Skills for your AI
Guides business development managers through complete SWOT analyses, from internal and external factor identification to matrices, templates, and scenario-specific reports. Use when the user asks for a SWOT analysis, competitive or market analysis, customer or
Runs a full SWOT analysis cycle — data collection, competitor benchmarking, prioritization, action plans, scenario analysis, framework integration, reporting, validation, and progress monitoring. Use when starting or updating a SWOT, ranking SWOT factors, buil
Checks what a shipped AI product's system prompt and tool schema actually say, by reading a dated archive of captured prompts instead of recalling them. Use before asserting or accepting any claim about an agent's instructions.
Designs retention strategies, surveys, exit interview analyses, performance systems, development, recognition, engagement, mentorship, flexibility, succession and communication plans for HR managers. Use when an HR manager needs to gather employee feedback, un
Creates validated implementation planning files (plan, details, implementation prompt) from verified research findings. Use when the user requests a feature, module, or change and needs a plan, when research must be validated or refreshed, or when multiple tas
Researches a task area deeply, evaluates alternatives, cross-checks findings, and documents them in ./.copilot-tracking/research/. Use when the user asks for research, investigation, or comparison of approaches before planning or implementation.
Writes one failing xUnit test from a GitHub issue before any implementation code, using the AAA pattern with FluentAssertions and AutoFixture. Use when starting work on a GitHub issue branch, when asked to write a failing test or TDD red-phase test, or when ex
Assists teachers with literature reviews, data collection and analysis, citations, proposals, ethics, and presentations. Use when a teacher needs help finding sources, designing a study, running statistics, formatting a paper, drafting a proposal, or preparing
Plans team building events end to end, from activity selection and venue comparison to logistics, agendas, invitations, supplies, and post-event surveys. Use when an HR manager needs help organizing a team building event, retreat, or special event.
Analyzes sports team chemistry — roster fit, leadership, role clarity, playing time, and locker room culture — and predicts trade or signing impact. Use when the user provides a roster, asks about player compatibility, leadership dynamics, role clarity, cultur
Guides technical support specialists through researching, testing, documenting, securing, and optimizing new technology integrations. Use when planning or troubleshooting an integration, writing integration docs or training, monitoring live performance, securi
Gathers and analyzes technology trend, market, competitor, regulatory and risk data and turns it into adoption, investment and strategy recommendations. Use when a technology manager needs trend research, industry report summaries, forecasts, competitive compa
Researches technology trends, analyzes adoption data, compares vendors and tools, assesses risk and feasibility, and plans AI/ML and skills strategy for IT support teams. Use when the user asks for trend research, vendor or tool comparisons, adoption or ticket
Researches repositories, documentation, versions, dependencies, and technical solutions to produce evidence-based reports and comparisons. Use when the user asks to analyze a repo, review API docs, compare implementations, check breaking changes, assess code q
Guides a Chief Sales Officer through technology research, vendor evaluation, requirements analysis, feasibility, security, PoC, ROI, adoption strategy and roadmaps. Use when evaluating or adopting a new technology, comparing vendors, or planning implementation
Assesses, plans, and executes technology adoption strategies for clients and the organization, covering market research, needs assessment, roadmaps, implementation, risk, vendors, change management, compliance, ROI, cloud migration, and trend scanning. Use whe
Plans technology implementations end to end for management consultants, covering research, infrastructure assessment, timelines, risks, cost-benefit, vendors, migration, training, and compliance. Use when a consultant needs a structured implementation plan, co
Plans technology integration projects end to end, from researching current systems and assessing compatibility to pilot tests, rollout planning and post-implementation monitoring. Use when the user needs baseline system analysis, integration opportunity lists,
Drafts and reviews technology policies across data privacy, AI governance, cybersecurity, and digital inclusion, covering research, risk assessment, stakeholder consultation, impact analysis, and monitoring frameworks. Use when researching technology trends, a
Builds a complete IT technology roadmap from research, stakeholder input, and analysis, covering trends, SWOT, cost-benefit, timeline, budget, vendors, change management, KPIs, and scalability. Use when an IT leader needs to draft, assess, or plan a technology
Builds and maintains technology roadmaps for R&D engineers, covering market analysis, technology assessment, resource planning, and reporting. Use when planning technology development, assessing adoption risks, mapping stakeholders, allocating resources, or do
Builds prioritized, stakeholder-ready technology roadmaps from a tech stack and business goals, covering trend research, stack analysis, vendor evaluation, risk and compliance, prioritization, scalability, portfolio and budget, talent planning, roadmap visuali
Turns raw data and stakeholder input into technology strategy analyses, roadmaps, governance frameworks, and investment recommendations. Use when the user needs a market or competitor scan, SWOT or risk assessment, stakeholder interview questions, a technology
Researches, analyzes, and forecasts technology trends across AI, cloud, cybersecurity and other domains, turning them into decision-ready IT strategy reports. Use when the user asks for industry trend research, technology impact analysis, competitor technology
