Manage Workers/KV/R2/D1/Hyperdrive via Cloudflare MCP, perform observability/build troubleshooting/audit/container sandbox operations. Triggers: worker/KV/R2/D1/logs/build/deploy/screenshot/audit/sandbox. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations must follow read-first, user confirmation, post-execution verification.

Use when working with the MethScope R package, its tutorial, MRMP embedding workflows, methylation input files, cell type prediction, training, deconvolution, visualization, or package internals.

Infrastructure operations for Cloudflare: Workers, KV, R2, D1, Hyperdrive, observability, builds, audit logs. Triggers: worker/KV/R2/D1/logs/build/deploy/audit. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations follow read-first, confirm, execute, verify pattern. MCP is optional — works with Wrangler CLI/Dashboard too.

Windows-native MCP server — shell, files, sessions, transforms, and breadcrumb operation tracking

A markdown table comparing actual prod runtimes (avg of last N successful runs) to an optional expected runtime, with min/max and a variance flag. Use it to:

Alias router for the design phase skill in LocusQ. Use when user references `skill_design` explicitly or requests UI/interface design work.

Knowledge about pyecharts chart creation, HTML report generation, and visualization best practices

Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.

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Construção de dashboards Grafana orientados a operação, incidentes e acompanhamento de saúde de serviços.

Load data for TanStack Start routes using beforeLoad and loader functions. Use when fetching data for pages, implementing route guards, or setting up route context. IMPORTANT - Loaders should call server functions for data access.

ESP32 Pro Master Skill - Engenharia de Firmware Avançada

Machine-readable gotcha rules for SQL and data engineering failure patterns. Loaded by data and SQL skills to enforce Never-do-X constraints grounded in real reporting failures.

Activate this skill whenever the user asks to:

Study how products evolve over time using archived versions. The decisions that survive redesigns are the taste decisions. Use when understanding what's essential vs. cosmetic in a design, or learning from product evolution.

Scale, weight, line height, and tracking as a coherent system. Use when building type scales, auditing typography consistency, or diagnosing why text feels off.

PixiJS v8 — fast 2D WebGL/WebGPU renderer. Use when building interactive graphics, games, or data visualizations in the browser. Covers Application setup, scene graph, sprites, graphics, text, and asset loading.

PixiJS — fast, lightweight 2D rendering library for the web.

PixiJS v8 — fast 2D WebGL/WebGPU rendering engine. Covers Application setup, scene graph, sprites, graphics, text, assets, filters, events, and the ticker system.

'Extract CLI command structure from commander/yargs for AI agent skill generation Use when working with agent-skills, cli, commander, documentation, skill-generation, yargs.'

'Shared types, SKILL.md renderer, and token budgeting for to-skills plugins'

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Query Google Trends data via SerpApi for search trend analysis, keyword discovery, topic comparison, and geographic interest patterns. Use when users need trending keyword data, want to compare search terms, or need Google Trends insights for content planning.

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Protect email pipelines from injection attacks, phishing, content manipulation, and AI agent exploitation. Use when building inbound email processing, sanitizing email content, detecting phishing or BEC, securing AI agents that read email, or hardening email infrastructure against spoofing and data exfiltration.

Receive, parse, and process incoming email via provider webhooks. Use when setting up inbound email handling, parsing MIME messages, extracting content from replies, detecting threads, filtering spam on inbound, or routing incoming messages.

Build dashboards, alerts, and monitoring systems for email sending operations. Use when setting up deliverability monitoring, configuring alert thresholds, checking blocklists, building email metrics dashboards, or responding to deliverability incidents.

This skill is for *using* a Looker Studio dashboard through the CLI — extracting values, understanding its pages and filters, exporting data, and exploring how numbers change under different filter co

The goal is to catch drift between what the dashboard displays and what the source workbook actually contains, both in the default view and under each filter.

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Iced GUI framework Elm architecture patterns for Rust. Feature-based code organization, message flow, Task::done dispatch, core/UI separation, snapshots, deferred side effects, subscriptions, component independence. Persistence and app state: database initialization only in main.rs; transient store (no singleton, no factory); Directory generic over store; store only in constructor; call store.get_last_session from workspace; on folder load failure keep previous state. Solved patterns: keyboard→app→workspace→feature message chain, selectable rows with one parent background (hover/delete without breaking layout), consolidated styles in theme.rs, delete+hover list UX, selection styling (widget outline + row background, same accent family, vertical centering in cells). Use when building iced UI features, adding messages, creating views, wiring components, organizing iced code, implementing persistence/session, row layout, or selection styling.

Master reference for building premium, production-quality UI on Stratify. Enforces surgical mode, auth protection, icon/badge rules, design system, soft glass cards, motion, and trading patterns. Use for all Stratify dashboard, components, and UI work.

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Auto-detect task complexity, load registry shards, and execute with or without phased pipeline

Enables the agent to push status updates, alerts, and results to the user's mobile device or remote dashboard.

FastHTML creates server-rendered hypermedia apps in pure Python. It combines Starlette (routing), HTMX (interactivity), and FastTags (HTML generation).

Builds and installs new agents end-to-end: design, code, package, gate, install.

Plan and execute reproducible computer science paper reproductions. Use when Codex needs to extract implementation-critical details from a paper, inventory required artifacts and environments, build a runnable draft reproduction, track missing details and deviations, compare reproduced results with the paper, or package the work into reusable experiment notes.

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DataOverTime

Enforce the show's color pipeline rules across all shots. This is a

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