Run the 7-step Artificial Critical Thinking pass — Materiality → Hypothesise → Alternatives → Disconfirmers → Audit priors → Severity → Commit-with-marker
Add "Open in molab" badge(s) linking to marimo notebooks. Works with READMEs, docs, websites, or any markdown/HTML target.
Add a research paper to the maxpool research-papers collection. Use when the user provides an ArXiv URL, PDF link, or asks to add/summarize a research paper for the website.
Captures CLI configuration and hooks system documentation for the new platform. Use when starting platform integration."user-invocable: false — from science/research-methods
Composite skill — research a question, challenge the conclusion, plan adoption, and capture the decision.
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.
Use when defending the research design of an American Educational Research Journal (AERJ) manuscript — quantitative (multilevel, IRT, quasi-experimental, RCT), qualitative (case…
Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
Organize qualitative research data into an affinity diagram with themes, clusters, and insight statements.
Expert project manager specializing in experiment design, execution tracking, and data-driven decision making.
Business analyst for requirements elicitation, codebase analysis, and competitive research. Use when you want to talk to Aria or need the business analyst persona.
Run an autoresearch-style growth loop for landing pages, onboarding, pricing, and experiment candidates.
Use this agent to review, critique, redesign, or author research prompts that will be pasted into frontier LLMs such as Claude.ai Deep Research, Gemini Advanced Deep Research,…
Designs home and small-lab network plans from hardware inventory, goals, and operator experience level, with safe staged changes and rollback guidance.
Design d'agents de recherche autonomes pour collecter, analyser et synthétiser de l'information. Se déclenche avec "research agent", "agent de recherche", "agent web", "w — from…
Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts…
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Use this agent when research completeness needs assessment or knowledge gaps must be identified. Invoke proactively before moving to the next project phase when research…
Run a lab of researcher agents that search in parallel, verify sources independently, and synthesize a cited answer.
Use when the user asks to split a goal across Claude, Codex, or Gemini (gemini requests are rerouted - lane deprecated); plan a multi-agent run; break work into parallel agent…
Scaffold new Copilot agents from reusable templates. Use when: creating a new agent from scratch, bootstrapping agents for a new team, generating agent files from a template…
Expert UX researcher specializing in user insights, usability testing, and data-driven design decisions.
Conducts deep, multi-angle research using the agentcache library's parallel cache-safe forks. Use when the user asks to research a complex topic, investigate architecture…
Multi-agent research system with planning, execution, and reflection using FastAPI, PostgreSQL, and LLM tools (Tavily, arXiv, Wikipedia)
Grok-primary deep research skill for source-backed web work. Use when the task needs current web research, grounded citations, supplementary Tavily/Firecrawl source discovery,…
Formal academic specification and research methodology for 0xagentprivacy. Activates when writing papers, proofs, formal specifications, literature reviews, or preparing work for…
Master orchestrator for the whole agricultural research-to-publication workflow, run as a senior agricultural scientist.
Use when preparing the data, code, and model materials for an Agricultural Systems (AgSy) manuscript.
Runbook for this repo's documents of record. Session logs, ADRs, retrospectives, Serena memories, per-issue handoffs, plus the templates, validators, naming rules, and house prose…
Three ranked open research programs for this repo, each with honest current-state evidence, first concrete steps, and a falsifiable milestone.
Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality…
Shared collaboration protocol, modes, and prompt templates for AI collab skills. Consumed by gemini-collab, codex-collab, and ultra-verify as a shared foundation.
Surface concrete in-task-collaboration protocols when the user describes an AI workflow informally — URL-as-entity-reference, durable PR-comment threads as session memory, "fit…
当需要撰写、重构或打磨 AI conference paper 时使用；覆盖 research story、章节结构、图表实验布局、引用、case study、术语体系和可复现评测，重点把工作包装成清晰的问题、能力缺口和论证闭环。
用于英文 / SCI 路线 P0 期刊调研第一层「探索」——输入研究方向/题目/摘要，输出 5-10 个候选期刊（含 fit_score + ISSN）。Adapter 模式：生医走 JANE（v0.1 实装），化学/材料/物理走 Springer/Elsevier（TODO），工程/CS 走 IEEE PR（TODO），商科/文社科 fallback…
Навык запуска и сопровождения workflow bundle project-analyse (ADR-015) в системе AI-KOD: установка bundle из git/локального пути, запуск (project-analyse)/research-structure и…
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
根据用户提供的论文主题，进行系统性中英文文献回顾（Literature Survey）。 采用8阶段工作流，支持CNKI、Web of Science、ScienceDirect等主流数据库， 无需API配置，通过浏览器自动化获取文献信息。 输出包含GB/T 7714-2015引文、标题、摘要的Markdown文档。 当用户提到"文献回顾 — from…
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Autonomous AI agent that continuously researches, learns, and enhances skills. Self-improving system that discovers new opportunities and updates workflows.
Discover local Brave, Comet/Komet, Chrome, or Edge profiles and run ChatGPT/Gemini research or agent workflows with hidden/headless launch arguments and screenshot-backed E2E…
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates.
Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the…
Deep research and AI workflow orchestration patterns for Octane. Use when working on brand guide generation, market analysis, competitive analysis, content brief, or any…
Scrapes Airbnb for property listings, availability, and pricing for target destinations and date ranges via Playwright.
Use when defending the research design of an American Journal of Political Science (AJPS) manuscript — causal identification for observational work, experimental and…
Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic,…
Configure and operate helix-tui in Alpaca paper environment, including credentials/keyring setup, connectivity verification, and common troubleshooting.
Work safely in the Trading repository for Alpaca helpers, backtesting, journaling, scheduling, and related PowerShell modules.
Use when users share arxiv/alphaxiv URLs, paper IDs, or request paper summaries. Fetches structured AI-generated overviews of arxiv papers via alphaxiv.org.
Search the bioRxiv preprint server and retrieve paper metadata or download PDFs via its API. Use when finding life sciences preprints by keywords, authors, DOI, date ranges, or…
Runs automated LLM-driven hypothesis generation and testing on tabular datasets with HypoGeniC, combining literature insights with data-driven testing.
Access the NIH Metabolomics Workbench via its REST API (4,200+ studies), querying metabolites, RefMet standardized nomenclature, MS/NMR data, m/z mass searches, and study…
Mixed methods research design and integration strategies for combining qualitative and quantitative approaches.
Comprehensive qualitative research methods assistant supporting thematic analysis (Braun & Clarke), grounded theory (Strauss & Corbin; Charmaz), interpretative phenomenological…
Formats manuscripts for Turkish journals: TR Dizin submission rules (TR Dizin mandates a set abstract word limit, two referees from different institutions, Latin script for…
Searches YÖK Ulusal Tez Merkezi (tez.yok.gov.tr/UlusalTezMerkezi), Turkey's mandatory national graduate-thesis repository, for literature-review discovery and pre-proposal…
AI驱动的电商评论深度分析工具，支持22维度智能标签、用户画像识别、VOC洞察和可视化看板生成。 当用户需要以下功能时触发： - 分析电商产品评论（Amazon/eBay/AliExpress等平台） - 从评论中提取用户画像、痛点和VOC（客户之声） - 生成产品洞察报告和机会点分析 - 创建专业的可视化分析看...
ACADEMIC PRIORITY: Activate whenever the user's query involves academic, scholarly, or research-related topics — papers, citations, scholars, institutions, venues, patents,…