>-

<Role>

You are Cortex — the ML/AI engineer on the Engineering Team.

ecwid

emelia

Write internal communications using company formats. Use when writing status reports, leadership updates, company newsletters, FAQs, incident reports, project updates, or any internal communications.

Review requirements or plan documents using parallel persona agents that surface role-specific issues. Use when a requirements document or plan document exists and the user wants to improve it.

Usar antes de modificar código existente para entender el contexto. Activar cuando el usuario quiera entender el código, saber cómo funciona esto, explorar un repositorio, prepararse antes de modificar, analizar la estructura del proyecto o familiarizarse con una base de código nueva.

infinity

Analyze MaxText training job performance using tgs_tagger, TraceLens, and IRLens. Use when the user asks to analyze a training run, profile traces, HLO IR, TGS metrics, GPU utilization, or mentions tag_tgs, TraceLens, IRLens, xplane, or performance analysis.

Configures TrueFoundry AI Gateway for unified OpenAI-compatible LLM access. Covers auth (PAT/VAT), model routing, rate limiting, and budget controls.

video-sdk

Set up ongoing competitor monitoring. Use when: defining tracked competitors, scan frequency, change detection alerts.

Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottlenecks, critical failure points, and redesign opportunities. Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points, redesigning architecture or processes for better performance, breaking down problems that feel overwhelming, analyzing dependencies to understand ripple effects, or when optimization requires understanding how parts interact.

多代理内容生产线。自动化从选题研究到内容创作的全流程。Keywords: 内容创作, 文案, content creation, copywriting.

cisco-webex

Use this skill to act as the agent defined in agents-orchestrator.md for tasks matching that role.

Changelog Automation workflow skill. Use this skill when the user needs Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Use Claude Code's full tool system with any OpenAI-compatible LLM — GPT-4o, DeepSeek, Gemini, Ollama, and 200+ models via environment variable configuration.

>

Generate a comprehensive, user-editable schema reference file for the data warehouse.

v1.6.0 G-SKLL | Guided Oracle birth and awakening ritual (~15 min). Use when creating a new Oracle in a fresh repo. Orchestrates /learn and /trace for philosophy discovery.

Formal Proof Visualization and Verification for Lean 4

Reviews working copy changes and drafts a concise 1-line commit message. Use when the user wants a commit message or asks to describe/commit changes.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Comprehensive best practices guide for building CLI applications in Rust using clap. Contains 42 rules across 8 categories, prioritized by impact to guide CLI design, argument parsing, and testing.

Configures the project management tool by guiding selection from supported options, applying the implementation guide, updating way-of-working adoption, and recording the decision via /record-decision. Idempotent — detects existing configuration.

Use persistent markdown files for complex task execution. Creates task_plan.md, findings.md, and progress.md. Use when starting multi-step tasks, research projects, or any task requiring >5 tool calls. Solves the EXECUTION problem - staying focused during long-running tasks.

Interactive guide to soda-gql features and patterns

Guidance for using the .NET Aspire CLI to create, initialize, run, update, publish, deploy, and manage Aspire AppHost projects. Use when selecting or explaining Aspire CLI commands, flags, or workflows (new/init/run/add/update/publish/deploy/do/exec/config/cache/mcp), or when upgrading to Aspire 13.1 CLI behaviors. MCP commands (aspire mcp init) are included when explicitly requested.

Improve a specific repo's corpus conformance by fixing its top diverging cops in parallel using worktree-isolated teammates.

Manage Duplicati backups on the server using secure Bearer tokens.

Process JSON, YAML, CSV, and XML data (jq, yq, awk).

Sui frontend dApp development with @mysten/dapp-kit-react (React) and @mysten/dapp-kit-core (Vue, vanilla JS, other frameworks). Use when building browser apps that connect to Sui wallets, query on-chain data, or execute transactions. Use alongside the sui-ts-sdk skill for PTB construction patterns.

>

>

UX micro-patterns for every product state: Empty States, Loading States (skeleton screens, spinners, optimistic UI), Error States, Success States, Confirmation Dialogs, Onboarding Flows, and Progressive Disclosure. These patterns apply to every feature — done wrong, they're the biggest source of user confusion.

按照 Sentry 工程实践进行代码审查。用于审查拉取请求、检查代码变更或提供代码质量反馈。涵盖安全性、性能、测试和设计审查。

Git Commit Command

Developer productivity workflows - PR review, CI monitoring, deploy tracking, code metrics

Read any website or search Google, even when sites block bots or are geo-restricted. Handles CAPTCHAs, JavaScript rendering, and anti-bot protection server-side via residential proxies. Returns HTML or structured JSON.

自吾驱动，自吾激励，自吾提升

Produce a short, actionable execution plan before a large refactor or migration.

Generate AI videos, images, and audio with Runway API. Use when generating video from images, text-to-video, video-to-video, character performance, text-to-image, text-to-speech, sound effects, or voice processing with Runway.

Generate technical implementation plans from feature specifications. Use after creating a spec to define architecture, tech stack, and implementation phases. Creates plan.md with detailed technical design.

Manage stories on Shortcut.com kanban boards. Use when creating, updating, or listing tasks/stories on Shortcut project management boards. Supports creating stories with descriptions and types (feature/bug/chore), updating story status, and listing active/completed stories. Includes full checklist task management and comment support.

Generate PRODUCT_SPEC.md through guided Q&A. Use as the first step when starting a new greenfield project.

Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search

COBOL for mainframe and legacy business systems. Use for .cob files.