Research & Search

sgaabdu4 Bundle

Verify current repository, vendor API, or library facts before a decision.

doodledood Skill

Analyzes the current project structure and tech stack. Use when asked to explore, understand, or summarize a project. Trigger terms: project overview, analyze codebase, what is this project.

imbue-ai Skill

Use immediately when the user asks you to do something net-new -- a task you haven't done before, no existing skill or app applies, and getting it right will require nontrivial research, exploration, or experimentation. Routes the request to the right interactive flow. When doing this, give a very short confirmation message to the user's request, then load this immediately before responding further. Your confirmation message shouldn't mention loading the skill. Skip when an applicable skill or app already exists or for pure dev/code-writing work.

michaelboeding Skill

Research-aligned self-consistency for debugging. Spawns independent solver agents that each explore and debug the problem from scratch. Uses majority voting. Based on "Self-Consistency Improves Chain of Thought Reasoning" (Wang et al., 2022). Use for critical bugs, algorithms, or when other approaches have failed.

yuri-semenenko Bundle

Research

leeovery Bundle

Act as **precise intake coordinator**. Follow each step literally without interpretation. Do not engage with the subject matter — your role is preparation, not processing.

leeovery Bundle

Research Process

flowleap-ai Skill

Comprehensive prior-art / novelty search before filing — natural-language query generation, dual EPO/USPTO patent search, an academic literature sweep, and X/Y/A tagging of the closest hits. Trigger when the user asks to find prior art for an invention, run a novelty search, or check what already exists before filing.

flowleap-ai Skill

Map the gap between published research and filed patents — a scholarly sweep across Semantic Scholar, arXiv, and OpenAlex aligned against a matching patent search, output centered on the published-versus-protected gap rather than a ranked novelty list. Trigger when the user asks for a literature review, a state-of-the-art survey, or a comparison of academic research against patents.

hummingbot Skill

Summarize LP strategy status — slots held, PnL, fees, exits, wallet rent headroom, and free capacity.

leadupofficial Bundle

Research a third-party API before integrating it into a LeadUp project. Gathers official docs, SDK, auth method, rate limits, current pricing, webhooks, env variables, GitHub examples, risks, and a fallback plan, then outputs an integration recommendation. Use when the user says "integrate API", "add Razorpay", "add WhatsApp", "add Gemini", "add DeepSeek", "add OpenAI", "API research", or "check API docs".

leadupofficial Bundle

Research open-source GitHub repos for code or design inspiration before reusing them in a LeadUp project. Checks license, stars, activity, last commit, stack compatibility, and decides what can be copied, adapted, or used only as inspiration. Use when the user says "use open source repo", "best GitHub repo", "find repo inspiration", "research GitHub examples", or "best design repo".

lensetek Skill

Web Research Capability

team-attention Bundle

This skill should be used when the user asks about "technical decision", "what to use", "A vs B", "comparison analysis", "library selection", "architecture decision", "which one to use", "tradeoffs", "tech selection", "implementation approach", or needs deep analysis for technical decisions. Provides systematic multi-source research and synthesized recommendations.

zfinix Skill

Current or latest information of any kind — API docs, pricing, releases, news, versions — whenever the user asks about "now", "recently", or something you cannot verify from the repo or training data. Assume the user expects up-to-date answers, so check the web rather than answering from stale knowledge. Always prefer web/search and web/extract over raw curl.

u9401066 Skill

論文草稿的撰寫、讀取、引用管理。 LOAD THIS SKILL WHEN: 寫草稿、draft、撰寫、Introduction、Methods、Results、Discussion、引用、citation、字數、patch、編輯草稿 CAPABILITIES: draft_action(action="write"|"section"|"read"|"list"|"insert_citation"|"sync_references"|"count_words"|"available_citations"|"patch")

u9401066 Skill

Run multiple complementary literature searches and merge results for broad coverage. Triggers include parallel search, 並行搜尋, 廣泛搜尋.

u9401066 Skill

系統性文獻搜尋、篩選、下載、整理。觸發：文獻回顧、找論文、搜尋文獻、systematic review、literature search、PubMed、找文章、搜paper、review、reference、citation、引用、參考文獻、背景調查、background。

u9401066 Skill

Quick literature search using unified_search. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋

u9401066 Skill

Deep exploration from a key paper using related, citing, reference, and citation tree tools. Triggers: 這篇論文的相關研究, 誰引用這篇, 類似文章, related articles, citation tree, paper exploration

u9401066 Skill

Gene, compound, and variant research using search_gene, search_compound, and search_clinvar. Triggers: 基因, gene, 藥物, drug, compound, PubChem, ClinVar, 變異, variant, 臨床意義

txyzznc Bundle

深度研究与写作工具的核心技能。以完整段落撰写科学手稿（禁止使用项目符号）。采用两阶段流程：(1) 借助research-lookup技能生成包含关键点的章节大纲；(2) 将大纲转化为流畅的散文式内容。支持IMRAD结构、多种引用格式（APA/AMA/Vancouver）、图表制作以及各类报告规范（CONSORT/STROBE/PRISMA），适用于研究论文和期刊投稿。

imbue-ai Skill

Fetch data from somewhere (an external service, an API, a third-party source, uploaded data) validating auth, process it, and show it to the user -- the "go get all this stuff, do something to it, and put it in front of me" task. Use when the ask is to retrieve real data or process real data the user uploaded, transform/summarize/classify it, and surface the result.

imbue-ai Bundle

Promote the just-finished work into a new, reusable, committed, tested skill. Use when that process would recur with new inputs -- especially something you figured out through research or debugging -- or when the user says 'crystallize this'.

mr-fang-vlsi Bundle

Bridge autoIdea literature recommendation, historical formulation, and idea-generation outputs into the current repo's paper/knowledge/skill workflow.

mr-fang-vlsi Bundle

Generate and refine EDA research ideas through structured brainstorming and pro-vs-con debate, then output a testable idea decision memo.

mr-fang-vlsi Bundle

Use git to version-control local research/EDA iterations with reproducible checkpoints, clear commit/tag structure, and explicit per-version differentiation records. Use when users ask to create baselines, compare versions, snapshot experiment states, prepare rollback points, or document each version's characteristics and distinguishing deltas.

mr-fang-vlsi Bundle

Implement EDA research methods from approved hypothesis plans, with integration discipline, measurable contracts, and minimal-risk iteration.

mr-fang-vlsi Bundle

Run a full EDA research chain from knowledge exploration and paper triage to idea debate, hypothesis experiment design, implementation, git versioning, validation, and retrospective. Use when the user requests an end-to-end EDA research workflow rather than a single isolated execution step.

mr-fang-vlsi Bundle

Explore and structure local EDA knowledge, identify evidence gaps, and prepare targeted literature retrieval tasks for local download and follow-up parsing.

mr-fang-vlsi Bundle

Convert research ideas into falsifiable hypotheses and experiment plans with metrics, controls, pass/fail criteria, and confounder mitigation.

rizwanzafaris Bundle

Gather source-backed evidence with provenance. Use when a product decision needs claims separated from observations and open questions.

qiaomiaojoe Skill

文献金字塔分层（乔淼PhD · AI学术训练营 · AI学术工作流）。把一份已验真的文献清单按硬指标分到 Classic / Key Texts / Supporting 三层：Classic 四条硬指标（概念奠基 + 被引门槛 + 持续被引）、Key 三条（顶刊 + 对话关系 + 年均引用）、Supporting 按 PXYV 节点配额；含对话关系判定与覆盖配额检查。Trigger on："把这些文献做金字塔分层"、"文献金字塔"、"帮我把文献库分 Classic/Key/Supporting"、"tier my literature into a pyramid"。

qiaomiaojoe Skill

PXYV 四维度文献检索（乔淼PhD · AI学术训练营 · AI学术工作流）。按 P 理论 / X 现象 / Y 语境 / V 近邻四个维度设计检索式并在可用检索工具（Web Search / Google Scholar / ScienceDirect / WoS / CNKI）里执行，中英双语策略，输出候选文献清单表。只做检索，不验真不分层——验真用 lit-verify，分层用 lit-pyramid。Trigger on："按 PXYV 四维帮我检索文献"、"四维度文献检索"、"给这个选题设计检索式并搜一轮"、"run a PXYV four-dimension literature search"。

qiaomiaojoe Skill

研究设计完整任务入口（乔淼PhD · AI学术训练营 · AI学术工作流）。编排两个步骤 skill 跑完一次完整研究设计：methods-map 方法地图 + 2-3 方案（末尾 CHECKPOINT 用户选）→ methodology-draft 展开为研究设计初稿 + 设计说明。只要单独某一步（只扫方法地图 / 已有方案只写初稿）时直接用对应步骤 skill。Trigger on："帮我做研究设计"、"研究设计工作流"、"design my study"、"from methods survey to methodology draft"。

qiaomiaojoe Skill

「AI学术训练营」选题工作流总入口（乔淼PhD · AI学术工作流）。当用户想选题但没说用哪种模式时，先分诊：先判大类（研究性文章 / 综述性文章），再判最贴近的模式——研究性 ①理论诠释 ②假设检验 ③概念建构 ④方法驱动；综述性 系统 / 半系统 / 整合式（Snyder 三型）——然后转入对应的独立 skill 执行；用户已有现成选题只需结构化时转 topic-pxyv-parse。Trigger on："帮我选题"、"选题工作流"、"我想做一个关于…的研究，帮我把选题磨出来"、"help me develop a research topic"、"topic coaching"。