Skill UI

A powerful tool designed to scaffold sophisticated, custom AI agent harnesses using the metaharness CLI. It supports various templates (e.g., coding, devops, marketing) and AI hosts (e.g., Claude, Codex). Crucially, it operates with maximum safety, defaulting to a dry-run mode and refusing to write to the calling repository root, ensuring controlled and predictable development workflows.

Compute weighted similarity between two harness fingerprints using cosine, categorical agreement, and topology Jaccard. Use it to rank templates, detect drift, decide reuse vs scaffold, and generate confidence scores for recommender workflows.

This skill runs a single, simulated tick of a defined business pod (Sales). It is designed for dry-run testing, allowing users to validate inputs, resolve agents, and reserve budgeted resources without invoking real LLM workers. It handles template loading, schema validation, budget management, and emits structured status reports for subsequent workflow consumption.

A comprehensive template providing best practices for full-stack development. It covers detailed architecture design, optimal file structures for Next.js and FastAPI, standard code patterns (e.g., API responses, custom hooks), and integration guidance for modern AI services, ensuring scalable and maintainable applications.

Manages the creation and orchestration of complex, multi-step workflows. Supports two powerful methods: persistent MCP templates for human-gated, resumable pipelines, or native JavaScript scripts for advanced, programmatic agent fan-out. Ideal for complex business logic such as auditing, research, or multi-stage data processing.

Hallmark is a specialized design skill engineered for AI coding assistants. It enforces deep structural variety and aesthetic sophistication, ensuring generated UIs look professionally 'made' rather than generically templated. Users can invoke Hallmark to build new pages (default), audit existing designs for anti-patterns, redesign components while preserving intent, or extract the 'DNA' (structure, archetypes, color) from existing URLs or screenshots for reference.

This tool allows users to define and import custom templates for various marketing deliverables, such as proposals, performance reports, content briefs, and campaign plans. By establishing a structured template, the system ensures that all generated outputs adhere to the brand's specific formatting rules, section requirements, and content formats, making the output consistent and professional across different campaigns.

A comprehensive tool for developing full-scale PR pitch packages. It assists users in crafting tailored pitch templates for various media types (national, trade, podcast), building precise target media lists with journalist contacts, and designing detailed outreach sequences. Ideal for proactive pitching or responding to journalist requests, ensuring brand consistency and maximizing coverage potential.

This skill centralizes and manages Standard Operating Procedures (SOPs) for marketing agencies. Users can create SOPs from templates, assign them to specific brands, track compliance against recent campaign executions, and maintain detailed version control. It ensures consistent quality and accountability across all operational areas, from paid media to SEO.

Guides authors of accepted AAAI papers through camera-ready source submission, covering template compliance, page limits, extra page purchase, deanonymization, copyright, registration, presentation, and artifact release.

This guide provides comprehensive strategies for writing the Related Work section for submissions to AAAI. It teaches authors how to robustly position their paper's novelty by distinguishing contributions from both established archival literature and contemporaneous non-archival work (like arXiv papers). It also addresses specific reviewer expectations across various AI subfields (NeurIPS, ICML, ICLR) and outlines clear structural templates for maximum impact.

This comprehensive guide provides authors with a detailed checklist for the post-acceptance, camera-ready phase for Acta Automatica Sinica (AAS). It walks users through all necessary steps, including restoring full author details, applying the specific journal template, meticulous proofreading of formulas, figures, and references (GB/T 7714), and understanding publication and royalty procedures. Use this to ensure your manuscript is zero-defect before publication.