Academic Research Skills for Agents

Simulates a multi-perspective international journal peer review with dynamic reviewer personas, producing structured review reports, an editorial decision, and a revision roadmap.

by imbad0202/academic-research-skills

• Method

Drafts or restructures scientific manuscript arguments, sections, and initial-submission materials from author-provided evidence, with paper-type and journal-specific guidance.

by yuan1z0825/nature-skills

• Research question
• Literature
• Method

Polishes, translates, or tightens existing academic prose while preserving facts, terminology, and evidence boundaries, with journal- and section-specific guidance for manuscript writing.

by yuan1z0825/nature-skills

• Research question
• Method
• Collection

Automated literature discovery pipeline: multi-source search, six-dimension scoring, fine reading, formatted delivery, and archival, with cron-driven daily digests.

by yuan1z0825/nature-skills

• Research question
• Method
• Argument & citation

Evaluates academic papers, proposals, and literature reviews against a reproducible rubric covering problem, literature, methodology, evidence, analysis, and citations.

by affaan-m/ecc

• Method

Creates source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations, and answers source-linked questions about a paper.

by yuan1z0825/nature-skills

• Method
• Argument & citation

Routes literature through lawful open-access, publisher-API, CNKI institutional, and browser-based providers to download academic full text and supporting information.

by yuan1z0825/nature-skills

Needs (stated): Credentials · Python · Node.js

Explains research papers to readers without specialist background, covering what the paper studies, its contributions, how findings follow, and what the evidence does not establish.

by lijigang/ljg-skills

Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of `current_research` with auditable repo understanding, idea gating, fair comparison, and governed experiments written to `explore_outputs/`. Do not use for README-first trusted reproduction, open-ended direction finding, narrow code-only or run-only exploration, passive repo analysis, verified novelty claims, or implicit experi

by lllllllama/rigorpilot-skills

• Collection

Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted training, optional repository analysis, and optional paper-gap resolution, enforces conservative patch rules, records evidence assumptions deviations and human decision points, and writes the standardized `repro_outputs/` bundle. Do not use for paper summary, generic environment se

by lllllllama/rigorpilot-skills

• Research question
• Method
• Collection

Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories. Use when the user wants to read and understand a repository, inspect model structure and training or inference entrypoints, review configs and insertion points, or flag suspicious implementation patterns without modifying code or running heavy jobs. Do not use for active command execution, broad refactoring, speculative code adaptation, or automatic bug fixing.

by lllllllama/rigorpilot-skills

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.

by mattpocock/skills

Courses whose content rests on current, external or real-world facts that must be verified against live sources before being taught — recent events, market or policy data, product and version specifics, scientific developments, named cases. Researches the topic first, keeps a claim-to-source ledger, and grounds the outline and every page in what was actually fetched. Use when the request depends on up-to-date or externally checkable facts; not for timeless textbook topics that stand on established knowledge alone.

by THU-MAIC/OpenMAIC

• Research question

Any live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site URLs, bulk extraction, downloading a site, change alerts, or pages needing clicks/login — web only; local files route to firecrawl-parse. For papers use firecrawl-research-index; for library, API, error, or bug questions use firecrawl-developer-index.

by firecrawl/cli

Find web sources with query-relevant page excerpts and optional full-page content, and discover workflows, data APIs, and indexes. Use for web research or finding structured records, listings, transcripts, and datasets. Supports semantic tool discovery, domain matching, and progressive catalogue browsing.

by firecrawl/cli

Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.

by openai/skills

• Argument & citation

Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how something works across multiple files, or asks for comprehensive analysis of a specific system or pattern.

by microsoft/skills

• Argument & citation

> After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format.

by anthropics/skills

Run outcome-focused Firecrawl workflows that produce deliverables such as research reports, literature reviews over published papers, SEO audits, QA reports, lead lists, knowledge bases, website design systems, and other structured web-data artifacts. Use when the user wants Firecrawl to complete a…

by firecrawl/firecrawl-workflows

Run a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, then synthesize. Use this skill whenever you have multiple independent proposals or opinions on a contested decision — architecture tradeoffs,…

by warpdotdev/common-skills

Create or improve a Chinese academic PPTX from a scientific paper or research reading notes, with source figures and speaker notes. Use for 论文做PPT、文献汇报、组会PPT and paper-based conference or defense presentations.

by yuan1z0825/nature-skills

• Method

Research a topic to support a decision, three ways: draft a research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, …), turn a finished research report into a short summary with cited sources that other skills can use directly, or run the research here with…

by bmad-code-org/bmad-method

• Literature

Complete Valyu API toolkit for AI agents. Use this skill when asked to perform real-time search across web, academic, medical, transportation, financial sources, content extraction from URLs, AI-powered answers with citations, or comprehensive deep research reports.

by valyuai/skills

Needs (stated): API key · Network access