Synthesizes all pipeline handoffs into a single human-readable project brief. Use when user says "generate docs", "create documentation", "document the project"
Processes expense receipts and creates expense report entries following company policies with approval thresholds and validation rules. Use when user says "log
Use when doing ANY task involving Rayfin — scaffolding, data models, decorators, auth, deployment, CLI commands, or client setup. Triggers: rayfin, rayfin init,
Identifies accounts showing warning signs of churn by analyzing activity trends, support cases, and engagement signals. Scores risk and prioritizes intervention
Verify and create SDD Framework documentation templates (feature spec, migration spec, envisioning, ADR templates). Use when initializing a project or checking
Formatting and style rules for markdown documentation. Use when generating or editing any project markdown document. Do not use for source code, code comments,
Branch management for implementation. Use when you need to create a branch, switch branches, checkout, or verify branching strategy before implementing code. Do
Validation and diagnostic skill for HASTE. Compare planned vs implemented work, generate diagnostic reports, and feed misses back into skill refinement. Use whe
The Architect skill — designs Microsoft Fabric architectures and produces the FINAL architecture handoff. Use when user says "design architecture", "which task
Comprehensive guide to all Copilot CLI running modes: Interactive, Plan, Autopilot, Fleet, Research, Chronicle, and Delegate. Use when asked about CLI modes, wo
Analyzes successful product customers to identify patterns, then finds similar accounts that are good cross-sell candidates with fit scores and reasoning. Use w
Analyzes opportunity data and activity notes to generate competitive intelligence including win/loss rates by competitor, patterns, and rep-ready battlecard tal
Operational tips and best practices for working with Microsoft Fabric Data Factory MCP tools. Use when executing queries, troubleshooting timeouts, creating dat
Development guidance for contributing to the PowerPlatform Dataverse Client Python SDK repository. Use when working on SDK development tasks like adding feature
Use this skill when the user's Copilot Studio agent evaluations have come back and they need to interpret scores, diagnose root causes of underperforming test c
Run a multi-perspective planning process for non-trivial design decisions. Use when: the shape of a solution is uncertain, planning new language features, new p
AUTHOR SKILL (internal to microsoft/aspire-skills). Reviews pull requests into this repo for problems only — bugs, regressions, missing eval coverage, frontmatt
Generate a daily analytics report of what GitHub Copilot helped accomplish. Shows tasks completed, human effort equivalent, token usage, and a narrative story.
Iterative review loop using any lens agent against any target (plan, code, design). Use when you want to run a focused review cycle: spawn a fresh reviewer suba
Collects intake (project name + problem statement), scaffolds the project, infers architectural signals, and produces a Discovery Brief. This is the DEFAULT fir
BC-Bench example skill — a no-op skill that only exists to prove the BC-Bench plugins experiment toggle installed a plugin into the agent's isolated config home
Build deterministic multi-step, multi-agent workflows in Python with the Microsoft Agent Framework (agent-framework). Use when composing Executor nodes and edge