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 Jaar Revision And ResponseUse when revising a Journal of the American Academy of Religion (JAAR) article after a revise-and-resubmit and writing the response to readers' reports. Reviewers come from different traditions and methods, so the response must satisfy each on its own terms while protecting the article's argument and its broad significance. Plans the revision and response; it does not fabricate sources.
2 -
thedixitjain Skill Jmgmt Contribution FramingUse when turning results into an explicit theoretical contribution for a Journal of Management (JOM) manuscript — the "what new theory do we learn?" statement and the discussion section. Frames the contribution; it does not build the original theory (jmgmt-theory-development) or run the analysis (jmgmt-data-analysis).
2 -
thedixitjain Skill Jmsc Numerical ExperimentsUse when designing the numerical / simulation study for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — validating the proven theoretical properties, testing algorithm performance, exploring parameter sensitivity, and extracting managerial insight. The study must serve the theory, not replace it. Use after jmsc-proofs and jmsc-algorithm.
2 -
thedixitjain Skill Journal Of Economic TheoryUse when targeting Journal of Economic Theory (JET) or deciding whether a pure economic theory 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 -
thedixitjain Skill Journal Of Fluid MechanicsUse when targeting the Journal of Fluid Mechanics (JFM) or deciding whether a fundamental fluid-mechanics manuscript fits this venue. Encodes the journal's fit, the physical-understanding bar across analysis/computation/experiment, the insight-not-application scope, official-submission re-check, and desk-reject heuristics.
2 -
thedixitjain Skill Journal Of Human ResourcesUse when targeting Journal of Human Resources (JHR) or deciding whether an applied-microeconomics manuscript on labor, education, health, or welfare fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
2 -
thedixitjain Skill Journal Of Labor EconomicsUse when targeting Journal of Labor Economics (JOLE) or deciding whether a labor-economics 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 -
thedixitjain Skill Journal Of Sports ResearchUse when targeting 《体育学研究》(Journal of Sports Research, Nanjing Sport Institute) — a CSSCI journal focused on sport social science / sport humanities, valuing disciplined problem framing and substantive theoretical dialogue (sport sociology, governance, policy, history, philosophy). Best for theory-engaged sport social science with rigorous method; route exercise science and applied competitive work to the natural-science / 中国体育科技 venues, and reflective/methodological essays to 《体育与科学》.
2 -
thedixitjain Skill Journal Of Urban EconomicsUse when targeting Journal of Urban Economics (JUE) or deciding whether an urban-, regional-, or spatial-economics 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 -
thedixitjain Skill Jpsp Theory And HypothesesUse when building the theoretical argument and deriving testable hypotheses for a Journal of Personality and Social Psychology (JPSP) manuscript, where theoretical innovation is the primary bar and each study in the package must test a specific derivation. Structures the theory; it does not invent constructs or results.
2 -
thedixitjain Skill Lancet Research In ContextUse to build The Lancet's signature Research in context panel — the three mandatory headed parts (Evidence before this study, Added value of this study, Implications of all the available evidence), grounded in a systematic literature search with stated databases, terms, and dates. Mandatory for original research Articles.
2 -
thedixitjain Skill Limnology And OceanographyUse when targeting Limnology and Oceanography or deciding whether an aquatic-sciences manuscript fits this venue. Encodes the journal's fit, the aquatic-process-insight bar, biogeochemical and plankton/microbial evidence expectations, ASLO house style, official-submission re-check, and desk-reject heuristics.
2 -
thedixitjain Skill Mind Revision And ResponseUse when responding to a Mind decision — a revise-and-resubmit, a reject-with-encouragement, or referee reports to address before resubmitting. The response must answer expert philosophical objections without weakening the thesis, while keeping the manuscript prepared for triple-anonymous review. Structures the revision and the response letter; it does not fabricate new arguments.
2 -
thedixitjain Skill Mw Mechanism Heterogeneity用于为《管理世界》实证稿件设计与撰写机制检验和异质性分析,从"政策有效"走向"为何有效、对谁有效"。Use when 主回归已稳健但缺机制证据、异质性切分颗粒度不够(只切国企/非国企或东中西)、中介只跑 Sobel、或审稿人追问"为什么会有这个效应"时使用。锚定《管理世界》国务院发展研究中心主办、管理学与经济学并重、规范的机制检验与企业微观异质性传统,落实因果中介、有理论指引的分层切分与系数差异检验,几乎所有本刊实证投稿都需要本环节。 本技能服务于《管理世界》(Management World, MW)。
2 -
thedixitjain Skill Psci Theory And HypothesesUse when stating the theory and hypotheses for a Psychological Science manuscript. The journal's credibility norms require a clear separation of confirmatory (preregistered) from exploratory analyses and theory stated before results. Structures the argument; it does not run analyses.
2 -
thedixitjain Skill Review Of Economic StudiesUse when targeting Review of Economic Studies (REStud) or deciding whether an economics 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 -
thedixitjain Skill Scientific Decision MakingUse when targeting 《科学决策》(Scientific Decision Making — 中国航天系统科学与工程研究院等主办的决策科学月刊) or deciding whether a Chinese decision-science/policy-evaluation manuscript fits this venue. Encodes the journal's fit, framing, footnote house style, official-submission re-check, and desk-reject heuristics.
2 -
thedixitjain Skill Sigmetrics Author ResponseUse when responding to ACM SIGMETRICS reviews, covering any initial rebuttal and — distinctively — the one-shot revision response letter that must map every item on the reviewers' required-changes list to a concrete change in the revised POMACS paper, resubmitted to a subsequent rolling deadline and re-reviewed once by the original reviewers under double-anonymity.
2 -
thedixitjain Skill Sigmetrics ReproducibilityUse when strengthening ACM SIGMETRICS reproducibility, covering proofs and their assumptions as reproducible artifacts, seeded simulators whose figures regenerate and match the analysis, measurement/trace provenance, claim-to-evidence mapping, honest degrees of reproducibility, and consistency between what the paper proves/measures and what the artifact contains.
2 -
thedixitjain Skill Studies In Labor EconomicsUse when targeting 《劳动经济研究》(Studies in Labor Economics) 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 World Bank Economic ReviewUse when targeting World Bank Economic Review (WBER) or deciding whether a development-economics 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 -
om-scogo Bundle RequesthuntGenerate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, GitHub, YouTube, LinkedIn, and Amazon. Use when user wants to do demand research, find feature requests, analyze user demand, or run RequestHunt queries.
0 -
om-scogo Bundle Blog ClusterSemantic topic cluster planning and automated execution engine for claude-blog. Performs SERP-based keyword research, groups keywords by search intent and SERP overlap, builds a hub-and-spoke cluster architecture, generates an interactive SVG cluster map, and executes the full cluster by orchestrating blog-write calls with shared cluster context and automatic internal-link injection. Fills the strategy-to-execution gap: blog-strategy plans the blueprint, blog-cluster builds the house. Use when user says "blog cluster", "topic cluster", "content cluster", "cluster plan", "cluster execute", "pillar content", "hub and spoke", "content ecosystem", "cluster map".
0 -
om-scogo Bundle Longbridge ResearchInstitution ratings, consensus price targets, EPS/revenue forecasts, finance calendar, shareholder data, fund holders, insider trades (SEC Form 4), short interest, industry rankings, peer group analysis via Longbridge. Frameworks: investment proposals, coverage initiation, stock research, competitive analysis, financial planning, and DeFi/on-chain analysis. Triggers: "机构评级", "目标价", "一致预期", "EPS预测", "内部人交易", "空头", "行业排名", "投资提案", "首次覆盖", "竞争格局", "财务规划", "DeFi收益", "链上数据", "機構評級", "目標價", "一致預期", "內部人交易", "空頭", "投資提案", "首次覆蓋", "競爭格局", "鏈上數據", "analyst rating", "price target", "consensus", "insider trades", "short interest", "coverage initiation", "DeFi yield", "on-chain", "earnings calendar", "finance calendar", "财报日历", "下周谁财报", "下周财报", "下周有哪些财报", "哪些财报", "谁财报", "FOMC", "非农", "股东", "谁持有", "股東", "基金持仓", "基金持倉", "機構評級", "目標價", "財務規劃"
0 -
om-scogo Bundle Naver Blog ResearchSearch Naver blogs, read full post content, and download images using only python3 stdlib — no API key required.
0 -
om-scogo Bundle Ads CompetitorResearch competitor paid-ad presence, messaging, creative, formats, landing pages, keyword and auction signals, transparent ad libraries, and strategic gaps across supported platforms. Use for competitor ads, ad libraries, ad spy, competitive PPC analysis, competitor creative, Google Ads Transparency, Meta Ad Library, or paid-media competitor research.
0 -
om-scogo Bundle Run TrainRigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to standardized `train_outputs/`. Do not use for environment setup, exploratory sweeps, speculative idea implementation, or end-to-end orchestration.
0 -
om-scogo Bundle Academic WritingYou must use this when producing any research prose — literature reviews, syntheses, analyses, methodology descriptions, discussion sections, abstracts, or any written output intended for an academic audience.
0 -
om-scogo Bundle SensorkitAccess research-grade sensor data using SensorKit for approved studies. Use when an app needs SensorKit entitlement setup, Research Sensor & Usage Data authorization, ambient light, recorded motion, device usage, keyboard metrics, visits, speech, face, wrist temperature, ECG, PPG, acoustic settings, or sleep-session data. Route ordinary motion to CoreMotion and health records/workouts to HealthKit.
0 -
om-scogo Bundle Discord ReaderRead Discord for financial research using opencli (read-only). Use this skill whenever the user wants to read Discord channels, search for messages in trading servers, view guild/channel info, monitor crypto or market discussion groups, or gather financial sentiment from Discord. Triggers include: "check my Discord", "search Discord for", "read Discord messages", "what's happening in the trading Discord", "show Discord channels", "list my servers", "Discord sentiment on BTC", "what are people saying in Discord about AAPL", "monitor crypto Discord", any mention of Discord in context of reading financial news, market research, or trading community discussions. This skill is READ-ONLY — it does NOT support sending messages, reacting, or any write operations.
0 -
om-scogo Bundle Explore RunRigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories. Use when the researcher explicitly authorizes exploratory runs such as small-subset validation, short-cycle guess-and-check, batch sweeps, idle-GPU search, or quick transfer-learning trials, with fair-comparison caveats and no-overclaim summaries in `explore_outputs/`. Do not use for end-to-end exploration orchestration on top of `current_research`, trusted baseline execution, conservative training verification, default routing, verified SOTA claims, or implicit experimentation.
0 -
om-scogo Bundle Firecrawl Research IndexFind the papers that answer a research query with Firecrawl Research, using semantic search, semantic and structural expansion, and in-body verification. Always use this skill for any literature-finding / paper-retrieval task — single-paper lookups or full multi-paper sets.
0 -
om-scogo Bundle Tavily SearchWeb search, extraction, crawling, mapping, and deep research via Tavily API. Five tools for finding information, extracting content, exploring websites, and generating research reports.
0 -
om-scogo Bundle Explore CodeRigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories. Use when the researcher explicitly authorizes exploratory work on an isolated branch or worktree to transplant modules, adapt a backbone, add LoRA or adapter layers, replace a head, or stitch together meaningful low-risk migration ideas with rollback-aware records in `explore_outputs/`. Do not use for end-to-end exploration orchestration on top of `current_research`, trusted baseline reproduction, conservative debugging, environment setup, verified contribution claims, or default repository analysis.
0 -
om-scogo Bundle Youtube FullUse when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries, quotes, translations, topic research, tutorials, talks, lectures, expert discussions, product reviews, how-to guides, new product announcements, first looks, or anything where video content is fresher or richer than text search. Covers transcripts, video/channel search, channel browsing, playlists, and within-channel search. Not for uploads, account management, or written-source-only research.
0 -
om-scogo Bundle Copilot History IngestIngest GitHub Copilot CLI session history into an Obsidian wiki as distilled knowledge pages. Use this skill when the user wants to capture their Copilot CLI sessions into a personal wiki — extracting architecture decisions, debug notes, and patterns into searchable Obsidian pages. Triggers on phrases like "ingest my copilot sessions into obsidian", "add my copilot history to my wiki", "pull my copilot session history into the vault", "capture what I've learned from copilot into obsidian", "just the new sessions since last time", or "mine patterns across my copilot sessions". Also triggers when the user mentions session-store.db, ~/.copilot/session-state, or VS Code copilot-chat transcripts in the context of building a wiki or knowledge base. Does NOT trigger for general copilot usage questions, searching sessions, or backing up history.
0
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 academic-writing, jaar-revision-and-response, jmsc-numerical-experiments. 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.