drvoss

Use when you've shipped a feature, fix, or breaking change and need to update CHANGELOG.md — follows Keep a Changelog format and syncs…

Use when designing or reviewing an AI agent system that needs policy-based access controls, intent classification, tool-level rate…

Use when auditing an AI agent system against the OWASP Agentic Security Initiative Top 10 — checks tool access, prompt boundaries, memory…

Use when auditing an AI agent plugin, skill bundle, or MCP tool package for supply chain integrity — generate deterministic SHA-256…

Use when you want your product to surface in AI-generated answers (ChatGPT, Perplexity, Gemini) — creates llms.txt, optimizes structured…

Documents significant, hard-to-reverse technical choices and trade-offs using structured Architecture Decision Records (ADRs).

Use when you're ready to let Copilot execute a multi-step plan autonomously — configures appropriate guardrails, handles plan-to-autopilot…

Use when a task is too long to block the current session or should run autonomously — delegates to a cloud background agent via & or…

Use when verifying frontend behavior at runtime — DOM validation, network inspection, performance profiling with browser DevTools

Use when a C++ failure involves memory lifetime, undefined behavior, native crashes, or debugger-only state — debug with symbols…

Use when you're about to commit (especially with a mixed diff) to stage changes, split into atomic commits, and write Conventional Commit…

Invoke when starting a session (or resuming after a break) on a repo before making changes, to load live project context (structure…