Research AI agent skills

1,871 skills in the archive. Read a skill’s instructions or open its original repository.

• Aamas Camera Ready

  by @brycewang-stanford

  Use when preparing an accepted AAMAS paper for the IFAAMAS open-access camera-ready, covering author de-anonymization, proceedings metadata, two-column reflow of game figures and learning curves, resolving rebuttal-stage…

• Aamas Related Work

  by @brycewang-stanford

  Use when positioning an AAMAS submission against multiagent, game-theory, and reinforcement-learning literature spread across AAMAS, AAAI, IJCAI, NeurIPS, ICML, EC, and JAAMAS, including arXiv and workshop versions, concurrent…

• Acl Review Process

  by @brycewang-stanford

  Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment decision by senior area chairs and program chairs,…

• Ccs Submission

  by @brycewang-stanford

  Use when auditing an ACM CCS submission for HotCRP readiness, dual-cycle abstract registration and full-paper deadlines, the 12-page ACM sigconf body, anonymization, the ethics considerations appendix, artifact-availability…

• Aaai Related Work

  by @brycewang-stanford

  Use when positioning an AAAI paper's novelty against archival work, contemporaneous arXiv or workshop papers, and AAAI/IJCAI/NeurIPS/ICML/ICLR neighbors across the broad AI scope, while staying inside AAAI's dual-submission and…

• Aamas Review Process

  by @brycewang-stanford

  Use when explaining or planning around AAMAS peer review, covering OpenReview review release, the double-blind rebuttal on preliminary reviews, area-chair discussion, the mixed game-theory, MARL, and systems reviewer pool, the…

• Acl Reproducibility

  by @brycewang-stanford

  Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute reporting, prompt and decoding disclosure for…

• Acl Writing Style

  by @brycewang-stanford

  Use when revising an ACL paper for computational-linguistics house style, covering task-first framing, linguistic examples tied to quantitative error analysis, scoping language claims to tested languages, LLM-era claim…

• Aamas Submission

  by @brycewang-stanford

  Use when auditing an AAMAS main-track submission for OpenReview readiness, the 8-page-plus-references limit, the full-paper versus 2-page extended-abstract choice, double-blind anonymity, the supplementary zip cap, track fit…

• Acl Submission

  by @brycewang-stanford

  Use when auditing an ACL submission before an ACL Rolling Review cycle deadline, covering long/short paper page budgets, the mandatory Limitations section, Responsible NLP checklist, anonymized PDFs and supplements, preprint…

• Acl Artifact Evaluation

  by @brycewang-stanford

  Use when packaging code, datasets, prompts, model outputs, or annotation materials for an ACL submission under ACL Rolling Review, covering anonymized supplement archives, scientific-artifact items of the Responsible NLP…

• Acl Camera Ready

  by @brycewang-stanford

  Use when preparing an accepted ACL main-conference or Findings paper for camera-ready, covering the extra content page, de-anonymization and acknowledgements, AI-assistance disclosure, keeping the Limitations section, ACL…

• Aamas Writing Style

  by @brycewang-stanford

  Use when revising an AAMAS paper so the interaction contribution leads the first page, the solution concept or incentive property is named, the game and agents are legible, claims are paired with proofs or multiagent…

• Acl Related Work

  by @brycewang-stanford

  Use when positioning an ACL submission against the NLP literature, covering ACL Anthology citation practice, arXiv-versus-published version citation, concurrent LLM-era preprints, prior-cycle ARR resubmission overlap,…

• Ccs Reproducibility

  by @brycewang-stanford

  Use when strengthening ACM CCS reproducibility evidence, including the artifact-availability posture, threat-model-to-evidence mapping, attack reproduction steps, defense overhead measurement, measurement-dataset provenance,…

• Aamas Author Response

  by @brycewang-stanford

  Use when drafting an AAMAS rebuttal to preliminary OpenReview reviews, covering the double-blind constraint, the no-new-results and no-revised-paper norms, how to answer game-theory, MARL, and systems reviewers at once, and how…

• Aaai Camera Ready

  by @brycewang-stanford

  Use when preparing an accepted AAAI paper for camera-ready source submission to AAAI Press, including proceedings page limits, two-column template compliance, copyright transfer, purchased extra technical pages, deanonymization,…

• Ccs Related Work

  by @brycewang-stanford

  Use when positioning an ACM CCS submission against the security big-four and specialist literature, including arXiv preprints, prior CCS/S&P/USENIX/NDSS papers, concurrent disclosures, CVE and advisory records, and the…

• Ccs Writing Style

  by @brycewang-stanford

  Use when revising an ACM CCS paper for a precise threat model, calibrated attack/defense claims, 12-page ACM sigconf compression, double-blind wording, adaptive-evaluation honesty, and the security house style that survives an…

• Aaai Submission

  by @brycewang-stanford

  Use when auditing an AAAI main technical track submission for OpenReview readiness, double-blind anonymity, page limits, reproducibility checklist, supplementary material, author limits, multiple-submission policy, and AAAI…

• Paper Reader

  by @huangkiki

  Use when user asks to "read paper", "analyze paper", "summarize paper", "读论文", "分析文献", "帮我看一下这篇paper", "论文笔记", or provides a PDF file that appears to be an academic paper. Specialized for CV/DL papers. Also supports Zotero…

• Daily Papers

  by @huangkiki

  每日论文推荐的一句话总入口。用户说“今日论文推荐”“过去3天论文推荐”“过去一周论文推荐” “最近3天论文”“看看这周有啥论文”时使用。 内部会自动串联论文抓取、推荐生成、重点论文笔记三步，无需用户手动拆开。

• Daily Papers Review

  by @huangkiki

  论文点评（3 步流水线的第 2 步）。读取富化后的论文数据，扫描笔记库，生成有态度的推荐点评， 保存推荐文件到 Obsidian，更新 history；git 自动化默认关闭。 触发词："论文点评"、"跑一下论文点评"

• Daily Papers Notes

  by @huangkiki

  论文笔记生成（3 步流水线的第 3 步）。补充概念库，为推荐论文生成完整笔记， 链接回填到推荐文件；目录页默认自动刷新，git 自动化默认关闭。 触发词："批量笔记"、"跑一下论文笔记"

• Daily Papers Fetch

  by @huangkiki

  论文抓取（3 步流水线的第 1 步）。抓取 arXiv + HuggingFace 最新论文，打分筛选，富化信息， 输出到 /tmp/daily_papers_enriched.json 供后续 skill 使用。 触发词："论文抓取"、"跑一下论文抓取" 支持多天模式："过去3天论文推荐"、"过去一周论文推荐"、"过去一周的论文"、"抓 3 天的论文"、"最近5天"

• Deepagents Typescript Quickstart

  by @langchain-ai

  Scaffold a minimal local Deep Agent in TypeScript by following the official quickstart, using provider-native web search instead of Tavily. Use when the user wants to quickly build or try a Deep Agent locally.

• Deepagents Python Quickstart

  by @langchain-ai

  Scaffold a minimal local Deep Agent in Python by following the official quickstart, using provider-native web search instead of Tavily. Use when the user wants to quickly build or try a Deep Agent locally.

• Deep Agents Orchestration

  by @langchain-ai

  INVOKE THIS SKILL when using subagents, task planning, or human approval in Deep Agents. Covers SubAgentMiddleware, TodoList for planning, and HITL interrupts.

• Moai Domain Humanize

  by @modu-ai

  AI text humanization and 윤문 (post-editing) specialist that detects and removes AI tells while preserving meaning, facts, and figures. Covers Korean, English, Japanese, and Chinese with a shared severity model (S1/S2/S3), quality…

• Maintain Verification Skill

  by @michael-denyer

  Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use for…

• Structured Extraction

  by @firecrawl

  Extract structured data matching a JSON schema from websites. Handles complex nested schemas, arrays, pagination, and validation. Always outputs via formatOutput.

• Deep Research

  by @firecrawl

  Multi-source research with source triangulation and fact-checking. Use for any research task requiring 3+ sources.

• Web Search

  by @axoviq-ai

  Search the web and ingest results as wiki pages

• Pdf

  by @axoviq-ai

  Extract text from PDF documents

• Web Research

  by @laude-institute

  Research topics using the web via curl. Use when the user asks to look something up, find current information, or research a topic online.

• Competitor Feedback

  by @zhitongblog

  Scan competing markdown editors' user feedback (GitHub issues/discussions/releases + closed-source forums) and synthesize themes cross-referenced against SoloMD's own gaps and roadmap. Surfaces unmet demand SoloMD could win on,…

• Newsletter Sponsorship Finder

  by @gooseworks-ai

  Find newsletters relevant to a target audience/industry for sponsorship opportunities. Discovers newsletters through web search, newsletter directories, and industry research. Returns newsletter name, author, estimated audience,…

• Google Ad Scraper

  by @gooseworks-ai

  Scrape competitor ads from Google Ads by domain. Returns ad creatives, formats, and campaign details. Use for competitive ad research and messaging analysis.

• Paid Channel Prioritizer

  by @gooseworks-ai

  For founders who don't know where to start with paid ads. Analyzes ICP, competitor ad presence, budget constraints, and product type to recommend which 1-2 paid channels to start with and provides a 90-day ramp plan. Prevents…

• Ad Angle Miner

  by @gooseworks-ai

  Mine the highest-converting ad angles from customer reviews, Reddit complaints, support tickets, and competitor ads. Extracts actual pain language, competitor weaknesses, and outcome phrases that real buyers use. Outputs a…

• Meta Ad Policy Checker

  by @gooseworks-ai

  Pre-flight policy check for Meta ads. Takes ad copy plus advertiser context, resolves and fetches the relevant Meta transparency-center policy pages at runtime, and returns a Pass / Fix Required / Block verdict with cited…

• Mao Zedong Perspective

  by @leezythu

  毛泽东思维框架：以《毛泽东选集》五卷为核心，提炼毛泽东分析问题、制定战略、组织行动的认知操作系统。 核心来源：《矛盾论》《实践论》《论持久战》《中国社会各阶级的分析》《星星之火可以燎原》《论联合政府》《关于正确处理人民内部矛盾的问题》等。 核心模型：7个。决策启发式：10条。 触发词：「毛泽东」「毛选」「教员」「用毛泽东的方式分析」「从毛选的角度」「教员怎么看」…

• Paper Explainer

  by @ZJU-REAL

  科研论文解读：解析 arXiv/PDF 的公式与图表，提炼问题、贡献、方法、关键图和结论，再产出 B站/视频号解读视频或知乎/公众号图文。 当用户说“论文解读、讲论文、论文转视频/图文、科研科普、arXiv、学术视频”时使用。 本 SKILL 从论文做内容；video-to-article 从视频做图文，doc-convert 只转换文档格式。

• Auto Research

  by @huytieu

  Deep strategic research engine — decomposes questions into parallel research threads, spawns multiple agents, and synthesizes into actionable strategic analysis

• Url Dump

  by @huytieu

  Quick capture URLs with automatic content extraction, insights, and categorization into knowledge booklets

• Daily Brief

  by @huytieu

  Generate personalized news intelligence with verified sources (7-day freshness requirement)

• Scout

  by @huytieu

  Evaluate URLs and tools — check vault coverage, assess relevance, recommend save or skip

• Capacitr

  by @BankrBot

  Paste a URL or free text and get matched Polymarket / Hyperliquid / Deribit markets with Quotient edge scores. **Pay in $CAPACITR** over x402 on Base — real on-chain settlement via Coinbase facilitator (or USDC fallback when the…

• Aeon Deep Research

  by @BankrBot

  Exhaustive multi-source research on a topic with attributed claims, a mandatory adversarial counterpoint, and an open-questions list. Analyst-grade — claims are tagged with source class (primary / expert / secondary / market…

• Aeon Paper Pick

  by @BankrBot

  Surface the one AI / ML paper to read today from Hugging Face Papers, with the central claim, why it's worth an hour, where it might be wrong, and a time-budgeted read order. Filters out pure benchmark-chasing and incremental…

• Paper Analyzer

  by @zsyggg

  将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。

• Paper Deck

  by @zsyggg

  将论文、技术文章或知识内容制作成高真实感的 AIGC 幻灯片。先做叙事结构和逐页视觉导演，再调用生图模型生成每一页 16:9 slide image，最后合成为 PPTX/PDF。适合论文汇报、组会、公开课、技术分享、商业化研究展示；当用户提到“论文PPT”“AI生成PPT”“不像AI的PPT”“高质感幻灯片”“逐页生图PPT”时使用。

• Paper Comic

  by @zsyggg

  论文方法图解——用视觉图解彻底讲清楚一篇论文到底做了什么、怎么做的。 自动分析论文核心方法，先推荐封面/概述图/机制细节图的生成方案，必须由用户确认范围、张数、语言、风格后再生成。 支持温暖笔记风和论文框架图风。

• Tavily Usage

  by @fcakyon

  This skill should be used when user asks to "search the web", "fetch content from URL", "extract page content", "use Tavily search", "scrape this website", "get information from this link", or "web search for X".

• Venue Specific

  by @Muuuun

  Venue-specific formatting requirements for academic journals and conferences across all disciplines. Covers Nature, Science, Cell, PRL, NEJM, Lancet, JACS, NeurIPS, ICML, and 30+ top venues. Use when writing, formatting, or…

• Survey Methodology

  by @Muuuun

  Plan-time methodology contract for survey/review/report projects. Forces an audit-grade survey instead of a paper-trust summary. Distilled from ~240 reviews (2024-2026) across 9 domain clusters — physics/RMP/Living Reviews,…

• Review

  by @Muuuun

  Write domain-authentic review articles that synthesize rather than stack. Covers 10 scientific domains (physics, chemistry, biology, medicine, mathematics, computer_science, earth_environment, astronomy, economics, materials)…

• Narrative

  by @Muuuun

  Narrative discipline for research reports — article-type templates (empirical / feasibility / comparison / policy-zh) and the feedback revision protocol that keeps outline, prose, and figures coherent across many feedback rounds.

• Paper Figures

  by @Muuuun

  Extract figures from downloaded papers and include them in survey/review reports. Use when the report covers other groups' work and benefits from their architecture diagrams, experimental plots, or system schematics. Your brain…

• Memory

  by @Muuuun

  Cross-project research memory. Deep-dive past projects' notes, record corrections, and save cross-project insights across all Luxas research projects.

• Ds Write

  by @OpenLAIR

  Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support.

• Aris Infra

  by @OpenLAIR

  ARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration. Configures MCP servers for cross-model adversarial review, installs Python tools, and validates environment. Run this first before using any other…

• Ds Baseline

  by @OpenLAIR

  Use when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its metrics.

• Ds Idea

  by @OpenLAIR

  Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.

• Inno Code Survey

  by @OpenLAIR

  Acquires missing code repositories for the selected idea (Phase A) and conducts comprehensive code survey mapping academic concepts to implementations (Phase B). Outputs acquired_code_repos, updated_prepare_res, and model_survey…

• Ds Scout

  by @OpenLAIR

  Use when a quest needs problem framing, literature scouting, dataset or metric clarification, or baseline discovery before deeper work.

• Ds Review

  by @OpenLAIR

  Use when a draft, paper, or paper-like report is substantial enough for an independent skeptical audit before finalization, rebuttal, or revision routing.

• Dataset Discovery

  by @OpenLAIR

  Multi-source ML dataset discovery. Search HuggingFace Hub, OpenML, GitHub, and paper cross-references for datasets relevant to a research task. Use when asked to "find datasets for", "search ML datasets", "what datasets exist…

• Ds Finalize

  by @OpenLAIR

  Use when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and graph exports before stopping or archiving.

• Gemini Deep Research

  by @OpenLAIR

  Perform deep, multi-source research using Google Gemini's Deep Research Agent. Use this skill whenever the user asks for comprehensive research, literature reviews, competitive analysis, market research, technology surveys, or…

• Ds Intake Audit

  by @OpenLAIR

  Use when a quest does not start from a blank state and the agent must first audit, trust-rank, and reconcile existing baselines, results, drafts, or review materials before choosing the next anchor.

• Ds Figure Polish

  by @OpenLAIR

  Use when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render-inspect-revise pass before treating a figure as final.

• Aris Comm Lit Review

  by @OpenLAIR

  Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control,…

• Aris Grant Proposal

  by @OpenLAIR

  Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO…

• Aris Formula Derivation

  by @OpenLAIR

  Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document.…

• Aris Research Refine

  by @OpenLAIR

  Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem",…

• Aris Experiment Plan

  by @OpenLAIR

  Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `aris-research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run…

• Aris Semantic Scholar

  by @OpenLAIR

  Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /aris-arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE…

• Aris Meta Optimize

  by @OpenLAIR

  Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says "优化技能", "meta…

• Aris Paper Writing

  by @OpenLAIR

  Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says…

• Aris Research Refine Pipeline

  by @OpenLAIR

  Run an end-to-end workflow that chains `aris-research-refine` and `aris-experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or…

• Academic Researcher

  by @OpenLAIR

  Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting…

• Inno Deep Research

  by @OpenLAIR

  Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple…

• Aris Paper Illustration

  by @OpenLAIR

  Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says "生成图表",…

• Aris Research Wiki

  by @OpenLAIR

  Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says "知识库", "research…

• Aris Result To Claim

  by @OpenLAIR

  Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or…

• Aris Research Pipeline

  by @OpenLAIR

  Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. Use when user says "全流程", "full pipeline",…

• Aris Idea Discovery

  by @OpenLAIR

  Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea…

• Aris Arxiv

  by @OpenLAIR

  Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper…

• Aris Auto Paper Improvement Loop

  by @OpenLAIR

  Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.

• Aris Ablation Planner

  by @OpenLAIR

  Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews feasibility and implements.

• Aris Research Review

  by @OpenLAIR

  Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

• Aris Idea Creator

  by @OpenLAIR

  Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

• Aris Research Lit

  by @OpenLAIR

  Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.

• Aris Paper Plan

  by @OpenLAIR

  Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.

• Aris Novelty Check

  by @OpenLAIR

  Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

• Aris Paper Compile

  by @OpenLAIR

  Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

• Ds Optimize

  by @OpenLAIR

  Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop.

• Aris Paper Write

  by @OpenLAIR

  Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

• Deep Research

  by @199-biotechnologies

  Use when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation. Triggers on "deep research", "comprehensive analysis", "research report", "compare X vs Y", "analyze…