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.
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cyrusnuevodia Skill OptimizeOptimize the project's target file using the GEPA algorithm. Hands the seed candidate and evaluator to gepa.optimize_anything; each candidate GEPA proposes is evaluated inside an isolated git worktree with gates enforced. Runs until budget or stall is reached.
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dasein108 Skill Token ResearchOn-chain analysis of an EVM crypto token — risk, structural quality (6-pillar score), liquidity, holders, locks/unlocks, and full dossiers — by driving the token-research CLI. Use when the user wants to research, score, or risk-assess a specific EVM token (Ethereum/Base/Arbitrum/Optimism) by ticker, project name, or contract address, or compare several EVM tokens. For non-EVM L1s (HBAR, SOL, ATOM), pre-TGE programs, or purely qualitative trust/DD, defer to the cpd-crypto-analysis skill instead.
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datadog-labs Skill Impact ReviewScan historical Claude Code sessions to summarize where and how plugin-sourced best practices were used.
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deepakness Bundle Domain Name SuggestorResearch and suggest brandable product, app, or company names with live domain availability and collision checks. Use when the user wants domain name ideas, brandable names, available domains, TLD checks, naming shortlists, trademark/business collision scans, or runs /domain-name-suggestor.
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golden2002 Bundle Legal Issue Research中国法律全领域系统性检索专家。 ## 核心特色 - 支持用户身份识别(普通人/法学生/律师/法官检察官) - 根据不同身份提供差异化服务 - 完整法源检索(法律/行政法规/司法解释/指导性案例/典型案例) - 法条原文引用与条文互引梳理 ## 核心触发条件(满足任一即触发) **高优先级(必须触发)**: - 明确要求查找法条/法规/司法解释/规范性文件 - 要求判断合法性/违法性("违法吗""合法吗""有没有责任") - 要求查找赔偿标准/补偿金额/责任认定/程序要求 - 询问"根据什么法律""法律怎么规定""法律依据是什么" **中优先级(结合上下文触发)**: - "怎么办""怎么维权""能不能告" - "需要什么手续""要具备什么条件" - "还能主张什么""可以去哪里投诉" ## 适用场景 - 劳动争议:违法解除、经济补偿、工伤、社保、调岗等 - 合同纠纷:定金、违约金、违约责任、买卖合同等 - 侵权责任:交通事故、人身损害、医疗事故、环境污染等 - 婚姻家庭:离婚财产、子女抚养、房产继承等 - 行政/刑事/公司金融等 ## 不触发情况 - 仅询问法律概念/名词解释(不属于检索) - 仅要求推荐律师/法律服务 - 仅讨论法律新闻/案例故事(不涉及具体法规) - 仅询问法律考试/学习问题 **注**:即使用户未明确要求"检索报告",只要涉及法律规范查找、整理、解释、适用问题,即触发此skill。
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haoyuesheng1688 Skill Wincc Flexible Smart V5 LiveAttach to the already-open WinCC flexible SMART V5 HmiES editor, capture the live project window, open the variable editor when needed, and record input/output evidence in the project knowledge base.
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henryqin1997 Skill StatemUse when a long coding or research task should be managed with statem state-machine runbooks, including creating specs, starting or resuming runs, checking current state, transitioning with goto, saving progress, and reading history.
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liveloveapp Skill IdeateCapture and document a new idea in this repo. Use when the user says things like "help me brainstorm", "I have an idea", or "let's capture this for the future" and wants it recorded in `design/ideas/` with a summary, supporting research (repo context + web if useful), and a sketch.
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madeyexz Skill Heptabase CLIInteract with Heptabase using the CLI to create, read, and edit notes, journals, tags, cards, list whiteboards and manage cards on whiteboards, and browse AI Tutor goals, courses, and lessons. Use when the user asks to manage their Heptabase knowledge base, search cards, work with journals, tags, or whiteboards, or read AI Tutor content.
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israeldegasperi Bundle Gauntlet LoopRun Matt Shumer's Gauntlet Loop methodology to raise the quality of an artifact through cycles of building, independent critique, comparison against real references, and improvement. Use when the user asks for the Gauntlet Loop, a builder-critic process, adversarial critique, iterative refinement, or the creation of websites, software, content, research, presentations, analyses, and other deliverables with explicit criteria, a budget, and a stopping condition.
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itaybnv Bundle OpenmcUse when writing OpenMC Python code for neutron/photon transport simulations, geometry construction (CSG surfaces, cells, universes, lattices), material definition (nuclides, elements, enrichment, density), settings configuration (eigenvalue, fixed-source, batches, particles, source distributions), or when debugging OpenMC Python errors. Covers fission reactor design and research neutronics workflows.
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itaybnv Skill Sync OpenmcMaintenance skill for the openmc-claude-skills knowledge base. Diffs two OpenMC release tags (OLD NEW, e.g. v0.15.2 v0.15.3), maps changed Python source files to the affected KB doc files, writes a per-release migration notes file at skills/openmc/releases/vNEW.md, and updates .last-synced-release. Invoke as: /sync-openmc v0.15.2 v0.15.3. Requires gh CLI (authenticated) and curl. This is a maintainer-only tool; the consumer openmc skill is separate.
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jarvusinnovations Skill Harvest AxiReview, log, and edit Harvest time entries from the terminal. Use when asked to review tracked time over a period (for yourself, the team, a project, or a client), summarize hours, check today's entries or a running timer, log time, or edit/delete timesheet entries. Triggers on "Harvest", "time entries", "timesheet", "how many hours", "log time", "review my week", "billable hours".
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jarvusinnovations Skill Slack AxiRead, search, and cite Slack from the shell. Use when asked to read or summarize a Slack channel, find a discussion across Slack, look up private channels / group DMs / DMs, read a channel over a date range, follow a thread, or produce permalink citations for Slack messages. Token-efficient TOON output; human date ranges in, permalinks out.
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jcodesmore Bundle FindmeajobFind jobs, review or build your resume, research companies, and get customized resumes for each application. Use when the user wants to search for jobs, find a job, job hunt, build a resume, or apply to jobs.
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jcodesmore Bundle YoutubeYouTube research — search, watch videos, explore channels, and more. Use for any YouTube-related task.
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jeffy-peng Bundle 3d Deep Research用证据链和 X/Y/Z 立体分析法研究产品、公司、技术、概念、人物、行业、市场或复杂事件,交付可追溯的深度研究报告。用户要求 deep research、系统调研、竞品或市场研究、尽职调查、来龙去脉分析、证据链或正式研究报告时使用。简单名词解释、新闻摘要、短篇观点、仿写,以及 3D 建模、渲染、CAD 或图形设计不使用。
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jiahao1553 Bundle Invoice ExtractInvoice Extract & Summarize
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jinleiphys Bundle Literature WikiLiterature Wiki Maintenance (Schema v2)
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jinleiphys Bundle Research ProfileMaintain the user's personal research portfolio wiki at ~/research-wiki-personal/, including projects, papers, ideas, failures, methods, collaborators, talks, reviews, funding, profile refreshes, and CV snapshots. Use to record a project, log a paper, capture an idea, document a failed attempt, update collaborator notes, or snapshot research history. Trigger on 记一下我做的, 加进我的研究档案, 新研究 idea, 这次没 work, 更新我的 profile, log this project, add to my portfolio, what have I worked on, snapshot my research. For paper-content notes use literature-wiki instead.
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mohui373 Bundle Paper AnatomyFor all readers, with a specialty in experimental and behavioral research: analyze, explain, critically read, and verify claims against papers / 面向所有读者、专长是实验与行为研究:解剖、解释、评议论文,并核验传播主张是否符合原始证据。Use when a user asks in English or Chinese to read, understand, summarize, interpret, review, or dissect a paper's theory, literature logic, studies, methods, measurements, statistics, findings, discussion, contribution, limitations, or later evidence; classify experiments, surveys, longitudinal or qualitative studies, theory papers, reviews, meta-analysis, bibliometric studies, and Delphi consensus; or fact-check a blog, social-media, health, exercise, psychology, education, or management claim against its cited paper;中文触发包括读懂论文、论文解剖、理论脉络、研究设计、问卷、纵向研究、测量、统计结果、讨论、贡献、限制、综述、元分析、德尔菲、科普核验、博主引用、主张核查和后续研究。Do not use it to build or program a replication.
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monarch-initiative Skill Curate GenesetUse when curating or reviewing a GO-term interpretation of a non-GO gene set (MSigDB C8/C2/H, literature disease-activity, or GWAS/CRISPR genetics) for the curation/ gold standard in this repo. Covers grounding in the real membership, OLS term verification, the category / recovery_status / insight axes, evidence, series, the 4-gate validator, and folding the set into the eval.
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opendcai Bundle ExpgenUse when turning a research idea, paper claim, hypothesis, or experiment request into a generated runnable experiment repository and validated handoff for exprun.
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openstack Bundle Neutron Lp Bug TriageSummarize Neutron Launchpad bugs filed in a date range, grouped by importance, with assignee and active patch status. Use when triaging Neutron bugs, preparing bug deputy reports, or when the user asks for a Launchpad bug summary for a period of time.
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osteele Bundle Research Lab NotebookSet up and operate a durable, file-based research lab notebook with questions, priorities, experiments, registered estimands, preregistered predictions, job results, findings, plans, claims, and publication tracking. Use when creating or adapting a lab-notebook/ directory, editing its records, registering or processing experiments, connecting a local process or job system such as Dagu, Pueue, SkyPilot, Slurm, or Weft, or handing research work across agents and sessions.
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osteele Bundle Download Research ReferencesDownload open-access papers cited by a LaTeX or Typst draft into a research notebook's references directory and update its annotated bibliography. Use when archiving a manuscript's sources, populating lab-notebook/references/, refreshing BIBLIOGRAPHY.md, or retrieving arXiv source for cited work.
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phonebase-cloud Skill Phonebase Skill CreatorWrite PhoneBase app skills — the scripted automation packages that turn Android apps into pb CLI subcommands. Use this skill whenever the user asks to create a new skill, add commands to an existing skill, write automation scripts for an app, scaffold a skill, or debug/fix a skill script. Trigger phrases include "create a skill for X", "write a pb skill", "add a command to the skill", "scaffold a new skill", "automate X app", "write a script for pb", even if the user doesn't mention "skill" explicitly. This skill covers the full authoring workflow — research, scaffolding, scripting, testing, and iteration.
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pravinemani5545 Bundle Youtube StudyUse when the user shares a YouTube URL or video ID and wants it summarized, analyzed, studied, transcribed, fact-checked, compared, or used as source material — "watch this", "what does this video say", "summarize this talk", "pull the transcript", "what are the comments saying". Also for batches of videos or channel research.
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tonhowtf Skill Omniget TranscribeThis skill should be used when the user shares a video, audio, podcast or social-post URL or a local media file and asks "what does this video say", "transcribe this", "summarize this video", "get the transcript", "what is this reel about", "research this post", "pull the caption", "turn this talk into notes", "quote the part where", "translate what they say", or wants to analyze spoken content from a link. Covers YouTube, TikTok, Instagram, X/Twitter, Reddit, Vimeo, Twitch, Bilibili, Threads and any local .mp4/.mp3/.wav/.m4a.
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umezy Bundle Docs GrepSearch the team knowledge base (sources/) with multiple keywords, rank files by relevance, and answer the user's question from the top hits. Use on requests like "search the docs", "look up ...", or "docs-grep".
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iamibrahimriaz Skill AuthorExtend or modify the Product Intelligence OS framework itself — write a new module, add a vertical pack, add or change a gate criterion, add a deliverable template, or edit any file under framework/. Enforces the four-layer architecture, the core/learn test, frontmatter and gate parity rules, and runs the structural validator. Invoke for "add a module", "write a pack for healthcare", "change this gate", "add a deliverable", "edit the constitution", or any contribution to the framework. Do NOT use this for running a research session on a product idea — that is the `research` skill.
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mentra-community Skill CI TriageTriage failing GitHub PR checks: list failures with gh, fetch capped Actions logs, skip non-Actions checks, and summarize root cause. Use when the user pastes CI failures, asks why a PR is red, mentions failing checks, or says /ci.
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meowsigma Bundle EvilUse for best-approach reasoning before a non-trivial decision, plan, diagnosis, research, design, architecture, implementation, refactor, or recommendation. Trigger when multiple paths, incomplete evidence, ambiguity, prior attempts, hidden tradeoffs, costly rework, or suspiciously obvious answers could make the first move unreliable. Skip deterministic formatting, translation, exact transcription, rote conversion, trivial factual or syntax questions, and mechanical edits where deeper search cannot materially improve the result.
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meteroid-oss Skill Add Tax ProviderAdd a new external tax provider (Kintsugi, Avalara, TaxJar, Stripe Tax, …) to the meteroid tax layer. Research-first — finds the official client/OpenAPI to derive the calculation + nexus + validation request shapes, maps them onto the TaxEngine trait, writes a research doc, and only then implements the engine and threads a Tax-typed connector through the stack. Use whenever asked to add/integrate/support an external tax calculation provider.
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meteroid-oss Skill Add Payment ProviderAdd a new payment provider (Adyen, Mollie, Stancer, Braintree, …) to the meteroid multi-provider payment layer. Research-first — finds the official client/OpenAPI to derive request shapes, enumerates webhooks + schemas, reads the recurring (mandate/off-session) and one-off integration flows, writes a research doc, and only then implements the PaymentConnector adapter end-to-end. Use whenever asked to add/integrate/support a new payment gateway or provider.
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wangnov Bundle Codex Chatgpt Skill通过 Codex 和 Codex Chrome Extension 复用用户现有的、已登录的 ChatGPT 网页会话,把任务委托给任意 ChatGPT 模型,并管理对话/项目/Memory/库等,还能把对话/Artifact/图片落盘到本地。适合用户说"问问 ChatGPT / 让 GPT Pro 帮我想想 / 用 @Google 云端硬盘列一下 / 让 ChatGPT 做个 deep research / 删了这个对话 / 归档全部聊天 / 撤销那个分享 / 清掉 Memory / 创建一个项目 / 把这个对话存下来 / 下载那个 DR 报告 / 保留这张图片到本地"等。复用浏览器登录态,不导出 cookie/session,不发起独立浏览器 profile。
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 optimize, token-research, impact-review. 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.