Pressure-test a value hypothesis (the what / who / how / why-now) before resources are committed, design the smallest experiment that would falsify it, and pre-commit kill…
Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.
Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.
Curated project templates that guide feature-dev Phase 3 questions with research-backed technology choices.
Captures research insights, decisions, and learnings during development. Use after completing spikes, making architectural decisions, or discovering important patterns.
Processes research branches from Claude Code Web sessions, merges content, moves docs to .claude/research/, and creates GitHub issues.
Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an…
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communic — from…
Search patent databases and academic literature for prior art relevant to an invention. Use when user says "现有技术检索", "prior art search", "专利检索", "check patents", or wants — from…
Discovery group skill. Restates the client's problem, target user, current workaround, success signal, and renders a falsifiable hypothesis.
Systematic problem-solving toolkit: root cause analysis, hypothesis testing, debugging strategies, critical thinking frameworks.
Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation — from…
Synthesize qualitative and quantitative user research into structured insights and opportunity areas.
Synthesize qualitative and quantitative user research into structured insights and opportunity areas.
Use when a bug has multiple plausible causes across layers — competing hypotheses, validation loops, evidence-based conclusions — even when the user just says 'why is this…
Project management specialist routing for studio operations, cross-functional shepherding, experiment tracking, realistic scoping, and Jira workflow discipline.
Research workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies. — from bg-szy/TOP-SKILLS
Systematic prompt engineering methods for AI-assisted academic research workf...
Execute complete FPF cycle from hypothesis generation to decision
Use when task is to run or resume an iterative IMC Prosperity research loop: generate or refine hypotheses, check prior attempts, evaluate candidate signals or portfolio ideas,…
Feature geliştirme için Plan-Research-Plan framework'ü. Codebase analizi, pattern araştırma, güven skoru, blueprint oluşturma ve uygulama döngüsü.
PUA Loop — autonomous iterative development with autoresearch-style gate protocol. Runs FOREVER until verified done.
Use when targeting 《财政研究》(Public Finance Research — 财政部主管、中国财政学会主办、不收版面费的财政学权威核心月刊, CNKI 采编系统) or deciding whether a Chinese public-finance manuscript fits this venue.
Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality…
Activates for quantitative-finance, algorithmic-trading, alpha-factor work, backtests, return prediction, regime detection, portfolio construction, financial machine learning,…
World-class systematic trading research - backtesting, alpha generation, factor models, statistical arbitrage. Transform hypotheses into edges.
Create hybrid Quarto Markdown (.qmd) lecture scripts for Single Source Publishing (interactive Moodle websites + static PDF textbooks).
Search the FPF knowledge base and display hypothesis details with assurance information
Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Strukturierte Praxis-Recherche mit systematischem Lesen, gezielter Internet-Suche, aktiver Zotero-Speicherung und vollstaendigen Zusammenfassungen pro Thema.
Orchestrate PRD creation from validated hypotheses — standard PRD output with 4 Risks confidence and hypothesis traceability
Orchestrate Opportunity discovery and hypothesis generation through business and user perspectives
Full recipe for a web research agent with memory, semantic search, hallucination verification, and source-cited synthesis.
Orchestrate hypothesis validation through type-appropriate methods — prototypes, code analysis, market research, and expert review
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights. — from science/research-methods
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights. — from science/research-methods
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights. — from science/research-methods
Authoring discipline for new AZIMUTH reference files and templates. Use when adding a new domain reference file, extending an existing one, or creating a new template.
Fallback workflow for regulatory research when web extraction tools fail on government PDFs
Use this agent when you need to research a repository's structure, documentation, and patterns -- architecture files, GitHub issues, contribution guidelines, and implementation…
Enforce academic rigor in technical report writing with mandatory structure, justified design decisions, formal IEEE citations, and objective impersonal style.
Extracts every outstanding action item from research team email threads — tasks assigned in lab meetings, follow-up analyses requested, methods to investigate, experiments to run,…
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…
Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting.
Comprehensive research and synthesis agent specializing in multi-source information gathering, critical analysis, and integrated knowledge synthesis.
Use when targeting 《研究与发展管理》(R&D Management — 复旦大学主办的研发/创新管理双月刊, 三审三校) or deciding whether a Chinese R&D/innovation-management manuscript fits this venue.
Scrape AI research URLs, archive with frontmatter, create GitHub Issues with identity verification. TRIGGERS - scrape research, archive findings, save ChatGPT share, save Gemini…
Preserve LLM research runs across Slack, AutomationMemory, Zotero, and R2. Use for `/learn` runs that collect papers and `/save` requests that ask to store research artifacts.
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Curate public-source links, saved notes, newsletters, documentation updates, release notes, market signals, and research snippets into safe daily or weekly briefs with source…
Whenever you do real external research (WebFetch, WebSearch, or Explore-agent fetches of URLs outside the repo), catalog it in docs/research/ before sending the synthesis back to…
Use when verifying claims before decisions, fact-checking statements against sources, conducting due diligence on vendor/competitor assertions, evaluating conflicting evidence,…
research/ 문서를 조회하여 패턴, 규칙, best practice 질문에 답변하고, 코드 조각의 패턴 부합 여부를 빠르게 확인한다. '어떻게 해야 해?', 'best practice가 뭐야?', '이 패턴 맞아?', '어떤 접근이 좋을까?', 'research에서 뭐라고 해?' 등 패턴 질문이나 의사결정 도움…
Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X).
USE FOR: orchestrating a 5-member Lean 4 research council (Α / Β / Γ / Δ / Ε) — RESEARCH loop (dual to RALPH), Rumsfeld epistemic mapping (known/unknown × known/unknown),…
Systematic research methodology for formulating problems, building evidence-based arguments, and communicating findings in academic contexts.
Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data…
Read research outline, launch independent agent for each item for deep research. Disable task output.
Get detailed information about a specific research finding or observation. Use when injected research mentions "[/research-detail ID]" for more sources and context.
Curates a rolling 12-week digest of high-signal papers, working papers, and publications on Org Design, Workforce Planning, and AI impact on the workforce.