Comprehensive operational guide for agents using Google Ads CLI.

Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify

| Technology | Role | Key APIs |

Redesign mobile app UI to feel unmistakably Apple-like, iOS-forward, and native. Use this skill when building iOS apps, applying Apple Human Interface Guidelines, or creating native-feeling mobile interfaces with SF Pro typography, translucency, and system-like components.

Design DuckDB schemas, write SQL queries, and perform analytical data operations using the DuckDB Python library. Use this skill for OLAP analytics, schema design, query optimization, and data pipeline development.

Sync all bank pipelines and reconcile balances against YNAB

- **Category**: compute

Scrape unread articles from a Feedly category, extract music tracks, search YouTube, and render results as an HTML page with embedded video players.

InstaMolt shared package (@instamolt/shared) — constants, types, moderation prompts, and resilience utilities (CircuitBreaker, retryAsync) shared between Next.js and media server. Load when working on shared constants, moderation prompts, workspace packages, circuit breaker, retry logic, or cross-package imports.

GraphQL is a query language and runtime for APIs that enables clients to request exactly the data they need. It provides a strongly-typed schema, single endpoint architecture, and eliminates over-fetc

Run the full orchestrator → developer → qa pipeline for a game implementation task. Use when the user asks to implement, add, or change something in the PICO-8 codebase.

Load the full directory tree, data architecture (SQLite/PostgreSQL), schema reference, and retired infrastructure inventory.

The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.

Use this skill when writing MongoDB queries, repository methods, or service logic in Aegis. It enforces strict multi-tenancy by ensuring communityId is always included.

Cuando necesites crear una nueva página (ruta) en la app Next.js. Incluye page.tsx, loading.tsx, error.tsx y opcionalmente layout.tsx.

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Implement video streaming and content systems including video-on-demand, live streaming, video conferencing, and content management. Use when building video platforms, streaming apps, video conferencing features, or media content systems. Triggers on requests for video upload, live streaming, video calls, media libraries, or video content management.

Create an implementation plan for a feature or task. Two modes:

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Help recreate Our World in Data (OWID) charts (line, bar, bubble) as faithfully as possible in this repo’s Jupyter notebooks, using pandas + Matplotlib (and Plotly when requested), with correct data,

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Use when working on Next.js App Router route handlers, caching, search params, or navigation/redirect patterns.

Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

- **Step 1** of the integrated pipeline: **1) agi-schedule-shift** → 2) agi-schedule-daily-update → 3) agi-schedule-pipeline-check → 4) weather-go-nogo.

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Designs clean API and data access layers with service/repository separation. Use when structuring fetch logic, route handlers, server actions, or backend integration.

Business Analyst (Atlas). Use for market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, i...

Squad Creator (Craft). Use to create, validate, publish and manage squads

Plan and implement NovaTune Player SPA with auth, library, playback, playlists, and telemetry (plan) (project)

statsmodels

Retrieve authoritative library documentation and code examples.

Load and follow the skill at `{project-root}/_bmad/bmm/4-implementation/bmad-correct-course/SKILL.md`.

Analyze GitHub repositories to extract insights about commit frequency, outstanding contributors, release timeline, and project health metrics. Use when users request repository analysis, commit history investigation, contributor identification, release tracking, or development activity assessment for any GitHub project.

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Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.

Polymarket integration for prediction market trading on Polygon. Covers authentication (L1 EIP-712, L2 HMAC-SHA256, builder headers), order placement (GTC/GTD/FOK/FAK, batch, post-only, heartbeat), market data (Gamma API, Data API, orderbook, subgraph), WebSocket streaming (market/user/sports channels), CTF operations (split, merge, redeem, negative risk), bridge (deposits, withdrawals, multi-chain), and gasless relayer transactions. Use when building AI agents, autonomous market makers, prediction market UIs, or any application integrating with Polymarket on Polygon.

Read WeCom conversations, download media files, and send text messages through wecom-cli.

GitHub Actions workflow patterns for React Native iOS simulator and Android emulator cloud builds with downloadable artifacts. Use when setting up CI build pipelines or downloading GitHub Actions artifacts via gh CLI and GitHub API.

Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.

Create a .docx by drafting Markdown first, rendering Mermaid via Kroki, then converting with pandoc (with safe escaping + math support).

Read/convert .pdf, .pptx, .docx, .xlsx, and .xlsm (values only) to Markdown using the `markitdown` CLI via stdout or `>` redirection (do NOT use `-o`).

Search and extract readable text from multi-megabyte Kapture MCP DOM snapshots by eroding away HTML tag soup. Use when you have a saved DOM from kapture_dom and need to find or read visible on-screen content.

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Install or uninstall the worktree-and-PR git workflow rule into a project. Triggers on 'install worktree rule', 'add worktree rule', or /install-worktree-rule.

Activates when writing code against upstream contracts. Ensures implementation stays within module boundaries and escalates design gaps instead of silently fixing them.

Gebruik deze skill wanneer de gebruiker hulp nodig heeft bij het ontwerpen of verbeteren van software of webapplicaties — van probleemdefiniëring tot interactieontwerp en visuele uitwerking. Activeer bij verzoeken zoals 'ontwerp een nieuwe pagina of flow', 'hoe moet dit werken voor de gebruiker', 'maak dit component of scherm beter', 'ik heb een formulier/dashboard/checkout nodig voor X', 'deze interface voelt niet goed', 'kun je dit herontwerpen', 'help me met de UX hiervan', of 'welke schermen heb ik nodig voor dit proces'. Gebruik ook wanneer de gebruiker code, een screenshot of een beschrijving deelt en vraagt om UX- of UI-verbeteringen — zelfs als ze het woord 'ontwerp' niet gebruiken. Twijfel je? Als het verzoek gaat over hoe een gebruiker iets ervaart, begrijpt of afrondt, gebruik dan deze skill.

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