Research

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.

Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article…

Find the papers that answer a research query in Firecrawl's research paper index — a corpus of paper abstracts whose largest share is biomedical and…

Load when a story needs factual grounding the writer doesn't have: historical detail, cultural texture, domain accuracy, or how other authors handled similar…

Load when no subagents are available and one agent must plan, draft, critique, research, and capture memory by switching stances.

Research a topic across the web, GitHub, and X/Twitter with DeepAPI and produce a concise Markdown report.

Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields.

Compatibility pointer for finding and comparing affiliate programs.

Publish the current revision of an LLM4AD research workflow stage, including after a user edits and replaces an earlier conversation turn.

CUMCM 国赛、MCM/ICM 美赛与电工杯数学建模竞赛的端到端协作工作流。Use when a user explicitly works on one of these modeling contests or asks to run/review a modeling-competition paper…

Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.

Any live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site…

Find web sources with query-relevant page excerpts and optional full-page content, and discover workflows, data APIs, and indexes.

Diagnose Fireworks training and deployment issues, including stuck or failed jobs, error messages, poor quality, checkpoint and resume problems, LoRA adapter…

Plan Fireworks post-training from a task-shaped goal — recommend a method, cookbook entry, data plan, and eval from what the user already said, ask only…

Searches and retrieves documents from free public sources using automated browser navigation.

Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth.

Researches personal backgrounds, interviews, motivations, and humanizing details.

Researches DOJ/FBI/SEC press releases, agency statements, and government sources.

Researches investigative articles, interviews, and news coverage.

Researches the subject's own words from tweets, blogs, forums, and chat logs.

Generate a reproducible final report, literature-outcome synthesis, JSON summary, and refreshed progress plot for a stopped or interrupted NVFLARE Auto-FL…

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.

Audits the ads a company is running itself — what's live now, what it has already stopped, and which have run longest.