Create academic and research presentations using the パラグラフテンプレート (paragraph template) — a custom 4:3 slide template with topic-header/message/supporting-content structure.
Use this skill when a Director of Partner Development or Business Development Manager needs to identify, research, qualify, and pitch strategic partners — including Big 4…
Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease and mechanism theme — from…
This skill enables Claude to automatically detect performance regressions in a CI/CD pipeline. It analyzes performance metrics, such as response time and throughput, and compares…
This skill should be used when the user says \"researcher mode\", \"organize my research\", \"write up my notes\", \"track my research data\", \"share my findings\", \"request a…
Pharmacokinetics Profile Builder - Build a PK profile: FDA pharmacokinetics, clinical pharmacology, dosage info, and molecular properties.
Stress-test a design, flow, or PRD section by simulating how a specific persona would walk through it step by step.
Walk a founder or early-stage PM through finding product-market fit on a specific bet. Use when the user is pre-PMF (no validated value hypothesis), has a candidate insight +…
Guide user through defining initial PMF narrative with 6 dimensions, confidence scores, and validation priorities.
Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and…
This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion…
Use this skill when working with PostHog - product analytics, web analytics, feature flags, A/B testing, experiments, session replay, error tracking, surveys, LLM observability,…
Materials pre-check before any PPTX generation. ALWAYS run this skill FIRST when the user asks to create, generate, or make a presentation, slides, deck, or PPT.
触发：当你提出了方案、假设或判断，需要通过实践验证、试错迭代或复盘升级认知时调用；常见信号包括 experiment、prototype、validate、iterate、feedback loop。 English: Trigger when an idea, hypothesis, or plan must be tested in practice…
Shopping price comparison using Bright Data's web scraping infrastructure. Finds where a product is sold, for how much, and whether it's in stock — across Amazon, Walmart, eBay,…
Compares multiple study-route options for the same biomedical research question and recommends one primary plan, while explicitly explaining why alternative routes are secondary,…
Designs discovery, modeling, and validation workflows for prognostic biomarkers in biomedical and clinical research.
Manages research project lifecycle operations - archiving, creating, transitioning, and tracking project versions.
Generate a comprehensive project statistics report with language breakdown, git activity, test coverage, dependencies, and infrastructure detection.
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols;…
Use BEFORE capturing a new idea in a ps-release-workflow repo. Creates I-NNN- folder with spec/plan/research skeletons and commits the backlog entry on the release branch…
Query PubChem database for chemical structures, similar compounds, and bioactivity data. Use this skill when: (1) Converting drug name to molecular structure (SMILES, SDF), (2)…
Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero…
Run the quantum-lens visual verification gate for a UI route and emit fresh pass/fail evidence. Use this skill whenever a story renders UI and you are about to claim it is done,…
Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci.
This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
Use this skill to submit a short identifier list to Reactome Analysis Service and return compact pathway enrichment summaries.
Use this skill whenever the user wants to search, verify, screen, compare, or organize real academic papers and return traceable paper addresses or links, especially for…
The craftsman that turns a Vision (the experiential spec produced by `envision-the-experience`) into a real, running interface — by researching the truest, soundest means BEFORE…
Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context…
This skill helps users extract structured data from Reddit posts and comments via BrowserAct API. Agent should proactively apply this skill when users express needs like analyzing…
Analyze large PDF or PPTX reports (consulting, research, market analysis) and produce a structured summary with key data, insights, and section overview.
This skill should be used when the user asks about "feedback loops", "iterate on requirements", "continuous documentation", "refine requirements", "update requirements",…
Use this skill whenever a researcher wants to test, validate, stress-test, or falsify a research idea or hypothesis — especially in AI/ML/deep learning.
Gathers and lists research resources (academic papers, patents, websites, business cases) for specified research domains.
General-purpose web research and evidence synthesis. Decomposes any question into precise sub-questions, searches systematically, evaluates source quality, cross-checks claims…
Iteratively refines a research analysis through multi-specialist critique and quality gates until it reaches publication-ready quality.
Specialist evidence synthesis for medical, public health, and epidemiological questions. Frames questions using PICO/PECO, prioritises systematic reviews, meta-analyses, and…
Package conversation research into a GSD-ready mission package. Produces a three-stage Vision → Research → Mission pipeline as a LaTeX PDF following GSD/NASA SE methodology,…
Review and analyze academic research papers. Use this skill when the user asks to review a paper, analyze a publication, summarize research, critique methodology, extract key…
A structured workflow for AI-assisted development using research, planning, and systematic implementation phases. Users refer to this skill as RPI, rpi or Research Plan Implement.
This skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures",…
This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告",…
Reframe a plan, idea, or decision before the user commits to it. Use when the user asks to rethink, step back, pressure-test, gut-check, decide, right-size, simplify, think bigger…
Use this skill when the user (or an agent flow) wants to take a **committed or concluded** Chronicle experiment — or a single variation — out of use while preserving the record:…
Analyzes RFPs for media, creative, CRM, or full-service agency pitches and generates structured 8-chapter responses with research, strategic framing, operating model, measurement…
RICE-score RHAISTRAT or RHOAISTRAT Feature tickets in Jira. Researches each ticket's description, strategy attachments, review docs, linked RFEs, and comments, then sets…
This skill should be used when the user asks to write, reorganize, polish, or format Chinese master's or doctoral thesis chapters, especially literature reviews, introductions,…
This skill should be used when the user asks to "write a research report", "create a plan document for review", "produce a polished design doc", "draft a comparison sheet",…
This skill should be used when designing, running, validating, or auditing statistical experiments on personal or observational time-series data (health metrics, speech/text…
Run benchmark evaluations for any skill. Reads evals/evals.json from the target skill, spawns parallel with-skill and without-skill agent runs, grades outputs against assertions,…
Enforce evidence-based responses for any science-related discussion. Use this skill whenever the conversation involves ANY scientific topic — including but not limited to physics,…
Guide for creating effective skills for fundamental physics research. This skill should be used when users want to create a new skill (or update an existing skill) that extends…
This skill introduces deliberate pauses in task execution. Use when the agent needs to consider next steps, evaluate intermediate results, or wait for processes to complete.
Use this skill whenever the user asks for a graphical abstract, mechanism illustration, study design schematic, concept explainer, scientific cover art, or any non-data academic…
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with…
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions.
Market research powered by live web data. Use this skill when the user wants to understand a market, category, or customer segment — including consumer sentiment, demand and trend…
DEFAULT search tool for ALL search/lookup needs. Multi-source search and deduplication layer with intent-aware scoring.