发现 Skills

Bridges the gap between vague business requests and physical Unity Catalog data structures by analyzing intent and probing for clarification.

Use when scraping Indian government portals, property tax systems, land records, ArcGIS services, ASP.NET WebForms sites, or any large-scale web data collection. Covers requests, Playwright, aiohttp, CAPTCHA solving, proxy rotation, resumable pipelines, and anti-detection. Triggers on: scrape, crawl, download portal data, extract records, bulk download, government website, CAPTCHA, ViewState, ArcGIS REST.

Cold email and LinkedIn outreach. Personalization frameworks, follow-up sequences, deliverability, and reply rate optimization.

Navigate GDPR, DSA, DMA, EU AI Act, NIS2, and consumer protection — with specific article references, deadlines, and penalties.

Build and monetize production MCP servers — tool schemas, transports, auth, Stripe subscriptions, x402 payments, deployment

Ship MVPs fast: validation frameworks, scoping, build-vs-buy decisions, 3-week sprint plans, launch checklists, and post-launch playbooks.

Design and optimize sales funnels. TOFU/MOFU/BOFU content, qualification stages, conversion paths.

Platform-specific growth tactics. Algorithmic optimization, engagement hacking, viral mechanics, and community building at scale.

Produces penetration test reports with executive summary, technical findings, and remediation guidance. Use when consolidating test evidence, prioritizing risk, and preparing stakeholder-ready deliverables.

Performs authorized security assessment of embedded and IoT devices across hardware, firmware, interfaces, and update mechanisms. Use when testing device boot flows, debug interfaces, firmware integrity, and local/network attack surfaces.

Record polished UI demo videos with Playwright browser automation. Use when asked to create a demo video, screen recording, product walkthrough, feature tutorial, or UI demo. Produces WebM videos with a visible cursor overlay, natural pacing, subtitle narration, and a storytelling flow. Use for documentation, onboarding, stakeholder presentations, or product showcases.

Sub-skill of freecad-automation: Batch Processing Patterns.

Expert CAD Engineering Specialist with comprehensive knowledge of CAD systems, file formats, and conversion technologies. Use for CAD software guidance, file format conversions, technical drawings, 3D modeling, PDF to CAD conversions, and interoperability between open-source and proprietary CAD systems.

Generate parametric CAD geometry and finite element meshes using FreeCAD and GMSH

Sub-skill of freecad-automation: Command Line Interface.

Sub-skill of freecad-automation: FreeCAD Import Error (+1).

Use this skill when asked to investigate a computer, device, endpoint, or machine for security issues, suspicious activity, malware, or compliance review. Triggers on keywords like "investigate computer", "investigate device", "investigate endpoint", "check machine", "device security", "endpoint investigation", or when a device name/hostname is mentioned with investigation context. This skill provides comprehensive device security analysis including Defender alerts, sign-in patterns, logged-on users, vulnerabilities, software inventory, compliance status, network activity, and automated investigation tracking for Entra Joined, Hybrid Joined, and Entra Registered devices.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Generates and maintains codebase context documentation (.context.md files). Implements the Codebase Context Specification for AI-friendly project documentation. Activates when documenting architecture or onboarding.

Generate a changeset file for the current changes following the changesets pattern used in the project.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Auto-generate daily standup report combining ClickUp/Jira activity, Git commits and Slack updates.

Use for Bun runtime, bunfig.toml, watch/hot modes, env vars, CLI flags, and module resolution.

Use for bun:sqlite, SQLite operations, prepared statements, transactions, and queries.