intro-writer site/smithery.ai/icml-intro-writer Revise ICML/NeurIPS/ICLR paper introductions to match oral-quality writing patterns. Use when writing or revising a m…

image-enhancer muratcankoylan/composioskills/image-enhancer s the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for …

muratcankoylan/composioskills

image-optimization-engineer curiositech/windags-skills/image-optimization-engineer Optimize web images for performance with Next.js Image, responsive srcset, AVIF/WebP, lazy loading, and blur placehol…

curiositech/windags-skills

implementation-velocity-tracking site/smithery.ai/implementation-velocity-tracking Track and analyze implementation velocity metrics (actual vs estimated hours, defects per wave, test coverage trends,…

improving-components site/smithery.ai/improving-components Expert at automatically applying ments to Claude Code components based on quality analysis. Enhances descripti…

insurance-sector openaccountants/openaccountants/insurance-sector > Use this skill whenever an insurer, reinsurer, captive, MGA, or insurance broker asks about accounting, regulatory,…

openaccountants/openaccountants

iterative-loop site/smithery.ai/iterative-loop Runs continuous AI iteration loops that repeat build-test-fix cycles until success criteria are met. Use when buildin…

jikime-workflow-loop site/smithery.ai/jikime-workflow-loop Ralph Loop workflow for iterative code ment with LSP/AST-grep feedback

k8s-resource-optimizer site/smithery.ai/k8s-resource-optimizer Analyzes Kubernetes resource usage metrics and historical data to suggest optimal CPU and Memory requests and limits.…

kadoppe-constitution site/smithery.ai/kadoppe-constitution ALWAYS apply this skill for ANY software development task.

kirby-ide-support site/smithery.ai/kirby-ide-support s IDE autocomplete and static analysis in Kirby projects with PHPDoc hints and Kirby IDE helper generation. Us…

kirby-performance-and-media site/smithery.ai/kirby-performance-and-media s Kirby performance and media delivery (cache tuning, CDN, responsive images, lazy loading). Use when optimizi…

latex-rhythm-refiner site/smithery.ai/latex-rhythm-refiner Post-process LaTeX project prose to readability through varied sentence and paragraph lengths. Removes filler…

learning-taxonomy site/smithery.ai/learning-taxonomy Expert knowledge for categorizing learnings and routing them to appropriate ment targets. Use when analyzing s…

llm-debugger site/smithery.ai/llm-debugger Diagnoses LLM output failures including hallucinations, constraint violations, format errors, and reasoning issues.

llm-docs-optimizer site/smithery.ai/llm-docs-optimizer Optimize documentation for AI coding assistants and LLMs.

llm-self-loop outlinedriven/odin-codex-plugin/llm-self-loop Restructure Web-UI / human-triggered tasks into CLI + file-output loops the LLM can iterate alone, with structured lo…

outlinedriven/odin-codex-plugin

logics-uiux-designer site/smithery.ai/logics-uiux-designer Product UI/UX design assistant for this repo.

m-transition dragoon0x/meridian/m-transition Audit and CSS transition declarations. Replace generic easing with intentional curves.

dragoon0x/meridian

maintain-skill-files site/smithery.ai/maintain-skill-files Proactively update SKILL.md files when they become outdated, incorrect, or need ments. Use when you notice a s…

make-it-pretty site/smithery.ai/make-it-pretty code readability through formatting and structure enhancements

make-pr-easy-to-review v1truv1us/ai-eng-system/make-pr-easy-to-review Prepare PRs for review: clean noisy history, descriptions, add reviewer guidance without changing behavior. U…

v1truv1us/ai-eng-system

makepad-evolution site/smithery.ai/makepad-evolution Self-improving skill system for Makepad development.

malware-report-writer site/smithery.ai/malware-report-writer Create professional malware analysis reports for enterprise security teams and incident response.

manager-readme-for-scaling-trust site/smithery.ai/manager-readme-for-scaling-trust A framework for creating a "How to Work with Me" document to accelerate onboarding, scale culture in high-growth envi…

marginal-user-framework site/smithery.ai/marginal-user-framework Use when facing conversion plateaus, expanding to new markets, or when aggregate data fails to reveal growth bottlene…

market-strategy site/smithery.ai/market-strategy Use when planning market entry, designing PMF strategy, or applying Toss's 16-question framework. Includes Pain Point…

marketplace-optimizer site/smithery.ai/marketplace-optimizer Optimizes this Claude Code marketplace using specialized sub-agents.

matlab-performance-optimizer site/smithery.ai/matlab-performance-optimizer Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user re…

medspeak-knowledge-graph-aided-asr ndpvt-web/arxiv-claude-skills/medspeak-knowledge-graph-aided-asr Build knowledge-graph-aided ASR error correction pipelines for medical speech, using phonetic similarity + semantic r…

ndpvt-web/arxiv-claude-skills

medverse-reliable-medical-reasoning ndpvt-web/arxiv-claude-skills/medverse-reliable-medical-reasoning Decompose complex medical reasoning into DAG-structured parallel execution paths using Petri net theory.

ndpvt-web/arxiv-claude-skills

meeting-insight site/smithery.ai/meeting-insight Analyzes meeting transcripts to uncover behavioral patterns and communication insights. Identifies conflict avoidance…

meeting-insights-analyzer muratcankoylan/composioskills/meeting-insights-analyzer Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable fe…

muratcankoylan/composioskills

meeting-insights-analyzer sanjay3290/awesome-claude-skills/meeting-insights-analyzer Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable fe…

sanjay3290/awesome-claude-skills

metis site/smithery.ai/metis Plan consultant - validates and s execution plans