University Faculty Bundle | Prompeteer.ai

Syllabus design, research-paper structuring, peer-review responses, grant-narrative drafting, and tenure-dossier skills for faculty.

Included Skills (55)

  1. Gemini API — Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like multimodal inputs, tools, media generation, caching, batch prediction, and Live API.
  2. Skill Development Guide — This skill guides users in creating, improving, and organizing skills for Claude Code plugins, ensuring effective and modular agent capabilities.
  3. Documentation Co-Author — Guides users through a structured workflow for co-authoring documentation, ensuring efficient context transfer and iterative content refinement.
  4. Drawio Skill — Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Best suited when the diagram needs custom styling, rich shape vocabulary, swimlanes, or exportable images (PNG/SVG/PDF/JPG). Generates .drawio XML and exports locally via the native draw.io desktop CLI.
  5. Capacity Planner — Use when an ops leader (Director of CX, Head of Support, VP Ops, Head of BizOps, Head of IT ops, Head of Finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity or annual support capacity, or designing CS coverage — and needs Erlang-C queueing math, P90 demand sizing, shrinkage-adjusted FTE, manager-trigger thresholds, and a quarterly hiring sequence with ramp + attrition. Apply when sustained team utilization is above 80% or when the team is growing >50% in 12 months. Run before committing the headcount budget. This is NOT engineering capacity (see vpe-advisor for DORA + cycle time) and NOT strategic 3-year workforce planning (see chro-advisor).
  6. Bulk File Processor — Processes multiple files in parallel for bulk operations like format conversion, data extraction, and transformations, benefiting users needing efficient file handling.
  7. Meeting Summary Generator — Transforms meeting notes/transcripts into structured summaries, extracting key decisions and action items for improved team productivity.
  8. Maltego Transform Builder — Build custom Maltego transforms in Python for visual OSINT graph analysis, helping security researchers and threat intelligence analysts.
  9. Logstash Pipeline Configurator — Configure Logstash pipelines for log ingestion, parsing, and transformation, assisting users in building robust log processing solutions.
  10. Automated Research Agent — Automates scientific research workflows, including hypothesis generation, experiment design, data analysis, and paper writing, benefiting researchers and scientists.
  11. Observable Agent Builder — AgentScope helps developers build transparent and debuggable AI agents with full execution tracing and decision logging capabilities.
  12. Quality Manager Qms Iso13485 — ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.
  13. Skill Orchestration Engine — This skill orchestrates AI agents by scanning skills, matching capabilities, and coordinating multi-skill workflows for users, automating complex tasks.
  14. AI Search Optimizer — Optimizes content for AI search and LLM citations, enhancing visibility across AI-powered platforms for content creators and marketers.
  15. Agent Benchmark Toolkit — This skill tests and benchmarks LLM agents, providing capability assessment and reliability metrics for developers and researchers.
  16. AI Search Optimizer — Optimizes content for AI search and LLM citations, enhancing visibility in AI-generated answers for content creators.
  17. Agent Ecosystem Orchestrator — This skill orchestrates AI agents within an ecosystem, automating workflows by scanning skills, matching capabilities, and managing registries for efficient task coordination.
  18. Astronomy Data Toolkit — Astropy provides Python tools for astronomers, enabling coordinate transformations, unit conversions, and FITS file operations for research.
  19. Agent Evaluation Tool — This skill tests and benchmarks LLM agents, providing capability assessment and reliability metrics for developers and researchers.
  20. LLM Tool Calling — Enables LLMs to interact with external tools and APIs, empowering developers to build AI agents with real-world action capabilities.
  21. Image Processing Toolkit — Process and transform images using Sharp.js for Node.js, assisting developers with resizing, converting, and optimizing images efficiently.
  22. Agile Scrum Assistant — This skill helps software teams manage sprints, plan capacity, and improve team operations with intelligent, context-aware reporting.
  23. Astronomy Data Toolkit — Astropy offers Python tools for astronomers, enabling coordinate transformations, unit conversions, and astronomical data analysis.
  24. Operator Building Assistant — This skill helps developers build robust Kubernetes Operators by providing tools for CRD validation, reconcile-loop linting, and capability auditing.
  25. Operator Building Assistant — This skill assists developers building Kubernetes Operators by providing tools for CRD validation, reconcile loop linting, and capability auditing.
  26. Ab Test Setup — When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "conversion experiment," "statistical significance," or "test this." For tracking implementation, see analytics-tracking.
  27. Answer Engine Optimization (AEO) — Answer Engine Optimization (AEO) skill — optimize content to be cited by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) as authoritative sources. Distinct from SEO — AEO optimizes for citation in LLM-generated responses, not search rankings. Use when planning content for AI-first search audiences, auditing existing content for E-E-A-T signals, tracking which pages get cited by which LLMs, or building a citation-friendly content strategy. Triggers — 'AEO audit', 'optimize for ChatGPT', 'get cited by Perplexity', 'LLM citation strategy', 'answer engine optimization', 'content for AI search', 'E-E-A-T audit'. Output is a markdown audit report (default) or JSON for pipeline integration. Stdlib-only Python tools.
  28. Content Humanizer — Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).
  29. Proactive Threat Hunting — This skill proactively identifies threats by using hypothesis-driven hunting, IOC analysis, and anomaly detection for security analysts.
  30. Research Summarizer — Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw.
  31. UX Researcher Designer — UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.
  32. Capa Officer — CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.
  33. Qms Audit Expert — ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use when planning internal audits, executing audits, classifying findings, preparing for external audits, or managing an audit program.
  34. Dossier — Decision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. Forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. Output is an editable Word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. Uses WebSearch + WebFetch + free APIs (SEC EDGAR, GitHub, ProPublica) as workhorses; optional BYOK MCPs enhance coverage. Use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). Honors sensitivity exclusions for journalism + personal-vetting contexts.
  35. Audio Transcriber — Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration
  36. DOCX Document Processor — This skill creates, edits, and formats professional DOCX documents using the OpenXML SDK, assisting users with document-related tasks.
  37. Real-Time Chat Builder — Empowers Java developers to create real-time chat applications with thread management and message handling capabilities.
  38. Azure Text Translator — Provides real-time text translation, transliteration, and language detection capabilities for applications using the Azure AI Translator service.
  39. Application Insights SDK — This SDK manages Azure Application Insights resources, providing .NET developers application performance monitoring and observability capabilities.
  40. Agent Architecture Patterns — Provides proven design patterns for developers to build robust and efficient autonomous coding agents with tool-calling capabilities.
  41. Houdini Workflow Expert — Assists artists and technical directors in building procedural 3D workflows using SideFX Houdini's node-based architecture and scripting capabilities.
  42. Research — Hybrid Router + Fallback — 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 for course reading, patent for prior-art + IP landscape, dossier for entity research) or runs its own plan-decompose-multi-source-search-synthesize-cite fallback workflow when no specialist matches. Always surfaces the routing decision so users can override. Use when the user makes any research request that doesn't obviously match a more-specific specialist skill (e.g., "research [topic]", "look into [topic]", "what do we know about [topic]", "investigate [topic]", "find me information on [topic]", "do some research on [topic]", "I need to understand [topic]"). Output is a markdown briefing (default) or .docx document (on request) with full citations and an audit log.
  43. Grants — NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-facet Consensus positioning analysis (with draft Significance/Innovation language), maps the research to the right NIH institutes and study sections via RePORTER, finds NOSIs and funded overlap, and produces an editable Word document (.docx) with budget/scope-aware mechanism recommendations, submission timelines, and a mandatory program officer recommendation. Use when the user asks about research funding or makes any grant-related request (e.g., 'grants for [topic]', 'find grants for my research idea', 'what grants match my research', 'help me find NIH funding', 'grant opportunities for my research'). NIH-only scope — non-NIH funders (PCORI, DOD CDMRP, VA, foundations) are out of scope and flagged at intake.
  44. Xata Data Assistant — Provides expert guidance for developers using Xata, the serverless data platform with PostgreSQL, Elasticsearch, and AI capabilities.
  45. Apache Arrow Assistant — Provides expert guidance on Apache Arrow, assisting developers in using it for high-performance data interchange and columnar processing in Python and JavaScript.
  46. Apache Arrow Assistant — Provides expert guidance on Apache Arrow, assisting developers in using it for high-performance data interchange and columnar processing in Python and JavaScript.
  47. Apache Arrow Guide — Provides expert assistance for Apache Arrow, enabling developers to utilize its high-performance columnar format for data interchange and processing.
  48. Trieve Search Expert — Provides expert guidance for developers using Trieve, the all-in-one search infrastructure with built-in RAG capabilities.
  49. Webinar Marketing — When the user wants to plan, promote, run, or improve a webinar or virtual event to generate and convert demand. Use when the user mentions 'webinar,' 'virtual event,' 'online event,' 'live demo,' 'virtual summit,' 'workshop,' 'masterclass,' 'fireside chat,' 'roundtable,' 'registration funnel,' 'show-up rate,' 'attendance rate,' 'webinar promotion,' 'webinar follow-up,' or 'on-demand webinar.' Also use when they have a webinar that isn't converting — low registrations, low show-up, or attendees who don't buy — and want to diagnose and fix it. Covers the full funnel: registration, promotion, show-up, live engagement, live-to-close, and post-event nurture. Distinct from launch-strategy (full product launches) and email-sequence (lifecycle nurture) — this is the end-to-end webinar/event motion. NOT for in-person field events logistics, and NOT for generic lifecycle email (use email-sequence).
  50. Patent — Patent prior-art and landscape intelligence skill — not generic patent help. Commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation prior-art) before any search runs. Searches Google Patents, Espacenet, USPTO, and optionally Lens.org for citation-graph signals. Output is an editable Word document (.docx) with verdict, ranked closest art (claim-text extracted), CPC-class-aware landscape, family-resolved hits, geographic coverage, FTO flags where applicable, strategy recommendations, and full audit log. Use when the user asks for patent searching or analysis (e.g., 'prior art search for [invention]', 'freedom to operate analysis for [product]'). Produces search signal, not legal advice — always recommends consulting a patent attorney before filing or licensing decisions. Trademark, copyright, and trade-secret questions are out of scope.
  51. Pulse — 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/problems/opportunities/comparison), time window, and platform scope before searching. Returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis. Use when the user requests multi-source recency intelligence on a topic (e.g., 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]'), and for competitor research, trend discovery, tool comparisons, and audience sentiment analysis.
  52. Syllabus — Generates a curated supplementary reading list from any course syllabus using Consensus academic search. Grill-me intake (syllabus input format + course audience + year range) plus a grouping forcing-options checkpoint before any search runs — so the reading list matches the course's level and recency need. Parses the syllabus to extract topics and learning outcomes, searches Consensus for recent peer-reviewed papers per topic, and produces a professionally formatted .docx with clickable Consensus links, plain-language summaries calibrated to audience level, and Bloom-higher-order discussion questions tied to course learning goals. Use when the user uploads a syllabus, course outline, or curriculum document and wants supplementary readings (e.g., 'create a reading list from this syllabus', 'find recent papers for my course') — even casual mentions with a syllabus attached should trigger this skill.
  53. Brain Dump Capture — This skill transforms unstructured thoughts into organized projects, tasks, connections, and assistance requests, helping users clarify and act on their ideas.
  54. Cloudinary Media Manager — Manage images and videos using Cloudinary for optimization, transformations, and CDN delivery, assisting developers and content creators.
  55. Excel Data Processor — This skill processes Excel and CSV files, enabling data analysis, transformation, and report generation for users working with tabular data.