Use when building, debugging, reviewing, or documenting Flue agents, workflows, channels, skills, tools, sandboxes, targets, routing, persistence, observability, or CLI usage; routes coding agents to version-matched Flue documentation through the CLI.
Launch and promote a custom shadcn/ui registry end-to-end: validate registry.json, prepare the official shadcn-ui/ui directory PR, community directory PRs (registry.directory, shadcntemplates, birobirobiro/awesome-shadcn-ui, bytefer/awesome-shadcn-ui), and draft social posts for Reddit r/shadcn, X, Dev.to, and Hacker…
Migrate Mastra code-based agents (agents built with new Agent(...) and registered in a Mastra({ agents }) map) to the file-based convention: one directory per agent under src/mastra/agents. Use when the user wants to convert or refactor Mastra agents to the per-directory convention, mentions Mastra "file-based agents"…
Write or deslopify a registry agent's README (registry/ /README.md). Use when authoring a new agent README, trimming an existing one, or cutting AI-generated README noise ("these READMEs are too long / generic / repetitive", "deslopify the readmes", "fix the README"). Not for agent/instructions.md, the runtime prompt.
Use when authoring or contributing a NEW Atom Eve agent to the registry (not installing an existing one) - designing what it does, wiring its capability and connections, and writing the README, SETUP.md, and agent/ source. Triggers include "build a new Atom Eve agent", "contribute an agent", "add a new agent to the…
Curate the project's long-lived review memory in .mimir/memory. Decide whether a decision is durable enough to remember, write it as one atomic well-scoped entry, update instead of duplicating, and refuse to record untrusted claims. Used on an explicit maintainer command and when the reviewer proactively spots a…
General pull-request review criteria, severity scale, and comment format. Load on every PR review to keep findings consistent, actionable, and low-noise.
Deeper security-focused review pass. Load only when the diff touches auth, crypto, payments, input handling, dependencies, CI, IaC, or database migrations. Complements review-rubric; does not replace it.