Skills for your AI
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
Analyzes research papers, datasets, patents, funding records, and social media to identify trends, gaps, and opportunities and reports them as summaries, statistics, visualizations, and recommendations. Use when a scientist asks for a literature review, datase
Assists teaching assistants with research tasks including literature search and review, data analysis, citation management, editing, research design, ethics, surveys, visualization, presentations, funding, and publication advice. Use when the user brings a res
Uncovers, evaluates and plans new revenue streams through market research, segmentation, pricing, partnership, feasibility, risk and tracking analysis. Use when the user wants to find or validate revenue opportunities, model projections, or plan go-to-market f
Analyzes a company's SaaS subscriptions and produces a cost-saving replacement plan with AI-agent alternatives, including feasibility tiers, build-vs-buy economics, priority matrix, timeline, and risk assessment. Use when the user shares a SaaS tool list, asks
Guides researchers through Constitutional AI alignment, covering supervised self-critique and revision, RLAIF training, constitution design, dataset preparation, and compute planning. Use when training harmless models without human labels, setting up SFT or RL
Develops and updates workplace safety training programs, materials, modules, assessments, and feedback surveys from research through review. Use when a safety engineer needs regulation research, training content drafts, interactive modules, case studies, progr
Gathers, analyzes, and reports salary benchmarking data including role matching, market research, pay equity, cost-of-living adjustments, incentive plans, and benchmark updates. Use when the user needs salary data collected, job descriptions mapped to benchmar
Researches market compensation, calculates total comp, and drafts counter-offer scripts and negotiation strategy for job offers and salary discussions. Use when the user has a job offer, wants market rate research, needs a counter-offer email or call script, o
