Get a PR merge-ready for Dylan: deep /dyl-review till 🟢, mark it ready, resolve conflicts, then babysit CI and comments. Use for /dyl-ready-pr, "get PR green", "make the PR mergeable", "/dyl-review till green then ready", or ready-to-merge asks under /dyl-mode.

Use when the user runs /add-read-aloud or wants the app to speak text with Grok text-to-speech: read-aloud button on assistant replies, auto-speak, TTS, voice output, narration, IVR prompts, speech tags, voice_id. For a two-way voice agent use /add-voice. For speech-to-text use /add-dictation.

Review one or more incoming Docker documentation pull requests as a maintainer. Independently validate technical claims, assess editorial fit and information architecture, choose a verdict, and draft exact inline or PR-wide feedback behind a confirmation gate. Use for requests such as "review PR 123", "is this PR correct?", "does this information belong here?", "validate this PR", or "help review backlog PRs". Do not use to maintain or fix a PR you own; use maintain-pr for that.

Drive a change through a red-green-refactor loop - failing test first, minimal code to pass, then clean up. Use when implementing a feature or fixing a bug where correctness matters and a test can pin the behavior. Says "TDD", "test first", "red green refactor", "write the test first".

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.

Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.

When the user wants to design, launch, or optimize an in-app referral / invite / share-to-earn program — including reward structure, mechanics, fraud prevention, deep link setup, and viral coefficient measurement. Use when the user mentions "referral program", "invite a friend", "refer and earn", "share to earn", "viral loop", "viral coefficient", "K-factor", "double-sided rewards", "give X get X", "referral rewards", "invite link", "share sheet", "Branch referrals", "in-app invites", or "how to make my app go viral". For deep link infrastructure that referrals depend on, see attribution-setup. For organic content-driven virality (UGC, creator), see creator-ugc-marketing.

Use when adding, editing, or reorganizing entries in `CHANGELOG.md`; drafting release notes for Recyclarr; deciding which Keep a Changelog section (Added, Changed, Deprecated, Removed, Fixed, Security) a change belongs under; wording user-facing entries for `feat`, `fix`, `perf`, or breaking commits; phrasing deprecation notices or migration guidance; preparing the `[Unreleased]` section for cut. Triggers on phrases like "update the changelog", "add a changelog entry", "bump the changelog", "release notes", or any edit touching `CHANGELOG.md`. Do NOT use for commit message wording (see commit agent) or for internal `refactor`/`chore`/`test`/`ci`/`build` commits that do not require a changelog entry.

Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless (YAML workflow, via StartWorkflowRun). Verifies the artifact is deployed and parse-ready, triggers with confirmation, polls to terminal state, and on failure delegates diagnosis to debugging-mwaa-workflow and artifact/redeploy fixes to authoring-mwaa-workflow, then retests up to a capped number of attempts. Triggers on: test my DAG, test my workflow, run my DAG, trigger a test run, does my DAG work, smoke-test the pipeline, verify my workflow runs, execute my DAG to check it. Not applicable to writing or deploying a new workflow (handled by authoring-mwaa-workflow), or for diagnosing why a run failed or root-causing an error (handled by debugging-mwaa-workflow).

Diagnoses a bug, error, stack trace, regression, or unexplained behavior and publishes the evidence-backed root cause to GitHub. Use when the user says "debug this", "find the root cause", provides a bug report or stack trace, asks to investigate a GitHub issue, or invokes $prp-debug. Defaults to commenting on the matching open issue or creating one when none exists.

Manages Docker Hub credentials for the MockServer project. Guides the user through creating a Docker Hub Personal Access Token, validates it, and stores it in AWS Secrets Manager for use by CI pipelines. Use when the user says "docker hub credentials", "docker hub token", "set up docker push", "configure docker hub", "rotate docker token", or needs to store Docker Hub credentials in AWS Secrets Manager.

Add or modify a wire/protocol type in the AG-UI .NET SDK AGUI.Abstractions package — a new event, message, or content-part type, the AOT source-gen serializer context, or a polymorphic JSON converter, keeping it AOT-safe, JSON-wire-compatible with the TypeScript reference, and PublicAPI-clean. USE FOR: adding an AG-UI event type, adding a message role or input-content type, editing AGUIJsonSerializerContext, editing BaseEventJsonConverter / AGUIMessageJsonConverter / AGUIInputContentJsonConverter, fixing PublicAPI.Unshipped analyzer build failures on protocol types, wire-format round-trip serialization. DO NOT USE FOR: writing integration/SSE tests (use agui-dotnet-integration-tests), server hosting/endpoint code, or non-Abstractions packages.

Run the AG-UI Dojo demo viewer locally and wire the AG-UI .NET SDK in as a dojo integration. USE FOR: starting the dojo app (apps/dojo), running the .NET dojo backend (AGUIDojoServer), registering or modifying the ag-ui-dotnet integration (agents.ts/menu.ts/env.ts/files.json), running the dojo Playwright e2e suite for the .NET integration (agUiDotnetTests), or understanding how dojo-e2e.yml runs it in CI. DO NOT USE FOR: generic Playwright validation of arbitrary pages (use agui-playwright-validate), or the docs site (use agui-dotnet-sdk-docs).

Summarize a large Chrome DevTools performance trace into a compact markdown report so it can be reasoned about without loading the whole file. Use when given a Chrome/DevTools/Performance-panel trace (a multi-MB `Trace-*.json` or `*.json` with `traceEvents`) and asked to find what is slow, what runs too often, long tasks, jank, or hot JS functions.

Commit the current work, push the current feature branch, and open a GitHub PR filled out from the repo's PR template. Defaults the base branch to `beta`. Assumes you're already on a feature branch — it does not create branches. Use when the user says "open a PR", "create a PR", "make a PR", or asks to submit the current changes for review.

All-in-one image generation with Gemini models. Supports Nano Banana (3.1 Flash), Nano Banana Pro (3 Pro), and Nano Banana 2 (2.5 Flash). Triggers on "generate image", "image generation", "nano banana", "edit image".

Enable or disable tmux-bound disconnect recovery for the current Codex thread. Use only for the explicit invocations `$reconnect on` or `$reconnect off` inside a CCB-managed or ordinary tmux Codex CLI.

Add lightweight runtime telemetry and debug instrumentation to macOS apps, then verify those events after building and running. Use when wiring `Logger` / `os.Logger`, adding log points for window/sidebar/menu-bar actions, reading runtime logs from Console or `log stream`, or confirming that expected events fire after a local run.

Adds Cursor Directory ambassador badges by name or email via Supabase. Resolves the person and sets users.is_ambassador. Use when the user asks to add, grant, or promote an ambassador, ambassador badge, or Cursor Ambassador.