AI Agent Skills

Knowledge base for finding cryptographic failures - weak hashing/encryption, insecure randomness, hardcoded/static keys and IVs, ECB mode, missing integrity, and predict…

Use the notebook knowledge base (the local SQLite RAG /agy:notebook builds from a folder of documents) to do precise, grounded, cited work — total amounts by category, f…

Entry point / dispatcher for the security-harness. Use when the user asks for any application-security work - 'security review', 'audit this codebase', 'pentest', 'find…

Use when a task depends on tech you don't actually know, an unfamiliar library, a fast-moving framework, a tricky API, an unfamiliar codebase: or whenever "I think it wo…

Theoretical foundations of Working, Semantic, and Episodic memory systems for autonomous agents.

Use a shadow knowledge base to understand any codebase. The .shadow/ directory mirrors the source tree with markdown files containing behavioral insights — know

Update the shadow knowledge base after code changes and from conversational insights. Detects what changed via git diff, refreshes per-file shadows, captures kn

Poison a RAG/knowledge-base pipeline so retrieved content hijacks the model (indirect prompt injection at scale) or exfiltrates data. Load when the app does retrieval ov…

Guides designing retrieval-augmented generation (RAG) pipelines: document chunking, embedding, indexing, retrieval, and grounding LLM output in retrieved content. Use wh…

SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot,…