发现 Skills

Universal review with narrative verdicts for consistent quality gates before and after implementation. 6 parallel reviewers: 2 internal (Security, UX/DX) via Task + 2 external slots via available providers (Codex/Gemini CLI, Claude Task fallback) + 2 domain experts via Task. Graceful fallback when CLIs are unavailable. Modes: --mode clarify/plan/code. Triggers: "/review"

Start persistent Ralph loop for iterative task completion

Expert guidance for authoring and maintaining Helm charts following standardized conventions, global registry support, templating best practices, and Kubernetes deployment patterns.

Tools and guidance for monitoring model performance, tracking data drift, managing model health, and detecting prediction anomalies. Use when monitoring deployed models, tracking drift, or investigating prediction anomalies.

Tools and guidance for making predictions with DataRobot models, including real-time predictions, batch scoring, and prediction dataset generation. Use when making predictions, running batch scoring, or generating prediction datasets.

Build or improve a Coval dashboard with metric visualizations backed by real data. Creates new dashboards from scratch or rebuilds existing ones by analyzing usage patterns, metric frequency, and data density. Use when user says "create a dashboard", "build a dashboard", "improve my dashboard", "add widgets", "visualize my metrics", "make a performance dashboard", or "dashboard for my runs".

Design and create a simulation persona for testing an AI agent. Guides through use case selection, voice and language configuration, behavior prompt crafting, and interruption calibration. Use when user says "create a persona", "design a persona", "set up a test persona", "configure simulation persona", or "build a caller profile".

Import external skills from a URL (GitHub or other) or local path; discover, validate, security-screen, and summarize each skill so the user can choose which to import. Use when the user wants to add skills from a repo/URL or local folder, or when screening and selecting skills to add to the framework.

Server/ops in tmux; use tmux_ops tool to pick session (idle = prompt on current line) and probe sudo; run commands only in chosen session. Supports REMOTE_TMUX_HOST for VMs/remote/Docker.

Master WordPress project orchestrator - coordinates all WordPress skills for complete site setup, audit, and optimization. Use for new project setup, site audits, or comprehensive reviews. Runs interview phases and manages todo lists.

Guidance for working with the Orchard Core admin panel, including admin controllers, menu registration, dashboard widgets, admin theme customization, settings pages, and admin-specific shapes and zones.

Skill for creating, managing, and configuring Orchard Core Content Types. Covers content part definitions, content field definitions, stereotypes, and content type indexing.

Skill for creating data migrations in Orchard Core. Covers content type migrations, YesSql index table creation, schema alterations, data seeding, and migration versioning patterns.

Skill for creating and managing menus in Orchard Core. Covers menu content types, menu item types, menu widgets, navigation rendering, pager shapes, breadcrumbs, and menu customization via shapes and alternates.

Skill for accessing and extending Orchard Core site-level configuration. Covers ISiteService, custom settings sections with the CustomSettings stereotype, SiteSettingsDisplayDriver pattern, admin navigation registration, and recipe-based configuration.

Skill for creating and managing Orchard Core workflows. Covers workflow type definitions, custom activities, events, workflow expressions, and workflow triggers.

Use when reviewing code changes, diffs, or pull requests

Suite of tools for creating elaborate, multi-component HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Reference Claude skill populating every documented frontmatter field on the shared skill-base. The 13 vendor-specific fields plus the universal `name`/`description` are all set, so reviewers can eyeball "what does a fully-annotated Claude skill look like?" in one shot.

Code quality metrics and continuous improvement. Use when quality standards guidance is required.

Use this skill when writing, editing, or reviewing Markdown documents, including AI agent skills (`SKILL.md` files), that must follow strict house formatting rules: tab indentation, hyphen list markers, and extra spacing before second-level headings.

A test skill with existing references

Expert in photo content recognition, intelligent curation, and quality filtering. Specializes in face/animal/place recognition, perceptual hashing for de-duplication, screenshot/meme detection, burst photo selection, and quick indexing strategies. Activate on 'face recognition', 'face clustering', 'perceptual hash', 'near-duplicate', 'burst photo', 'screenshot detection', 'photo curation', 'photo indexing', 'NSFW detection', 'pet recognition', 'DINOHash', 'HDBSCAN faces'. NOT for GPS-based location clustering (use event-detection-temporal-intelligence-expert), color palette extraction (use color-theory-palette-harmony-expert), semantic image-text matching (use clip-aware-embeddings), or video analysis/frame extraction.

Strategic job application planning and Resume SEO optimization. Treats applications like marketing campaigns with market research, opportunity qualification, and content optimization. Activate on "optimize resume", "tailor resume", "ATS optimization", "job fit score", "should I apply". NOT for initial career narratives (career-biographer), portfolio design (cv-creator), or market positioning (competitive-cartographer).