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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.

对爬虫失败做快速排障并给出最小可验证修复。适用于任务失败、抓取量突降、选择器失效、Cookie 过期、反爬拦截、写库异常等问题。

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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.

Crawl WeChat official account articles and export full content (Markdown/HTML) plus local assets (images, videos, audio) into per-article directories.

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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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Submit the deployed Cloud Run /solve endpoint to the NM i AI challenge platform via Playwright.

NeuroScript standard library catalog. Lists all primitive and composite neurons with signatures, shapes, parameters, and categories. Use when looking up available neurons, checking signatures, or finding which neuron to use.

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When this skill is invoked, follow these steps **in order**:

Créer des graphiques et visualisations. Utiliser quand on implémente Recharts ou D3 dans le frontend.

Interact with the Theodo Blueprints registry — a platform for publishing, discovering, and downloading annotated code patterns.

Validate historical data completeness and quality over date ranges

Transform project requirements into concrete architectural decisions with proper ADR documentation.

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Streamlit portal design and implementation for GeoSupply — admin dashboard, supply chain risk maps, cost visualization, agent health monitoring, override management, and end-user intelligence portal.

Use when adding a full-stack analytics/usage-tracking feature to a FastAPI + React project. Provides backend models, middleware, aggregation service, API routes, and a polished enterprise-grade React dashboard with charts, KPI cards, and user activity tables.

Build API routes, server actions, data adapters, and validation logic in web/. Use when creating or editing backend web code, API endpoints, or data-loading functions.

Team capacity = (# engineers) × (days in sprint) × (focus factor 0.6-0.8)

SEO and AEO (Answer Engine Optimization) best practices including EEAT principles, structured data, and technical SEO. Use when implementing metadata, sitemaps, structured data, or optimizing content for search engines and AI assistants.