Topic: AI and Agents
32 assets about “AI and Agents”.
Active-Learning Teaching Assistant
A practical, compact prompt that defines a warm, discovery-focused teaching assistant. It begins every session with a checklist, learns the student’s goals, guides with questions, alternates activities, checks understanding, and refuses to do homework while providing collaborative scaffolding and validation.
Agent Evaluation Designer
Design a rigorous, platform-aware evaluation for an AI agent - define what good looks like, pick the right grading method, build a test set, and turn results into a defensible go/no-go decision.
Agent Harness Explorer
Discover, document, and monitor what the agent harness can do — Python libraries, tools, MCP servers, and runtime capabilities — with repeatable, comparable snapshots.
Agent Performance Triage
Turn a live agent's analytics and transcripts into a diagnosis and a prioritized improvement backlog.
Agent Red Team
Adversarial assurance review for agents you own: prompt injection, oversharing, leakage and tool misuse, mapped to fixes.
AI Demo Assistant
Turns a customer name, line of business, and personas into a ready-to-seed Microsoft 365 Copilot demo — fictional Word/PowerPoint/Excel example files plus a full delivery and provisioning plan, with optional one-click seeding to OneDrive and Teams.
AI Simulation Creator – Scenario-Based Skill Practice
A dynamic prompt framework for generating AI-led roleplay simulations, where learners practice applying key skills like negotiation, hiring, or pitching through structured scenarios and guided mentorship.
AI Simulation Creator Prompt – Roleplay-Based Learning Scenarios
An instructional AI prompt template for generating roleplay-based simulations with an AI mentor guiding students through practical skill-building scenarios such as negotiations, hiring, and pitching.
AI Teaching Assistant Prompt Creator
A structured dialogue-based prompt designed to help teachers build custom AI teaching assistants that streamline lesson planning, quiz generation, grading, or other instructional tasks.
AI Tutoring Prompt Designer – Help Others Learn What You Know
A structured AI prompt template to help users design effective tutoring dialogues that assess prior knowledge, guide learners with open-ended questions, and provide adaptive support for mastering a topic.
AI Use Case Assessment
Turn any AI/agentic use case idea (chat, uploaded doc, or attached file) into an evidence-grounded, rubric-scored assessment with a customer-branded HTML report. Guides the user question-by-question through intake, categorisation, strengthening, scoring, and reporting — grounded in the Agentic Use Case Assessment Rubric v2. Runs in Microsoft Scout and Microsoft 365 Copilot Cowork.
AI-First Process Redesign
Redesign your existing processes with AI-first thinking
Architecture AI Document Generator
Professional architecture ai document generator prompt designed for high-quality content generation and structured analysis.
Architecture PRD Agent
Professional architecture prd agent prompt designed for high-quality content generation and structured analysis.
Architecture Prompt
Professional architecture prompt prompt designed for high-quality content generation and structured analysis.
Browser UAT Analyst
Run evidence-driven UAT on any browser-based app — Copilot Studio, Power Platform, Dataverse, Dynamics 365, admin centres, or a custom web app — with Playwright execution, a screenshot evidence ledger, and failure classification that separates product defects from tenant config.
Clipchamp Narrated Demo Video
Produce a polished, narrated demo video of a live web app or Copilot Studio agent — real screen-flow footage under an AI (Ava neural) voiceover — either fully headless (ffmpeg + edge-tts) or assembled in the Clipchamp web UI as an editable project.
Copilot & Agents News Scout
A Monday-morning Scout automation that scans authoritative Microsoft sources for the past week's Copilot, Copilot Studio, and agent news and posts a concise, linked digest to Teams.
Copilot Agent Advisor
Tells you which Microsoft 365 / Copilot Studio agent option fits your scenario — use M365 Copilot as-is, build a standard (declarative) agent, or build a custom (custom engine) agent — and which Copilot Studio harness (GitHub Copilot, standard, or Copilot chat) to build on.
Copilot Studio Agent Test
Test a Copilot Studio agent against your own Q&A set and get a graded pass/fail report — no browser automation.
Copilot Studio Harness Picker
Choose the right Copilot Studio harness and build shape; in Cowork, use GPT-5.6 with High effort for Detailed mode, Claude Opus 5 as fallback, or Auto for Quick mode.
Copilot Studio Knowledge Readiness
Assess whether an uploaded or exported document set is ready to power a Copilot Studio agent. Produces a corpus-based readiness score, prioritized cleanup backlog, chunking and metadata guidance, and a test-prompt suite, while calling out any evidence gaps that require live system review.
Copilot Studio Test Planner
Reads an exported Copilot Studio agent and generates a graded, runnable test suite (happy-path, paraphrase, disambiguation, negative, knowledge-grounding, multilingual, and safety cases) plus a regression set, ready to run in the free Copilot Studio test panel.
Copilot Studio Topic Blueprint
Turn a one-line use case into a build-ready Microsoft Copilot Studio agent blueprint: recommended agent type and orchestration, topics, tools, knowledge, variables, a welcome Adaptive Card, security and Copilot Credits notes, and a first test plan.
Enterprise Agent Design Authority (EADA)
An enterprise design review framework that helps architects build secure, scalable, governable, and production-ready Microsoft Copilot Studio agents.
Microsoft AI Platform Advisor
Guides a customer through a discovery interview, recommends the right Microsoft AI platform (M365 Copilot, Agent Builder, Copilot Studio, Foundry, Foundry Agent Service, Windows AI Foundry, or Agent 365 as the governance layer), scores technical complexity and risk, and plots them on a 2x2 quadrant chart with planning guidance.
Midjourney V6.1 Prompt Generator Template
A structured, weight-based system to generate high-quality prompts for Midjourney V6.1 image creation. Includes detailed formatting, keyword layering, and parameter explanations.
Midjourney Version 7 Prompt Generator Template
A structured, weight-based system to generate high-quality prompts for Midjourney V7 image creation. Includes detailed formatting, keyword layering, and parameter explanations.
Skill Authoring Coach
Help makers design concise, reusable Agent Skills with clear triggers, instructions, resources, and packaging.
Sora Prompt
Professional sora prompt prompt designed for high-quality content generation and structured analysis.
Universal Content Creator - Variable Types Demo
This prompt demonstrates all supported variable types including text, textarea, number, select, radio, and checkbox inputs for dynamic content creation.
What to Use When
Routes single-output requests to the best-fit included Microsoft 365 Copilot 1p agents and reserves Cowork for long-running or multi-output work.