Use when asked to run unit tests.

Slate v2 Autoresearch recipe picker. Lists/recommends Codex Autoresearch recipes, produces read-only setup plans, and maps non-perf loops such as test runtime, typecheck, bundle size, memory, command latency, and quality-gap.

Researches and synthesizes external best practices, documentation, and examples for any technology or framework. Use when you need industry standards, community conventions, or implementation guidance.

Use when working with WizTelemetry Logging extension for KubeSphere, including installation, configuration, and log query API

Use when managing credentials in KubeSphere DevOps, including repository credentials, kubeconfig, and API tokens

screenshots, recording, presentation artifacts, validate visually. Supplementary Daytona screenshots and optional videos after testkit validation.

WebAssembly expert for WASI, component model, Rust/C compilation, and browser integration

Release the screenpipe monorepo. Bumps versions, triggers GitHub Actions for app, CLI, MCP, and JS packages.

Generates a comprehensive pre-release validation checklist covering build verification, certification requirements, store metadata, and launch readiness.

Generates a contextual onboarding document for a new contributor or agent joining the project. Summarizes project state, architecture, conventions, and current priorities relevant to the specified role or area.

Auto-generates a changelog from git commits, sprint data, and design documents. Produces both internal and player-facing versions.

How to identify and fix Java memory leaks in Android Chrome using LeakCanary traces.

Verifies and initializes the Chromium development environment and dependencies required for running code coverage tools and services.

Identify and clean up inline fully qualified Java names (FQNs) in first-party code, replacing them with standard imports.

The agentmemory plugin hooks that capture observations automatically across the agent session lifecycle. Use when explaining how memory gets captured without manual saves, when debugging missing observations, or when tuning what gets recorded.

Plan and execute safe refactoring using dependency analysis

First-contact triage for a GitHub issue

Use early when debugging a medium or hard bug, especially when tests alone may not reveal the real runtime failure. Trigger this before extended TDD iteration when a bug involves runtime state, ordering, persistence, streaming, concurrency, UI/manual reproduction, external services, or when a red or newly passing test may not model the real issue. Skip only when the root cause is already directly proven by a stack trace or deterministic test that exercises the real runtime path.

Earnings estimate revisions, guidance analysis, and post-earnings drift (PEAD) — track analyst consensus changes, earnings surprise patterns, and management guidance shifts for US/HK equities.

Ingest a voice note with exact-phrasing preservation (never paraphrased). Routes content to originals/, concepts/, people/, companies/, ideas/, personal/, or voice-notes/ based on a decision tree. The user's exact words are the signal.