Claude Skills 列表

Architecture and integration sketches for LLM applications, with explicit retrieval, tool, privacy and verification boundaries.

Secure LLM-powered applications with input validation, output controls, tenant isolation, and abuse prevention.

Design and implement conversational AI assistants with context management, integration boundaries, and validation.

You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.

Improve LLM prompts using task-specific evaluation, structured instructions, and regression checks.

Implement multi-layer LLM caching with exact match, semantic similarity, and provider-side prompt caching.

Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.

Run Fireworks-hosted open-weight model councils that compare responses and synthesize a final answer.

Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.

Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.

Database management, forms, reports, and data operations with LibreOffice Base.

Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.

Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw.

Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress.

Build and fix existing Laravel applications through root-cause diagnosis, repository-native implementation, regression coverage, and risk-based verification.

Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards...

Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.

Research a topic from the last 30 days on Reddit + X + Web, summarize evidence, and write copy-paste-ready prompts for the user's target tool.

This skill should be used when the user asks to convert an academic paper in LaTeX from one format (e.g., Springer, IPOL) to another format (e.g., MDPI, IEEE, Nature). It...

Bounded pre-launch audit of a live URL for AI-built apps: exposed secret keys, open Supabase/Firebase tables, security headers, phone layout, search and speed.