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eyadsibai skills

Find 113 skills from 1 repo created by eyadsibai on GitHub.

1 repo

113 skills

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using-git-worktrees

eyadsibai/ltk

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

experiment-tracking

eyadsibai/ltk

This skill helps you track ML experiments, metrics, and models across platforms like MLflow and W&B for better reproducibility and collaboration.

eyadsibai/ltk

This skill guides UI and UX decisions, helping you design usable interfaces with consistent layout, typography, and responsive patterns.

eyadsibai/ltk

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

eyadsibai/ltk

This skill helps you create, edit, and analyze PowerPoint presentations by manipulating slides, layouts, notes, and comments with Python-based workflows.

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market-sizing-analysis

eyadsibai/ltk

This skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity.

huggingface-tokenizers

eyadsibai/ltk

This skill helps you implement fast, flexible tokenization with HuggingFace tokenizers, training custom tokenizers, and integrating with downstream NLP

eyadsibai/ltk

This skill helps you deploy and run serverless GPU-powered ML workloads with autoscaling, scheduling, and pay-per-use compute.

eyadsibai/ltk

This skill speeds large CSV processing and ETL pipelines by leveraging Polars lazy evaluation, parallel execution, and expression-based queries.

eyadsibai/ltk

This skill helps you implement CQRS by separating read and write models and optimizing queries for scalable architectures.

architecture-review

eyadsibai/ltk

This skill analyzes Python project architecture, maps dependencies, detects circular imports, and evaluates design patterns to improve structure and quality.

eyadsibai/ltk

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

meeting-analysis

eyadsibai/ltk

This skill analyzes meeting transcripts to reveal communication patterns and provide actionable feedback for improvement.

product-management

eyadsibai/ltk

This skill helps product teams prioritize features, write PRDs, and plan roadmaps using RICE and discovery frameworks.

resume-generator

eyadsibai/ltk

This skill helps you tailor resumes to specific job descriptions, optimizing ATS compatibility and boosting interview chances.

agent-evaluation

eyadsibai/ltk

This skill helps you evaluate agent performance, design test sets, and apply multi-dimensional rubrics to improve quality and reliability.

verification-before-completion

eyadsibai/ltk

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

eyadsibai/ltk

This skill enables autonomous code generation and analysis using OpenAI Codex CLI to implement features, fix bugs, and refactor code.

langchain-agents

eyadsibai/ltk

This skill helps build and optimize LangChain agents and RAG pipelines, enabling tool use, memory, and retrieval across multiple providers.

eyadsibai/ltk

This skill helps you design and implement persistent memory systems for agents, enabling cross-session knowledge, entity tracking, and temporal queries.

plugin-development

eyadsibai/ltk

This skill helps you create Claude Code plugins and skills, guiding plugin structure, SKILL.md creation, and progressive disclosure practices.

eyadsibai/ltk

Use when you have a spec or requirements for a multi-step task, before touching code

eyadsibai/ltk

This skill helps you deploy ML models and manage MLOps pipelines, enabling reliable production systems, monitoring, and scalable feature stores.

eyadsibai/ltk

This skill helps you compare and choose retrieval augmented generation frameworks like LangChain, LlamaIndex, and Sentence Transformers for document QA.

content-research-writer

eyadsibai/ltk

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

eyadsibai/ltk

This skill enables rapid text generation, classification, and QA using HuggingFace transformers pipelines with automatic model loading from the hub.

eyadsibai/ltk

This skill helps you define and maintain a cohesive brand identity, including logo, color palette, typography, and brand voice.

eyadsibai/ltk

This skill automates browser tasks via a CLI, enabling AI agents to navigate, fill forms, capture snapshots, and scrape pages efficiently.

react-artifacts

eyadsibai/ltk

This skill helps you build and bundle React artifacts into a single HTML file using Tailwind and shadcn UI.

eyadsibai/ltk

This skill analyzes test coverage, identifies gaps, and suggests targeted tests to improve reliability and assurance across Python projects.

startup-metrics-framework

eyadsibai/ltk

This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking and optimizing business performance metrics.

subagent-driven-development

eyadsibai/ltk

Use when executing implementation plans with independent tasks in the current session

python-patterns

eyadsibai/ltk

This skill helps you write idiomatic modern Python by applying type hints, dataclasses, context managers, decorators, and async patterns.

domain-name-brainstormer

eyadsibai/ltk

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

eyadsibai/ltk

Use when creating new skills, editing existing skills, or verifying skills work before deployment

secrets-management

eyadsibai/ltk

This skill helps you implement secure secrets management across CI/CD using Vault, AWS Secrets Manager, and external tools to protect credentials.

security-scanning

eyadsibai/ltk

This skill performs comprehensive security scanning to detect secrets, vulnerabilities, and insecure patterns in codebases, producing actionable remediation

eyadsibai/ltk

This skill helps you automate end-to-end web application testing with Python Playwright, enabling reliable selectors, server management, and robust checks.

eyadsibai/ltk

This skill analyzes Python code for quality, enforcing style, measuring complexity, detecting dead code, and validating type hints to improve maintainability.

eyadsibai/ltk

This skill helps you understand React concepts, patterns, and best practices to build maintainable components and robust frontends.

receiving-code-review

eyadsibai/ltk

This skill helps you process code review feedback rigorously by verifying changes before implementing and communicating technical reasoning.

eyadsibai/ltk

This skill helps you perform geospatial data analysis with Python by using GeoPandas for reading, transforming, and visualizing spatial data.

changelog-generator

eyadsibai/ltk

This skill helps you generate polished changelogs and release notes from git history, translating commits into user-friendly entries for customers.

lead-research-assistant

eyadsibai/ltk

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

eyadsibai/ltk

This skill helps you quickly create clear, publication-quality visualizations in Python by guiding library choices and best practices across common chart types.

aws-architecture

eyadsibai/ltk

This skill helps you design scalable AWS architecture, optimize costs, and implement serverless patterns with infrastructure as code for reliable cloud apps.

competitive-ads-extractor

eyadsibai/ltk

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

file-organization

eyadsibai/ltk

This skill helps you organize files, clean folders, and detect duplicates to establish a clear, efficient directory structure.

image-enhancement

eyadsibai/ltk

This skill helps you enhance image quality for documentation and presentations by upscaling, sharpening, and optimizing photos.

eyadsibai/ltk

This skill helps identify and qualify potential leads by researching ICPs, target accounts, and outreach strategies to prioritize sales opportunities.

stripe-payments

eyadsibai/ltk

This skill helps you implement Stripe payments, subscriptions, and webhooks with secure flows and clear guidance for production-ready integration.

video-downloader

eyadsibai/ltk

This skill helps you download videos and extract audio with yt-dlp, offering quality, format, and output customization for offline viewing.

youtube-transcribe

eyadsibai/ltk

This skill extracts YouTube transcripts and subtitles using CLI, browser, or API, enabling quick text access for videos.

context-compression

eyadsibai/ltk

This skill helps you compress agent context using anchored iterative summarization to minimize tokens while preserving critical information across tasks.

context-degradation

eyadsibai/ltk

This skill helps diagnose context degradation in AI agents by identifying loss-in-middle, context poisoning, and distraction patterns to improve robustness.

eyadsibai/ltk

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

eyadsibai/ltk

This skill helps you design experiments, build predictive models, and perform causal analysis with Python-based data science tools.

product-strategy

eyadsibai/ltk

This skill helps you define product vision, set OKRs, analyze competition, and craft go-to-market plans for clear strategic execution.

eyadsibai/ltk

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

competitive-landscape

eyadsibai/ltk

This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.

distributed-tracing

eyadsibai/ltk

This skill helps you implement distributed tracing with Jaeger and OpenTelemetry, enabling end-to-end visibility, context propagation, and performance

saga-orchestration

eyadsibai/ltk

This skill helps you implement distributed transactions and long-running workflows using saga patterns with clear orchestration or choreography guidance.

eyadsibai/ltk

This skill helps you write effective pytest tests by explaining fixtures, parametrize, mocking, and coverage strategies.

executing-plans

eyadsibai/ltk

Use when you have a written implementation plan to execute in a separate session with review checkpoints

content-writing

eyadsibai/ltk

This skill helps you plan, research, write, and refine articles with structured outlines, citations, and feedback to improve content quality.

document-processing

eyadsibai/ltk

This skill helps you manage office documents by merging, converting, and extracting text across PDF, Word, Excel, and PowerPoint formats.

brand-guidelines

eyadsibai/ltk

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

invoice-organizer

eyadsibai/ltk

This skill automatically organizes invoices and receipts for tax prep and bookkeeping by extracting data, renaming files, and generating summaries.

literature-review

eyadsibai/ltk

This skill helps you conduct systematic literature reviews, synthesize findings, identify gaps, and build rigorous bibliographies across disciplines.

dispatching-parallel-agents

eyadsibai/ltk

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

test-driven-development

eyadsibai/ltk

Use when implementing any feature or bugfix, before writing implementation code

tech-stack-evaluation

eyadsibai/ltk

This skill helps you compare tech stacks, evaluate frameworks, and make informed technology decisions across frontend, backend, and cloud options.

finishing-a-development-branch

eyadsibai/ltk

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

systematic-debugging

eyadsibai/ltk

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

context-optimization

eyadsibai/ltk

This skill helps optimize agent context by applying compression, masking, caching, and partitioning to reduce tokens while preserving essential information.

eyadsibai/ltk

This skill helps you orchestrate teams of autonomous agents for collaborative, memory-enabled workflows with role-based tasks and observable outcomes.

eyadsibai/ltk

This skill helps you build modular AI systems with automatic prompt optimization using declarative prompts and multi stage pipelines.

multi-agent-patterns

eyadsibai/ltk

This skill helps design and reason about multi-agent systems using supervisor, swarm, and hierarchical patterns to improve coordination and context isolation.

eyadsibai/ltk

This skill helps you generate and edit images using Google Gemini API, with prompts, sizes, and models for quick visual results.

syncing-submodules

eyadsibai/ltk

This skill assists in syncing submodules and merging updates from plugin repos, ensuring uniqueness, quality, and semantic consistency.

eyadsibai/ltk

This skill helps you compare and optimize LLM inference engines for production, local, and edge deployments to maximize throughput and efficiency.

eyadsibai/ltk

This skill helps you optimize and finetune large language models using Accelerate, DeepSpeed, TRL, Unsloth, and related techniques for scalable training.

eyadsibai/ltk

This skill helps you analyze graphs and networks with NetworkX to compute centrality, shortest paths, communities, and visualize insights.

scientific-computing

eyadsibai/ltk

This skill helps you perform scientific computing tasks by leveraging AstroPy, BioPython, SymPy, and Statsmodels for precise calculations, data analysis, and

eyadsibai/ltk

This skill explains ML predictions with SHAP values, providing feature attribution, visualization, and debugging insights for interpretable models.

vector-databases

eyadsibai/ltk

This skill helps you choose and compare vector databases for embeddings, RAG retrieval, and semantic search across Chroma, FAISS, Qdrant, and Pinecone.

eyadsibai/ltk

This skill helps you implement accessible design following WCAG guidelines across components and interactions, improving usability for all users.

eyadsibai/ltk

This skill helps you design museum-quality posters and abstract visuals by guiding philosophy creation and canvas generation in PDF or PNG.

eyadsibai/ltk

This skill helps secure Kubernetes clusters by guiding network policies, RBAC, pod security standards, and policy enforcement for hardened deployments.

fastapi-testing

eyadsibai/ltk

This skill helps you test FastAPI applications effectively by guiding dependency overrides, test clients, and common test patterns.

eyadsibai/ltk

This skill guides safe Python refactoring by renaming, extracting methods, and splitting classes with tests and migration considerations.

eyadsibai/ltk

This skill guides your git workflows from commit messages to PRs and branching, improving consistency and traceability across projects.

planning-with-files

eyadsibai/ltk

This skill helps you kick off complex tasks with file-based planning, ensuring clear goals, phased progress, and persistent findings.

eyadsibai/ltk

This skill helps you scale pandas and NumPy workflows beyond memory by using Dask for parallel and distributed computing across cores and clusters.

multimodal-models

eyadsibai/ltk

This skill helps you orchestrate multimodal models for vision, audio, and text tasks, enabling zero-shot classification, transcription, and image generation.

eyadsibai/ltk

This skill helps you build and evaluate Bayesian models with PyMC, enabling uncertainty quantification, model comparison, and posterior analysis.

eyadsibai/ltk

This skill helps you create, configure, and deploy Helm charts for Kubernetes applications across environments.

mcp-development

eyadsibai/ltk

This skill helps you design and implement MCP server workflows for model context protocols, enabling reliable integration with external services.

data-engineering

eyadsibai/ltk

This skill helps you design and optimize data pipelines, warehouses, and ETL/ELT processes using modern data stack practices.

prompt-engineering

eyadsibai/ltk

This skill helps you optimize prompts, design RAG systems, and build effective agent workflows for reliable LLM outputs.