L1 feature coordinator - drives approved ROADMAP.md lanes through their required build/review/verification gates and owns the run-wide feature frontier.
L4 terminal leaf - GOAL-CHECK. Independent, adversarial, default-FAIL. Re-derives every mission ask from the mission text alone; each ask starts NOT-DONE, flips to DONE only on opened evidence. DONE only if zero open findings at ANY severity AND user-usable AND coverage >=95% AND a tri-axis end-to-end run (scope +…
The skills speak in terms of five canonical triage roles. This file maps those roles to the label strings that actually exist in this repo's issue tracker.
The architecture document MUST reflect the reality of the code, not just the desired target state. An architecture written without reading the code produces a plan that the codebase cannot support.
A planned agent for improving user questions before retrieval-augmented generation (RAG), a method that searches a knowledge base before generating an answer.
An overview of raytsystem's catalogue of extensions, including agents, skills, packs, instructions, and runtime adapters. It explains where these definitions come from and how their origin and permissions are checked.
A controlled set of eight typed video-processing tools for handling video, audio, transcripts, and frames. It uses fixed input and output contracts, local staging, provenance records, timeouts, file limits, and approval rules.
A helper agent that updates a work-plan document using the actual status of related work plans. A work plan is a project record of tasks, blockers, and progress.
Inline sub-agent that reviews one workshop file for accuracy against the latest gh-aw documentation and release notes, and returns a structured JSON verdict.
Research questions via web search when the answer is not available in the codebase or training data. Can look up current library documentation, API references, changelogs, best practices, and technical solutions.
Use this agent when a task involves implementing, modifying, or reviewing Rust code that requires language-specific expertise, including ownership and borrowing, lifetimes, traits and generics, async/concurrency correctness, error handling, performance optimization, Cargo workspace management, or unsafe code. Do not…
Use this agent when a task involves designing, implementing, debugging, or maintaining CI/CD pipelines for Rust projects on GitHub Actions, including multi-platform builds for Linux, macOS, and Windows, release workflows, artifact publishing, Homebrew packaging, and Linux distribution packages such as deb or rpm. Do…