Skills for your AI
Predicts protein function, structure, domains, interactions, pathways, disease associations, drug targets, enzyme stability, and subcellular localization from sequence data. Use when a user supplies an amino acid sequence or protein data and asks for functiona
Designs, analyzes, and acts on workplace psychological safety assessments, surveys, training, policies, and reports. Use when the user needs a psychological safety survey, wants survey or focus group data analyzed for themes, needs training materials, communic
Turns survey, social media, and news opinion data into sentiment, topic, trend, stakeholder, demographic, and trust insights for policy decisions. Use when analyzing public opinion on a policy or issue, monitoring sentiment in real time, designing polls, or ev
Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days). Forcing intake clarifies topic specificity, angle (trend/sentiment/p
Analyzes crystal structures, phase diagrams, and electronic structure with Pymatgen, including symmetry, coordination, stability, band gaps, DOS, and file format conversion. Use when the user provides a CIF, POSCAR, XYZ, or vasprun.xml file, asks about space g
Reads, writes, and analyzes SAM/BAM/CRAM alignments, VCF/BCF variants, and FASTA/FASTQ sequences with pysam, including region fetches, coverage, filtering, and index creation. Use when the user asks to fetch reads or variants by region, calculate coverage, fil
Loads PyTDC drug discovery datasets, applies standard splits, evaluates predictions with standard metrics, runs ADMET benchmarks, and scores molecules with oracles. Use when the user asks for ADME, Tox, HTS, QM, DTI, DDI, PPI, MolGen, or RetroSyn datasets, dat
Researches, drafts, communicates, and monitors updates to quality standards, including guidelines, training, feedback surveys, compliance tools, risk assessments, and calibration instructions. Use when a quality control inspector needs to update, document, tra
Analyzes research queries for clarity against five criteria, assigns a confidence score, and returns structured JSON with a decision, clarification questions, refined query, and focus areas. Use when a user submits a research query and you need to decide wheth
Builds and queries FAISS vector indexes for nearest-neighbor similarity search, covering index type selection, index construction and training, k-NN search, save/load, GPU acceleration, and LangChain or LlamaIndex integration. Use when the user needs to choose
Creates, queries, and manages Pinecone indexes for production RAG and semantic search, including upserts, deletes, hybrid search, metadata filtering and namespaces. Use when the user asks to create or describe a Pinecone index, upsert or delete vectors, run si
Finds, verifies, and organizes continuing education resources for real estate brokers—courses, events, workshops, publications, mentors, communities, research tools, and certification programs—and tracks regulatory changes. Use when a broker needs CE courses,
Scouts real estate investment opportunities through market and location research, comparative market analysis, rental yield and ROI modeling, risk assessment, competitive analysis, compliance summaries, strategy development, and investor reporting. Use when a
Analyzes Reddit threads for sentiment, key arguments, consensus, and controversial topics, delivering a structured markdown report with exact scores and verbatim quotes. Use when given a Reddit thread URL or asked about Reddit opinions on a topic.
Minimizes total codebase size by biasing toward deletion and measuring end-state code amount. Use when the user explicitly asks to reduce entropy in a codebase, evaluate whether a codebase is minimal, measure lines before and after a change, or find deletion o
Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. Use when the user says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger pic
Analyzes renewable energy markets, technologies, policies, projects, and impacts for sustainability analysts. Use when the user needs market or ROI analysis, cost-benefit studies, policy research, technology comparisons, feasibility and siting studies, impact
Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus f
Conducts multi-source research and synthesizes findings into structured reports with trend analysis, competitive and market analysis, and regulatory tracking. Use when the user requests research on a topic, market or competitor analysis, trend forecasting, reg
Collects, organizes, analyzes, and reports research data from web, surveys, internal documents, and feedback to support finance reporting and decisions. Use when the user needs market or competitor research, data collection, survey design, report writing, lite
Plans, organizes, analyzes, and polishes literature reviews from topic generation through synthesis and citation formatting. Use when a research associate needs search terms, source evaluation, summaries, gap identification, review outlines, citations, editing
Turns a refined research query into a structured JSON research brief with questions, keywords, source weights, scope and success criteria. Use when the user supplies a refined research query and wants a brief, or asks to revise an existing brief.
Coordinates collaborative research work including literature review, communication drafting, project planning, stakeholder and conflict management, knowledge products, platform setup, matchmaking, workshops, funding research, impact assessment, and best practi
Plans and coordinates complex research tasks by assessing complexity, allocating specialist researchers, defining iteration strategies, and producing a structured JSON execution plan. Use when a research brief needs scoping, task allocation, iteration planning
