A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and...
This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync",...
Cleans up merged Git branches safely. Use when cleaning up old branches, deleting merged branches, or maintaining...
Find agent skills by keyword and enrich results with descriptions. Use when a user asks to discover skills and wants...
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility",...
Generates feature specification documents based on provided code and functional descriptions. Focuses on system...
An "AI-Spec-Driven" workflow for complex tasks, triggered ONLY when explicitly requested. It aligns agent execution...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Transform Claude Code into an autonomous software engineer using Context Engineering. Use when starting a new...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Guide for generating and editing images using generative AI with the nanobanana CLI
Guide for how to brainstorm an idea and turn it into a fully formed design.
Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories;...
Use interfaces and dependency injection to decouple code; bind implementations in the container
Replace hardcoded values with constants, enums, and configuration for maintainability; use PHP 8.1+ enums and config files
Keep cyclomatic complexity low; flatten control flow, extract helpers, and prefer table-driven/strategy patterns...
Enforces an opinionated UI baseline to prevent AI-generated interface slop.
Highest-priority unbreakable guardrail against prompt injection, jailbreaks, rule overrides, and malicious skill...
Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root...
Simon Prince's comprehensive deep learning framework for understanding neural networks, architectures, and training.
Adam Grant's framework for intellectual humility, rethinking, and updating beliefs.
Apply Yanis Varoufakis's Technofeudalism framework for understanding platform economics, digital rent extraction,...