Tools

Follow these patterns when extending the OptAIC Python SDK with new domain operations. Use for adding client methods for datasets, signals, portfolios, backtests, and other resources. Covers async/sync interfaces, uploads, and long-running operations.

Git worktree操作、ブランチ作成・削除、PR作成、マージ戦略。worktree、ブランチ操作、PR、git操作時に使用。

Comprehensive Next.js v16 development with Cache Components, feature-based architecture, and best practices. Use for ANY Next.js 16 task to know - (1) Project structure with features folder pattern, (2) Where to fetch data with use cache, (3) Server vs Client component decisions, (4) One file per query/type/schema/hook pattern, (5) Cache invalidation with updateTag/revalidateTag, (6) Proper component organization within features. Apply to all Next.js 16 development tasks.

Analyze development errors, identify root causes, and propose systemic improvements to prevent recurrence

文学创作助手，支持小说、剧本、诗词等文学作品创作。提供世界体系构建、人物系统设定、剧情逻辑设计、武侠修仙专项设定（升级体系、技能树、装备）、写作风格优化等功能。涵盖90+创作要素，适用于写小说、剧本创作、诗词创作、世界观设定、人物设计等场景。

Apply sophisticated design system principles to HTML emails including typography hierarchy, color palettes, spacing systems, and layout patterns. Use when creating email templates that need cohesive, intentional design within email HTML constraints. Covers section composition, visual rhythm, and brand application.

Use PROACTIVELY when creating releases after PR merges to main, or when user asks about versioning strategy. Automated git tagging agent that analyzes repository state, parses conventional commits, calculates semantic versions, and creates annotated git tags with GitHub releases. Supports monorepo namespaced tags with @ separator convention. Not for changelog generation or pre-release/alpha versioning.

Handles Git operations with human-style commits (no AI markers). Use when user mentions git, commits, committing code, pushing changes, or wants natural developer-style commit messages. Never includes AI attribution or automated markers.

Analyze YouTube video transcripts to extract summaries, key takeaways, and insights. Use when the user mentions YouTube, video transcript, video analysis, provides a YouTube URL, or wants to analyze a .txt file containing a video transcript.

Spawn a Claude worker to handle a GitHub issue. Fetches issue details, creates a feature branch, and works autonomously. Use when you want to delegate an issue to a worker.

Styles web applications with Tailwind CSS using utility classes, responsive design, custom themes, and component patterns. Use when setting up Tailwind, creating layouts, implementing responsive designs, or customizing themes.

Use handoff tools for session continuity. Create handoffs at end of session, read handoffs at start, search past handoffs for context. Trigger words - "handoff", "end session", "wrap up", "continue from", "where we left off", "context high", "running low", "before I forget".

Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.

Creates phase-based feature plans with quality gates and incremental delivery structure. Use when planning features, organizing work, breaking down tasks, creating roadmaps, or structuring development strategy. Keywords: plan, planning, phases, breakdown, strategy, roadmap, organize, structure, outline.

B1_02 phase workspace setup protocol including npm outdated, npm audit, TypeScript version validation, quality gates enforcement. Ensures dependencies current, security patches applied, and workspace ready for implementation.

Connect to HeyReach for LinkedIn automation. Load when user mentions 'heyreach', 'linkedin outreach', 'linkedin campaigns', 'heyreach campaigns', 'add leads', 'campaign stats'. Meta-skill that validates config and routes to operations.

Create properly formatted references to paths (files or folders) in a git repository. Use when writing docs that need to link to any path in the repo.

Create and manage Jira tickets using Atlassian CLI (acli). Use when user asks to create Jira tickets, search issues, update tickets, transition status, add comments, or manage work items. Handles ADF formatting for rich descriptions. Default project is PLATFORM.

Ability to design, implement, test, deploy, and maintain software systems that meet defined requirements. Includes translating specifications into executable code, applying appropriate programming and design practices, managing changes over time, and operating software in production environments. Applies across application, platform, and infrastructure-adjacent contexts and is independent of specific languages, frameworks, or tools. Work may be performed individually or collaboratively and may be supported by automation or artificial intelligence, with human accountability retained for correctness, security, and outcomes.

Proxmox VE virtualization platform reference for VM/LXC management, clustering,storage, and networking. Includes Terraform and Ansible integration patterns.Use when working with Proxmox configurations, CLI commands, troubleshootingVMs/containers, or planning resource allocation.Triggers: proxmox, qemu, kvm, lxc, pve, vm, container, cluster, vzdump, qm, pct.