Agent skills for Microsoft Copilot

Standardizes lab experiment documentation by converting multimodal inputs into structured Markdown notes with YAML metadata.

Skill for generating publication-quality scientific figures

Use when serving scientific CLI tasks through ScholarAIO, especially when the agent should prefer scholaraio toolref, handle partial…

Design a scope and sequence showing vertical and horizontal curriculum coherence across a programme or year.

Design a scope and sequence showing vertical and horizontal curriculum coherence across a programme or year.

Use when a client request arrives (Slack, email, ticket, call notes) that will take more than an hour of work, before any code is written…

Detects scope creep by quantifying drift percentage.

Use ONLY when delegated by pr-review to review PR-caused cohesion, coupling, and module-boundary problems.

Define, sharpen, or change project scope, and triage docs/state/INTAKE.md.

Splits working tree changes into atomic, semantic Git commits with standardized scope-focused messages.

Write in Scott's authentic voice - British, conversational, self-deprecating, code-first.

Fast codebase scanner. Use when any skill needs codebase context. Finds files, patterns, dependencies, project structure. Pure read-only…

Narrative structure for complex topics - Situation, Complication, Question, Answer

Pull structured data off a web page. Use when you say scrape, extract, what is on this URL, or pull the table. Read-only.

Fetches a LinkedIn profile via ScrapingDog API and displays a formatted summary (name, role, location, followers, about, experience…

Automate Scrapegraph AI tasks via Rube MCP (Composio).

Automate cloud browsers using the Scrapfly Cloud Browser API with Python Playwright

Extract structured data from web content using the Scrapfly Extraction API with the Python SDK

Use the Scrapfly RPA API to run typed workflow graphs against managed cloud browsers, retrieve produced artifacts (HTML snapshots…

Capture web page screenshots using the Scrapfly Screenshot API with the Python SDK

The best web scraping tool for LLMs. USE --smart-extract to give your AI agent only the data it needs — extracts from…