Agent skills for Zed

When to activate: scikit-learn, sklearn, Pipeline, ColumnTransformer, GridSearchCV, cross-validation, custom transformers, feature…

Generate Scoop manifest for Windows CLI distribution.

Detects scope creep by quantifying drift percentage.

Judgment check before calling substantial work done or proposing a commit.

Load at the start of any build, fix, refactor, or "make it better" request, and again before every follow-up iteration on work already…

Design and implement scoped permission models

Use before any writing — as the first gate — to stress-test whether a result fits PNAS Nexus — high-quality, broadly significant…

Use before any writing to stress-test whether a result clears Science's (AAAS) desk-reject filter — broad significance and general…

Capture screenshots and generate PNG/PDF output from existing HTML slides

Social media caption and hashtag generation with DARI and BINNA — platform-optimized captions for your card news

Full card news generation pipeline — auto-selects sequential (subagent) or collaborative (Agent Teams) mode based on environment

Quality assurance review with JURI (ethics) and MARU (empathy) — read-only expert review of generated card news

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

Wire-level discipline for accurate and precise instrument I/O over SCPI/VISA — verify-after-write, operation sync (*OPC?), fresh-data…

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

Automate Scrapegraph AI tasks via Rube MCP (Composio).

Automate Scrapfly tasks via Rube MCP (Composio).

Install, troubleshoot, and use Scrapling CLI to extract HTML, Markdown, or text from webpages.

Extract the JSDoc example nearest the active source selection or cursor into ./scratchpad as a TypeScript file.

Cross-platform screen and window capture for screenshots and recording

Connect user journeys to screens, defining the UI structure and navigation paths during PRD v0.4 User Journeys.