Skills for your AI
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
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
Guides web developers through choosing, implementing, securing, optimizing, and troubleshooting real-time web technologies such as WebSockets, SSE, WebRTC, and Socket.IO. Use when comparing real-time options, integrating live updates, syncing data, building co
Diagnoses and resolves remote technical support issues across connectivity, software, security, performance, email, printers, backup, remote access, VPN, and data migration. Use when a user reports a technical problem, needs setup or configuration help, or req
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
Critiques requests for logical, complexity, or feasibility flaws, selects optimal languages and tools, writes complete placeholder-free implementations with tests, provides formal verification and complexity analysis, and optimizes only after a correct baselin
Guides research scientists through ethics reviews, consent forms, privacy and anonymization, bias mitigation, conflicts of interest, dual-use technology, misconduct detection, and vulnerable population protections. Use when planning a study, preparing an ethic
Drafts and reviews competitive research and school grant proposals across NSF, NIH, DOE, and DARPA, covering opportunity search, literature review, narratives, budgets, timelines, data analysis, compliance, reporting, and resubmission. Use when the user needs
Generates and refines research ideas, methodologies, proposals, and presentations for process development scientists. Use when brainstorming research topics, mapping knowledge gaps, proposing methods, evaluating emerging technologies, planning cross-functional
Assesses research impact across literature review, data collection, analysis, reporting, and stakeholder communication. Use when summarizing research literature, identifying data sources, designing surveys or interviews, analyzing survey or impact data, writin
Looks up current research, protocols, statistics, and citations using Perplexity Sonar models via OpenRouter, selecting the model by query complexity. Use when the user asks for recent papers or studies, technical or methodological procedures, current statisti
Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on "design this clinical study", "what sample size", "R&D budget
Orchestrates multi-phase research projects by clarifying queries, generating briefs, planning agent assignments, coordinating execution, and synthesizing traceable reports. Use when a complex research request needs phased planning, delegation, quality gates, o
Summarizes research papers, extracts findings, compares studies, formats citations, and builds literature-review workflows for laboratory managers. Use when a lab manager needs a paper section summarized, key findings extracted, papers compared, citations form
Merges findings from multiple researcher output files into a structured, sourced synthesis with themes, contradictions, evidence quality, and knowledge gaps. Use when consolidating researcher outputs, resolving conflicting claims, or producing synthesis-summar
Systematically researches and validates a technical spike document through recursive documentation mining, code analysis, and permission-gated experiments, keeping the document updated in real time. Use when given a spike document path to investigate, validate
Finds, analyzes, and applies research evidence for school leadership, producing literature reviews, statistics, surveys, reports, citations, visualizations, proposals, reviews, ethics guidance, and improvement plans. Use when a headteacher needs evidence turne
