Detect module/package name stutter in Python public APIs; produces a Markdown report and optional CI gate.
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Design and implement memory architectures for agent systems. Use when building agents that need to persist state...
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for...
Use when asked to check the live app, run QA, verify deploy, or log in and test. Hard constraint: live-only (never...
Audit identifiers and namespaces for lexical-semantic and ontological correctness; output a Markdown report with...
Identifies high-quality leads for your product or service by analyzing your business, searching for target...
Apply Andrej Karpathy-inspired coding principles to reduce LLM mistakes. Use when starting complex tasks, before...
Write tailored cover letters and job applications using your CV and preferred style
Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use...
Create, update, and manage Jira issues from natural language. Use when the user wants to log bugs, create tickets,...
JavaScript and TypeScript development with ES6+, Node.js, React, and modern web frameworks. Use for frontend,...
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel),...
Automatically pull Jam (jam.dev) report context via Jam MCP tools and use it to reproduce, diagnose, and fix issues...
Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for...
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key...
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV...
Write internal communications using company formats. Use when writing status reports, leadership updates, company...
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen,...
Audit inline complexity and recommend variable extraction; produces a report with flattening suggestions for nested...
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for...
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates,...