GitHub
ai-rag
Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search s...
☆ 31View skill
Data & AI AI Skills
Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Categories: Data & AI
Data & AI Clear filters
Browse skills
GitHub
claude-code-agents
Create and configure Claude Code agents with YAML frontmatter, tool selection, model specification, and naming conventions. Reference for building specialized AI subagents that handle complex, multi-step tasks.
☆ 31View skill
GitHub
docs-ai-prd
Write PRDs, specs, and project context optimized for coding assistants (Claude Code, Cursor, Copilot, Custom GPTs). Includes CLAUDE.md generation, session planning, and templates for creating documentation that...
☆ 31View skill
GitHub
startup-trend-prediction
Analyze 2-3 year historical trends in technology, market, and business models to predict 1-2 years ahead. Uses pattern recognition, adoption curves, and cycle analysis to identify timing windows and emerging op...
☆ 31View skill
GitHub
document-pdf
Extract text and tables from PDFs, create formatted PDFs, merge/split documents, handle forms and annotations. Supports pdf-lib, pdfkit, PyPDF2, pdfplumber, and ReportLab for comprehensive PDF workflows in Node...
☆ 31View skill
GitHub
claude-code-skills
Comprehensive reference for creating Claude Code skills with progressive disclosure, SKILL.md structure, references/ organization, frontmatter specification, and best practices for modular capability developmen...
☆ 31View skill
GitHub
marketing-leads-generation
Use when building or fixing B2B pipeline. Revenue-aligned demand generation with lead types, funnel design, conversion paths, scoring/routing, attribution, ABS motions, and compliance.
☆ 31View skill
GitHub
ai-agents
Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, observability, token economics, ROI frameworks, and build-vs-not decision guidance (modern be...
☆ 31View skill
GitHub
claude-code-project-memory
Configure CLAUDE.md project memory files for persistent context, coding standards, architecture decisions, and team conventions. Reference for the 4-tier memory hierarchy, cross-platform AGENTS.md compatibility...
☆ 31View skill
GitHub
device-testing
Interact with iOS simulators and verify app behavior using xcobra
☆ 31View skill
GitHub
healthkit-cli
Seed and verify HealthKit data in running Expo apps using the apple-health CLI
☆ 31View skill
GitHub
expo-modules
Building great Expo native modules for iOS and Android. Views, APIs, Marshalling, Shared Objects, Expo Documentation, Verifying Expo modules.
☆ 31View skill
GitHub
expo-devtools-cli
Building Expo DevTools Plugins with CLI Interfaces for interacting with running Expo apps using agents.
☆ 31View skill
GitHub
ontological-documentation
This skill should be used when creating comprehensive ontological documentation for software systems, including extracting domain concepts, modeling semantic relationships, and generating visual representations...
☆ 31View skill
GitHub
context-compression
Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-...
☆ 31View skill
GitHub
tool-design
Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating, optimizing, or reducing agent tool sets.
☆ 31View skill
GitHub
book-sft-pipeline
End-to-end system for creating supervised fine-tuning datasets from books and training style-transfer models. Covers text extraction, intelligent segmentation, synthetic instruction generation, Tinker-compatibl...
☆ 31View skill
GitHub
project-development
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.
☆ 31View skill
GitHub
ai-image
Generate AI images using OpenAI's gpt-image-1 model with customizable aspect ratios and artistic themes. Use when the user wants to create images, generate artwork, or mentions image generation with specific st...
☆ 31View skill
GitHub
codex-code-review
Perform comprehensive code reviews using OpenAI Codex CLI. This skill should be used when users request code reviews, want to analyze diffs/PRs, need security audits, performance analysis, or want automated cod...
☆ 31View skill
GitHub
cel-k8s
Write production-ready CEL (Common Expression Language) code for Kubernetes ValidatingAdmissionPolicies, CRD validation rules, and security policies. Use when users need to create admission policies, validate K...
☆ 31View skill
GitHub
surrealdb
Write production-ready SurrealDB queries and operations using SurrealQL. Use when users need to create schemas, write CRUD queries, model graph relationships, build authentication systems, optimize performance,...
☆ 31View skill
GitHub
chat-history
Extract and organize Claude Code session history into project .chats directory. Use when users want to document their Claude sessions, export conversation inputs, or maintain a log of instructions given to Clau...
☆ 31View skill
GitHub
design-guide
Extract comprehensive design language from websites including colors, typography, animations, interactive states, shadows, gradients, component patterns, and UX behaviors. Generates pixel-perfect design guides...
☆ 31View skill
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.