Skills for your AI
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
Analyzes project scope, resource availability, utilization, and risks to propose allocation strategies, resolve conflicts, and document decisions. Use when planning staffing for a new project, checking who is free, reviewing utilization, resolving overbooking,
Guides customers and support representatives through returns and refunds end to end, including eligibility checks, labels, status, refund math, disputes, alternatives, troubleshooting, and feedback. Use when a customer wants to start a return, needs a label, a
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
Plans review acquisition systems, customer prompts, timing, and response frameworks. Use when the user asks to generate more reviews or improve review quality.
Identifies, assesses, mitigates, monitors, and reports business risks with prioritized registers, scenario plans, and stakeholder communications. Use when the user asks for risk analysis, mitigation strategies, risk monitoring, risk reports, scenario planning,
Identifies, assesses, prioritizes, and mitigates organizational risks from connected data, producing reports, mitigation plans, playbooks, monitoring alerts, and compliance findings. Use when the user asks for risk analysis, risk prioritization, mitigation pla
Compiles a proven SKILL.md into a deterministic pipeline via the rote CLI, then registers and serves it as MCP tools. Use when the user wants to compile a skill, turn a skill into a pipeline, pick a runtime target, or serve and register compiled pipelines.
Plans, analyzes, and refines transportation routes from owner-supplied delivery, traffic, GPS, cost, and historical data, returning route plans, cost and risk reports, and deviation alerts. Use when planning routes, analyzing traffic, estimating ETAs, balancin
Tracks royalties, licenses, copyrights, PRO registrations, and rights for vocal artists and singer-songwriters, producing reports, databases, and step-by-step guides. Use when the user wants to compare royalty earnings, review or manage licensing and publishin
Compiles Rust code, runs tests, and applies minimal fixes until the project builds and all tests pass. Use when the user provides Rust files or a project in VS Code and wants build errors or failing tests resolved.
