Research & Search
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
-
thedixitjain Skill Acl Camera ReadyUse 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 Anthology metadata and CC BY 4.0 publication, meta-review-driven edits, and presentation-mode logistics.
2 - thedixitjain Skill Acta Mathematica
Use when targeting Acta Mathematica (Acta Math.) or deciding whether a pure-mathematics manuscript meets the bar of one of the most selective journals in the field. Encodes the journal's fit, framing, proof-and-rigor bar, house style, official-submission re-check, and desk-reject heuristics.
2 - thedixitjain Skill Aes Related Work
在为《电子学报》(Acta Electronica Sinica, AES) 稿件撰写相关工作与文献综述时调用。覆盖如何界定领域范围、系统检索中外文献(CNKI/万方/IEEE/dblp)、按技术脉络而非流水账组织综述、突出与本文的区别与本文创新点、恰当引用本刊及英文姊妹刊 Chinese Journal of Electronics 的相关论文、GB/T 7714 引用规范、以及双盲阶段自引匿名化。帮助电子/信息/信号处理方向作者写出既显示学科视野、又清晰定位本文贡献的相关工作章节，避免因综述薄弱或漏引关键文献被外审质疑创新性。
2 - thedixitjain Skill Aistats Workflow
Use when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion, decision, camera-ready, PMLR publication, registration, presentation, and artifact release, with backward-planning offsets for theory-plus-experiments papers.
2 -
brycewang-stanford Skill Chemical ReviewsUse when targeting Chemical Reviews (Chem Rev) or deciding whether a chemistry review manuscript fits this ACS venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics. NOTE: Chemical Reviews is a largely INVITED venue; unsolicited primary-data manuscripts will be desk-rejected.
1k - thedixitjain Skill Cjc Camera Ready
在稿件被《计算机学报》(Chinese Journal of Computers, CJC) 录用后处理定稿、校样与清样时调用。覆盖录用后的版权协议与著作权转让、按官方模板做最终排版、中英文摘要与作者简介的定稿核对、中图分类号与 DOI/基金信息的完善、参考文献 GB/T 7714 最终校订、校样(proof)阶段的勘误纪律与仅限编辑性改动的原则，以及版面费缴纳与出版排期确认。适用于把一篇已录用的计算机全学科中文长文安全送到正式出版的场景。
2 - thedixitjain Skill Cjc Related Work
在为投向《计算机学报》(Chinese Journal of Computers, CJC) 的长文撰写相关工作与文献综述时调用。覆盖综合性期刊读者跨学科的特点下如何组织文献脉络、如何写"delta 优先"的定位段把本文与已有工作的差异讲清、如何兼顾国内外文献与经典—前沿的平衡、如何规范引用(GB/T 7714 与中文文献中英文对照)、如何避免过度自引与堆引、以及综述型稿件与研究论文中相关工作的不同写法。适用于让计算机全学科中文原创研究在三审中清晰确立创新性与学术坐标的场景。
2 - thedixitjain Bundle Clinical Reports
Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review.
2 - thedixitjain Skill Colt Experiments
Use when deciding whether a COLT (Conference on Learning Theory) paper needs numerical content at all — COLT has no experiments requirement — and, when numerics genuinely help, designing small illustrative simulations that visualize a proved bound, a separation, or a phase transition without diluting the theory.
2 - thedixitjain Skill Commres Rebuttal
Use when revising a Communication Research (CR) manuscript after a revise-and-resubmit. CR requires two independent reviews to advance, so the hard problem is satisfying two quantitatively demanding referees — often on measurement, mediation, and confounds — inside the 45-page limit. Plans the revision and response memo; it does not fabricate new results.
2 - thedixitjain Skill Commres Workflow
Use as the entry point for any Communication Research (CR) manuscript. Routes to the right CR sub-skill based on lifecycle stage and study type (experiment, survey/panel, or content analysis). It dispatches; it does not draft content.
2 - thedixitjain Skill Critical Inquiry
Use when targeting Critical Inquiry or deciding whether a theoretical or interdisciplinary critical-humanities manuscript fits this venue. Encodes the journal's high-theory fit, the agenda-setting argument bar, conceptual-stakes and cross-disciplinary expectations, house style and double-blind norms, official-submission re-check, and desk-reject heuristics.
2 - thedixitjain Skill Cscw Experiments
Use when designing or auditing the empirical work behind a CSCW paper — interview and ethnographic rigor, trace and log analysis, surveys, deployments, and mixed methods — matching each method's own validity standard and the ethics of studying real communities.
2 - thedixitjain Skill Csj Camera Ready
在《计算机科学》(Computer Science, JSJKX) 稿件录用后做定稿、校样(清样)与出版排期时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2 级)，见刊周期约 13 个月(待核实)。技能覆盖录用后的清稿定稿、中英文摘要与关键词终校、参考文献 GB/T 7714 与图表终检、版面费缴纳(第一作者 CCF 会员 8.5 折)、著作权与版权协议、校样核对与勘误、出版与排期沟通。适用于把录用稿打磨成可付印终稿、避免校样阶段出错的场景。
2 - thedixitjain Skill Csj Related Work
在为《计算机科学》(Computer Science, JSJKX) 撰写相关工作章节或组织文献综述时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2 级)，覆盖面广且综述活跃、鼓励综述投稿。技能帮助以 delta(增量) 优先的方式组织相关工作、确立创新性，并针对本刊的综述型稿件给出分类框架、批判性比较与趋势展望的写法；同时规范中外文献引用与 GB/T 7714 著录。适用于研究长文的相关工作章节，以及面向本刊专题/综述栏目的综述稿组织的场景。
2 -
athola Skill Decision JournalContract for the project decision journal (tradeoffs and lessons-learned logs). Use when recording a decision, tradeoff, or lesson, or building a consumer hook.
- thedixitjain Skill Economic Aspects
Use when targeting 《经济纵横》(Economic Review Journal — 吉林省社会科学院/社科联主办的综合性经济理论月刊, 1985 年创刊, 不收版面费/审稿费) or deciding whether a Chinese econ/policy manuscript fits this venue. Encodes the journal's fit, framing, fee-free policy, abstract/keyword house style, official-submission re-check, and desk-reject heuristics.
2 - thedixitjain Skill Economic Science
Use when targeting 《经济科学》(Economic Science) or deciding whether a Chinese social-science/econ/management manuscript fits this journal. Applies the journal's fit, framing, method, house-style, official-submission-check, and desk-reject heuristics.
2 - thedixitjain Skill Er Heterogeneity
Use when designing or writing the heterogeneity section of an 《经济研究》 (Economic Research Journal) manuscript — choosing which dimensions to cut, justifying each cut theoretically, presenting subsample results with coefficient-difference tests, and wiring at least one dimension back to the mechanism story so heterogeneity doubles as mechanism evidence. 使用时机：主结果已稳健但只切了"东中西"一类单一维度、审稿人要求补做异质性、或切分维度缺乏理论指引时。
2 - thedixitjain Skill Er Reviewer Lens
Use when self-auditing a 《经济研究》 manuscript before submission against the high-frequency, structural reviewer criticisms recurrent at this journal.
2 - thedixitjain Skill Est Cover Letter
Use when writing the cover letter and editor-facing metadata for an Environmental Science & Technology (ES&T) submission. ES&T editors desk-screen heavily, so the cover letter must make the environmental significance and fit obvious, name the article type, and supply suggested reviewers. It drafts the letter and metadata; it does not contact editors.
2 - thedixitjain Skill Est Study Design
Use when designing experiments, sampling campaigns, or modeling studies for Environmental Science & Technology (ES&T) so the design survives expert review — environmental relevance, controls, replication, mass/energy balances, and a QA/QC plan built in from the start. It guides design decisions; it does not run the study.
2 - thedixitjain Skill European Urology
Use when targeting European Urology or deciding whether a urology clinical/surgical study fits this venue. Encodes the journal's fit, the high-impact clinical-and-surgical-outcomes evidence bar, reporting-guideline and registration requirements, EAU/Elsevier house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
2 - thedixitjain Skill Fcr Cover Letter
Use when writing the cover letter for a Field Crops Research (FCR) submission to the Editors-in-Chief. The letter must establish scope fit (field-based, multi-season/-environment, a field crop, generally significant), state the novel contribution and article type, and confirm originality and data availability. Drafts the letter; it does not contact editors or invent claims.
2 - thedixitjain Skill Fse Camera Ready
Use when preparing an accepted ESEC/FSE paper for its PACMSE camera-ready, covering de-anonymization, the ACM Primary Article Template and PACMSE journal metadata (DOI, ORCID, CCS concepts), integrating reviewer-required changes without scope creep, permanentizing the Data Availability links, and the ACM artifact-badge handoff.
2 - thedixitjain Skill Gastroenterology
Use when targeting Gastroenterology (AGA) or deciding whether a GI/hepatology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
2 - brycewang-stanford Skill Icde Experiments
Use when designing or auditing IEEE ICDE experiments for a data-engineering paper: workload realism, tuned baselines, scale curves over single points, throughput and tail-latency with declared variance, mechanism-isolating ablations, cost/loss disclosure, and hardware reporting that satisfies a builder-heavy committee.
1k - thedixitjain Skill Icsme Submission
Use when auditing an IEEE ICSME research-track submission for EasyChair readiness, covering the abstract-then-paper two-step deadline, the IEEEtran two-column 10+2 page budget, double-anonymous review, the open-science data-availability expectation, and desk-reject triage before the AoE cutoff.
2 - thedixitjain Skill Issta Submission
Use when auditing an ISSTA submission for HotCRP readiness, the 18-page (excluding references) limit, ACM sigconf plus review and anonymous formatting, double-anonymous integrity, the January deadline, artifact intent, track choice among research/experience/replicability, and desk-reject triggers before the phase-one upload.
2 - thedixitjain Skill Jcrd Experiments
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件设计与呈现实验时调用。覆盖研究问题到证据的匹配、公开数据集与真实系统的选择、可信基线与公平对比、评价指标与统计显著性、消融与敏感性分析、真实平台的性能能效度量、大模型/挖掘类研究的防污染与来源钉死、以及图表与结果呈现规范。适用于把一份计算机学科的中文稿件的实验部分做到能经受本刊双盲外审审视、证据充分且可复现的场景。
2 - thedixitjain Skill Jonc Experiments
在为《通信学报》(Journal on Communications, JOC) 稿件设计与呈现实验、仿真或实测证据时调用。覆盖通信学科特有的链路级/系统级仿真、标准信道模型（AWGN/Rayleigh/多径/多普勒）、SNR-BER 与容量/吞吐/时延曲线、蒙特卡洛置信区间、公平基线选取与消融实验、网络协议仿真（NS-3/OMNeT++）与信息安全实验（威胁模型下的安全性证明与开销量化），指导用研究问题 RQ 驱动实验、保证统计严谨与可复现，帮助把证据做到能经受本刊外审对实验充分性、公平性与统计显著性的质疑，适用于物理层、网络、安全、信号处理各方向的通信中文长文。
2 - thedixitjain Skill Jos Camera Ready
当你的稿件被《软件学报》(Journal of Software, JOS) 录用、需要完成定稿、校样与清样并交付出版时使用。覆盖录用后按 2021 版模板的最终排版、中英文摘要与关键词的终校、参考文献 GB/T 7714 复核、图表清晰度与版权、作者与基金信息核对、校样阶段的勘误纪律、以及版面费与版权协议等事务，帮助你把《软件学报》(Journal of Software) 的录用稿干净地送进出版流程。
2 - thedixitjain Skill Jos Related Work
当你要为投向《软件学报》(Journal of Software, JOS) 的稿件撰写相关工作或文献综述、并需要把自己的增量讲清楚时使用。覆盖软件学科文献分线（软件工程/系统软件/程序设计语言/数据库/网络与分布式/安全）、以"差异优先"方式定位增量、中英文文献的均衡引用、避免遗漏本刊近期相关论文、以及综述类文章的分类框架构建，帮助你在《软件学报》(Journal of Software) 审稿人面前把"与已有工作的区别"论证到位。
2 - thedixitjain Skill Jqte Measurement
Use when the contribution of a 《数量经济技术经济研究》 (JQTE) manuscript is productivity / efficiency / index measurement — TFP, Malmquist, DEA, SFA, technical-progress decomposition, or index construction. Enforces transparent, reproducible construction plus sensitivity to method and parameter choices. This is the centerpiece skill for the journal's measurement track.
2 - thedixitjain Skill Management World
Use when targeting 《管理世界》(Management World) or deciding whether a Chinese social-science/econ/management manuscript fits this journal. Applies the journal's fit, framing, method, house-style, official-submission-check, and desk-reject heuristics.
2 - thedixitjain Skill Mgsci Submission
Use when running the final pre-submission preflight for a Management Science (INFORMS) manuscript — ScholarOne seven-step upload, double-anonymization, author-year house style, the $79 submission fee and waivers, the Data and Code Disclosure package and project-page URL, and conference-proceedings disclosure. It checks readiness to submit; it does not handle the post-decision response (mgsci-rebuttal).
2
Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include acl-camera-ready, aes-related-work, aistats-workflow. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.