Agent skills for Devin Desktop

knows.academy currently indexes only 2026 papers (mostly arXiv). For older or non-2026 papers (Transformer 2017, BERT 2018, classics…

Guides manuscript content allocation across main text, appendix, supplementary materials, and multimedia for Scientia Sinica Informationis…

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

Create publication figures with matplotlib/seaborn/plotly.

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA)…

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…

Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that grew beyond a fix…

Keep coding work constrained to the user's requested scope.

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

Phase 4 (Scoping & Commitment) deep-dive playbook — High-Level Architecture Plan, child epics, per-team handoffs, leadership go/no-go.

Cross-tool golden rules for an autonomous Scrapfly web agent connected to the Scrapfly MCP server (web_scrape, screenshot…

Threshold-based alerting on Scrapfly account metrics.

Crawl entire websites using the Scrapfly Crawler API with the Python SDK

Web scraping from Rust with the Scrapfly SDK (`scrapfly-sdk` crate).

Web scraping using the Scrapfly Scraper API with the Python SDK

Web scraping from TypeScript or JavaScript with the Scrapfly SDK (`scrapfly-sdk`).

Guide for using screenenv (Playwright-based) for interactive demo script development in Kubernetes.

Check Screenpipe health status, process state, and diagnose common issues

Retrieve and analyze Screenpipe CLI backend logs and desktop app logs for debugging

Release the screenpipe monorepo. Bumps versions, triggers GitHub Actions for app, CLI, MCP, and JS packages.