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.
Automate Scrape Do tasks via Rube MCP (Composio).
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
Automate Scrapingbee tasks via Rube MCP (Composio).
The best web scraping tool for LLMs. USE --smart-extract to give your AI agent only the data it needs — extracts from…
Install, troubleshoot, and use Scrapling CLI to extract HTML, Markdown, or text from webpages.
Parse a user-uploaded resume into a source-grounded candidate profile, screen complementary job sources including the two configured…