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Create a compact public finances briefing for the UK, US, or Australia using official data. Cover deficits, debt, taxes, spending, and fiscal rules, with dated sources, selected sections, multiple export formats, and optional debt sustainability analysis.

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• Preparing a country briefing on public finances
• Reviewing tax receipts and spending against forecasts
• Checking fiscal rules and the medium-term outlook

Build 2D game maps and backgrounds with generated artwork and explicit layout data. Check collision and route reachability, explore a playable HTML preview, and export scenes to Tiled, Godot 4 or LDtk.

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• Build a top-down map with collision and exits
• Design a side-scrolling stage
• Create battle backdrops or parallax backgrounds

Find locally stored Codex conversations from a thread link, ID, or session file path. Review requests, answers, and executed commands, build a timeline of past work, search relevant details, and export a Markdown transcript.

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• Recovering context before resuming earlier Codex work
• Reviewing a timeline of a long Codex session
• Searching past requests, answers, and executed commands

Plan and review Amazon Ads using profit margins, ACoS—the share of advertising sales spent on ads—and product and search-term guardrails. Use it to assess advertising plans or exported performance data.

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• Plan Amazon Ads for a product line
• Review target ACoS against profit margins
• Review product and search-term guardrails

Plan ChatGPT advertising experiments and conversational ad concepts, or review performance using a verified data export. The skill helps assess campaigns without assuming that advertising inventory, account access, or particular platform features are available.

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• Planning a ChatGPT advertising experiment
• Developing conversational ad concepts
• Reviewing performance from a verified export

Build queryable collections of genomic variants from VCF and BCF files, formats for recording genetic differences. Covers compressed storage, incremental sample additions, searches by genomic region or sample, and exporting subsets for further analysis.

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• Building a variant database for a research cohort
• Adding samples to an existing dataset
• Extracting variants for selected regions and samples

Manage Zotero reference libraries through Python: search, create, update, and delete records, organize collections and tags, upload PDF attachments, and export citation data for research workflows.

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• Searching and organizing a reference library
• Adding references and updating bibliographic details
• Uploading PDF attachments to references

Create research posters intended for PowerPoint using HTML and CSS templates. Arrange large visuals and concise text, preview the layout in a browser, and follow PDF export or PPTX creation steps with readability and overflow checks.

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• Creating research posters for PowerPoint
• Previewing and adjusting poster layouts in a browser
• Arranging large figures with concise research findings

Create scientific and statistical charts in Python, including line plots, scatter plots, heatmaps, and multi-panel figures. Adjust colors, labels, and layouts, then export figures as PNG, PDF, or SVG for papers and presentations.

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• Visualizing trends and relationships in research data
• Arranging multiple charts in one figure
• Adjusting colors and labels for readable charts

Search ClinicalTrials.gov for studies by condition, drug, location, recruitment status, or phase. Retrieve trial details and eligibility criteria, summarize study information, and export results as CSV for research analysis or reviewing potential trial matches.

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• Finding recruiting trials for a specific condition and region
• Tracking trials for a drug or intervention
• Reviewing eligibility criteria and study locations

Convert existing PyTorch Lightning training code into an NVFLARE job for federated learning, where sites train collaboratively while keeping data local. It integrates model exchange through the Lightning Client API and supports local validation or job export.

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• Converting Lightning training code to federated learning
• Preparing collaborative training with data kept at each site
• Checking a converted job in a local simulation

Convert existing Hugging Face Trainer or TRL SFTTrainer code into an NVFLARE job for federated learning, where multiple sites train a shared model. Preserve training settings, validate locally, and export the resulting job.

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• Converting Trainer-based training into a federated job
• Adapting PEFT or LoRA fine-tuning for federated learning
• Preserving evaluation metrics during conversion

Convert existing PyTorch training code into an NVFLARE federated learning job, where sites train with their own data. Adapt training and evaluation, exchange model updates through the Client API, validate locally, and export the job.

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• Convert a manual PyTorch training loop to federated learning
• Adapt existing evaluation code for federated rounds
• Validate and export a FedAvg training job

Deploy and troubleshoot a CollectX telemetry collector on a host or BlueField. Connect sources of device metrics, configure outputs such as Prometheus or Fluent Bit, and verify that collected measurements reach their downstream destination.

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• Set up a collector with Prometheus output
• Add a source of device counters
• Investigate missing collected data

Review team page photos for differences in size, brightness, color, and background. Produce a list of photos to fix and shared photo guidelines, with optional exports using a consistent crop and size.

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• Reviewing inconsistent photos on a team page
• Exporting staff photos at a consistent size
• Adding a new hire's photo to an existing set

[omh] PPT, PDF, Excel, or HWP output to produce: decks, PDFs, spreadsheets, documents, HWP, Markdown, and binary export handoffs. Use when the user says: materials-package, material package, materials package, document package, deck file, binary export, file export, render qa.

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Converts agent definitions between frameworks — exports to Claude Code, OpenAI, CrewAI, Lyzr, and GitHub Models formats, and imports from Claude, Cursor, and CrewAI projects. Use when the user wants to convert an agent, migrate to another framework, export to LangChain/AutoGen/CrewAI, or import from existing automation tools.

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Manage Apify datasets, key-value stores, and request queues programmatically, and orchestrate multi-Actor pipelines. Use when you need to read or write Apify datasets, export scraped data to CSV/JSON/XLSX, store config or binary artifacts in a key-value store, manage a resumable request queue, chain Actors into a scrape → transform → export pipeline, or monitor Actor run status and cost. Trigger with "apify dataset", "apify key-value store", "apify storage", "export apify data", "apify pipeline", "apify request queue".

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Write idiomatic GDScript for Godot 4.7: static typing, the node lifecycle (_ready/_process/_physics_process), @export/@onready/@tool annotations, signals, and await for asynchronous flow. Use when editing .gd scripts in a Godot project (project.godot), writing or debugging GDScript, or porting 3.x GDScript to 4.x (function signatures, yield to await, export to @export).

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Three.js OBJExporter utility for exporting 3D geometry to Wavefront OBJ format. Use when converting Three.js scenes, meshes, or geometries to OBJ files for use in other 3D software like Blender, Maya, or MeshLab.

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Export Design Thinking artifacts to a FigJam board or Figma Design file through the Figma MCP server. Use when a team wants collaborative visual review of Method 1, 3, 4, 5, or 6 artifacts, or accepts a DT Coach board-export offer.

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Export and sync Douban (豆瓣) book/movie/music/game collections to local CSV files via Frodo API. Supports full export (all history) and RSS incremental sync (recent items). Use when the user wants to export Douban reading/watching/listening/gaming history, back up their Douban data, set up incremental sync, or mentions 豆瓣/douban collections. Triggers on: 豆瓣, douban, 读书记录, 观影记录, 书影音, 导出豆瓣.

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Use when asked 做一份外贸报价单, FOB 和 CIF 怎么报价, 出口报价核算, 报价怎么算利润, 退税怎么算进报价, quotation sheet for an export order, or price an export quotation from China. Produces a cost build-up from the factory price through export tax rebate, domestic logistics, port charges, freight and insurance to each Incoterms 2020 term, a quotation sheet in English with a Chinese summary, quantity tiers, validity and exchange-rate assumptions, payment terms and the risk each term puts on the seller, with rates marked to confirm.

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Export pcbComponent designs to Gerber files with RF connectors and fab service formatting for PCB manufacturing. TRIGGER: user asks to export a PCB design to Gerber, generate manufacturing files, or write out a pcbComponent for fabrication. Invoke BEFORE writing export code — gerberWrite signature (pcbComponent, connectors, filename) is non-obvious. SKIP: importing/reading PCB files (use matlab-read-pcb-layout), building PCB geometry (use matlab-assemble-pcb-layout), EM analysis (use matlab-analyze-em), material/stackup setup (use matlab-manage-pcb-material).

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