drvoss

Use when creating or validating a Git branch name so the branch follows a conventional type/description format, matches the work being…

Use when you need to understand, review, or curate GitHub Copilot's repository-level memory — the persistent facts Copilot reuses across…

Use when AI inference costs are growing unexpectedly, when comparing model choices by cost/quality ratio, or when optimizing token usage…

Use when you need to recover context, decisions, or artifacts across multiple Copilot CLI sessions — search prior session history and…

Use when a release has been deployed to a limited audience and must be observed before full rollout — defines success signals, watch…

Use when a feature, module, or whole project needs missing documentation created from scratch - read the codebase, map the public surface…

Use when designing or decomposing a task for agent execution — applies 15-minute task units, eval-first loops, and explicit input/output…

Use when defining a public API, CLI, webhook, or SDK surface — lock the contract first so compatibility, validation, and versioning stay…

Use when source code has changed and API docs are stale, or a new endpoint lacks documentation — generates accurate docs from…

Use when reviewing code changes for quality, correctness, and security — runs a structured checklist with severity-rated findings

Use when a user asks for a code tour, onboarding walkthrough, architecture tour, or PR tour — creates persona-targeted, step-by-step…

Use when you need a content plan to grow organic traffic for a product or new area — produces keyword research, topic clusters, and a…