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.
Use when after generating ChIP pileup and local lambda (background) BEDGRAPH tracks with matched sequencing depth, use this skill to assign statistical significance scores to each…
Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and…
Comprehensive, extraction-verified reference for Portfolio123 (P123), the systematic equity research platform: factor investing, stock screening, ranking systems, backtesting, and…
Find open PhD positions, funded studentships, fellowships, or labs actively recruiting students that match the applicant's profile.
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,…
Calculate peak current draw, voltage drop, heat dissipation and cooling paths for hardware subsystems.
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.
Pragmatic Domain-Driven Design for Laravel projects — business-first, not academic. Helps restructure Laravel apps from default flat structure into domain-based organisation with…
Search Nava's Project Index spaces to find relevant past performance, similar work, and project capabilities for proposal 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 protoc — from…
Use this skill when picking which kind of prototype to build for the question at hand — concept (exploratory), throwaway (testing one specific aspect), or evolutionary…
Use this skill when deciding what to prototype, what fidelity to use, and when to stop prototyping and ship.
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)…
This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or…
Search PubMed and retrieve structured biomedical literature with PMID lists, abstracts, MeSH terms, publication types, and PMC IDs for full-text access.
Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks…
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 when users need comprehensive research on a topic requiring exploration of multiple sources, synthesis of findings, and a well-structured report with…
This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
> Use this skill whenever a company asks about claiming a research and development tax credit, super-deduction, refundable cash incentive, or grant tied to R&D.
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…
Use this skill to access Reddit's full data archive via reddapi.dev API. Features semantic search, subreddit discovery, and real-time trend analysis.
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 — from…
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 — from…
Autonomous Polymarket research and directional trading system focused on maximizing PnL through information edge and probability assessment.
Use when after a CNN model has generated predicted molecular embeddings from mass spectrometry data, use this skill to match those predictions against a curated reference — from…
This skill performs protein-mediated regulatory community analysis from ChIA-PET datasets and provide a way for visualizing the communities.
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 synthesizing multi-source research, presenting findings with attribution, or when "report", "findings", or "synthesis" are mentioned.
User-authored report workflow skill. Use this skill whenever the user is creating, writing, or editing a report, academic assignment, or document.
Help an author prepare a complete World Bank reproducibility package from an existing research project (Stata, R, Python, Julia, Matlab, or mixed).
This skill should be used when the user asks about "feedback loops", "iterate on requirements", "continuous documentation", "refine requirements", "update requirements",…
Use this skill when you need to research and gather external best practices, documentation, and examples for any technology, framework, or development practice.
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.
Research Engineer for initial investigation, data gathering, and feasibility studies. Use this skill when exploring new technologies, analyzing existing systems, or gathering…
This skill should be used when the user asks about frameworks (React, Next.js, FastAPI, PydanticAI, Supabase, LiveKit, LlamaIndex, Tailwind, Zustand, etc.), when implementing new…
Use this skill when you need to gather comprehensive documentation and best practices for frameworks, libraries, or dependencies in your project.
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…
Git-aware skill for finding implementation patterns and retrieving story context from git history. Use when searching for similar implementations or understanding how a feature…
Iteratively refines a research analysis through multi-specialist critique and quality gates until it reaches publication-ready quality.
Executes Phases 1-3 of the L2 process of the abap_wiki knowledge base on a slice: launches the abap-functional-researcher sub-agent (gap discovery + multi-source auto-research:…
Use this skill when you need to search institutional learnings in docs/solutions/ for relevant past solutions before implementing a new feature or fixing a problem.
Specialist evidence synthesis for medical, public health, and epidemiological questions. Frames questions using PICO/PECO, prioritises systematic reviews, meta-analyses, and…