Microsoft

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Manage Headers · microsoft bundle
Inspects and configures the security headers a Power Pages site sends to browsers — Content Security Policy, frame and clickjacking protection, cross-origin sharing, cookie behavior, and related site settings. Identifies gaps and walks the user through fixes. Use when the user wants to review headers, fix CSP errors, allow embedding in another site, control cross-origin access, harden cookie settings, or asks "are my browser settings safe?", "fix my CSP", "set up CORS" — even if they only mention a specific header name without saying "security headers".

2.7k repo stars
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Setup Pipeline · microsoft bundle
Sets up a Power Platform Pipeline for automated Power Pages deployments. Power Platform Pipelines is Microsoft's native CI/CD tool built into the Power Platform — no external infrastructure required. Use when asked to: "set up ci/cd", "create pipeline", "setup pipeline", "set up power platform pipelines", "create power pipelines", "automate deployments", "set up automated deployment", "create deployment pipeline", "use power pipelines". Also handles: "set up github actions" or "set up azure devops pipeline" (shows coming-soon guidance for those platforms).

2.7k repo stars
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Setup Solution · microsoft bundle
Creates a Dataverse publisher and solution, then adds Power Pages site components to the solution for ALM and deployment management. Use when asked to: "create solution", "set up solution", "add to solution", "package site into solution", "create publisher", "solutionize my site", or "set up ALM for my site".

2.7k repo stars
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Add Sample Data · microsoft
Use when the user wants to seed Dataverse tables with realistic sample records so a freshly-scaffolded code app shows real-looking data on first launch. Generates contextually appropriate rows from each table's schema and inserts them in dependency order. Mirrors microsoft/power-platform-skills/power-pages/add-sample-data, adapted for mobile apps.

2.7k repo stars
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Deploy · microsoft
Builds and deploys a Power Apps code app to Power Platform. Use when deploying changes, redeploying an existing app, or pushing updates.

2.7k repo stars
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Genpage · microsoft bundle
Creates, updates, and deploys Power Apps generative pages for model-driven apps using React v17, TypeScript, and Fluent UI V9. Orchestrates specialist agents for planning, entity creation, and code generation. Use it when user asks to build, retrieve, or update a page in an existing Microsoft Power Apps model-driven app. Use it when user mentions "generative page", "page in a model-driven", or "genux". This skill stands alone and does not require /app-builder — but if the user wants a whole app built (tables, forms, views, sitemap) rather than pages for an app that already exists, use /app-builder instead.

2.7k repo stars
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Add Excel · microsoft
Adds Excel Online (Business) connector to a Power Apps code app. Use when reading or writing Excel workbook data from OneDrive or SharePoint.

2.7k repo stars
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Add Teams · microsoft
Adds Microsoft Teams connector to a Power Apps code app. Use when sending Teams messages, posting to channels, or integrating with Teams chat.

2.7k repo stars
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Add SEO · microsoft bundle
Adds SEO essentials to a Power Pages code site, including robots.txt, sitemap.xml, meta tags, Open Graph tags, and favicon configuration. Use when the user wants to improve search engine optimization or make their site more searchable.

2.7k repo stars
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Add Workiq · microsoft
Adds Work IQ (M365 Copilot Search) to a Power Apps code app via the Work IQ Copilot MCP connector (shared_a365copilotchatmcp), then wires up a production-ready McpSession wrapper for AI-powered, knowledge-grounded search and chat. Use when integrating Microsoft 365 Copilot search/chat. The CopilotChat tool searches internal Microsoft 365 content (documents, emails, chats, sites, files) across your organization — prefer workload-specific tools (SharePoint, OneDrive, Teams, Mail) when the workload is explicit; do not use it for general knowledge, news, public web, or external information.

2.7k repo stars
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Edit App · microsoft
Use when the user wants to iterate on an existing generated Power Apps mobile app after /create-mobile-app: update the plan, data model, native capabilities, design, screens, generated app code, and preview without restarting the full project flow.

2.7k repo stars
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Setup · microsoft
Set up Power Automate CLI prerequisites. Use when the user is new, something isn't working, or they need help getting started.

2.7k repo stars
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Plan Alm · microsoft bundle
Creates an ALM (Application Lifecycle Management) plan for deploying a Power Pages site across environments. Gathers your promotion strategy, target environments, and approval requirements upfront, then generates a visual HTML plan document for your review and approval. **plan-alm does not deploy anything itself** — it is a planner. After you approve the plan, run the individual ALM skills (setup-solution, setup-pipeline, deploy-pipeline, or export-solution/import-solution); each detects the approved plan and executes the right step in order, keeping the plan updated as it runs. Use when asked to: "plan my alm", "set up alm", "create deployment plan", "plan my deployments", "help me deploy to multiple environments", "set up promotion strategy", "create cicd plan", "plan site promotion", "help me go to production", "set up pipeline for my site".

2.7k repo stars
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Debug App · microsoft
Use when the user has finished building a mobile app, started it with `npm run dev`, and wants the running app monitored for runtime errors AND silent failures (empty lists, blank screens, swallowed network errors) and fixed autonomously. Accepts a free-text symptom (e.g., `/debug-app "todos not appearing on home screen"`) to drive terminal-log diagnostics — injects temporary console.log statements at data-path boundaries, reads Metro terminal output, and cleans up logs after the root cause is fixed. Otherwise polls the Metro terminal every 5s, classifies errors using an 8-category table, fixes inline or routes to the right skill, verifies each fix from terminal output, and exits after 3 consecutive clean polls. Foreground loop — blocks the conversation while running. Run only after the app is loaded.

2.7k repo stars
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Scan Site · microsoft bundle
Runs a security scan on a deployed Power Pages site, fetches the latest scan report, and produces a plain-language summary. Scans the live site's public surface for vulnerabilities and surfaces issues by severity. Use when the user wants to scan, check, test, audit, or assess a published site, find vulnerabilities on production, view the latest scan report, see previous scan results, run a security audit, or asks "how safe is my live site?", "is my site vulnerable?", "audit my production site" — even if they say "find issues" or "check for problems" without mentioning "scan" or "security".

2.7k repo stars
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Test Site · microsoft
Tests a deployed, activated Power Pages site at runtime using browser-based navigation, page crawling, and API request verification via Playwright. Use when the user wants to test, verify, or smoke-test their deployed site.

2.7k repo stars
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Add Onedrive · microsoft
Adds OneDrive for Business connector to a Power Apps code app. Use when uploading, downloading, listing, or managing files in OneDrive.

2.7k repo stars
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Add Native · microsoft
Public entry point for native device capabilities and native controls — camera, image picker, barcode/QR scanner, document picker, file picker, secure storage, file system, sharing, PDF generation/viewing, pen/signature capture, background GPS/geolocation tracking, or supported local file workflows — in a Power Apps mobile app. Also owns routing to internal camera/PDF/pen/geolocation implementation helpers and the guidance boundary between native wrappers and Dataverse File/Image host controls.

2.7k repo stars
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App Builder · microsoft
(Preview) Builds and edits a model-driven Power Apps app from a natural-language intent — tables, columns, relationships, adaptive forms with sub-grids, views, Choice-column charts, business rules, business process flows, generative page intents for overview/dashboard surfaces (page `.tsx` generated in generate-pages after plan approval), and an app module + sitemap — via the headless cds-maker-sdk. Runs an interactive, multi-turn authoring flow (env selection, jobs-to-be-done first, then design-only App Spec authoring across confirmed levels, guardrail lint, plan-mode approval, generate-pages, full build) and a narrated build, and can download a deployed app back into an editable spec to change it. Use when the user says "build an app for X", "create a model-driven app", "make me an app to manage Y", "add a business process flow", or "edit/add to my app". This skill stands alone and does not require /genpage — but for a standalone generative page added to an app that already exists, use /genpage instead.

2.7k repo stars
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Add Connector · microsoft
Adds any Power Platform connector to a Power Apps code app. Generic fallback for connectors not covered by a specific skill.

2.7k repo stars
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Add Dataverse · microsoft bundle
Adds Dataverse tables to a Power Apps code app with generated TypeScript models and services. Can also create new Dataverse tables. Use when connecting to Dataverse, adding tables, creating schema, or querying Dataverse data.

2.7k repo stars
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Add Office365 · microsoft
Adds Office 365 Outlook connector to a Power Apps code app. Use when accessing calendars, sending emails, reading inbox, or managing Outlook events.

2.7k repo stars
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Create Site · microsoft bundle
Creates a new Power Pages code site (SPA) using React, Angular, Vue, or Astro. Guides through the full process from initial concept to deployed site: requirements discovery, scaffolding, component planning, design, implementation, validation, and deployment. Use when the user wants to create, build, or scaffold a new Power Pages website or portal.

2.7k repo stars
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Deploy Site · microsoft
Deploys an existing Power Pages code site to a Power Pages environment using PAC CLI. Handles tooling verification, authentication, environment confirmation, building, and uploading. Use when the user wants to deploy, upload, or publish their code site.

2.7k repo stars
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Add Datasource · microsoft
Adds a data source or connector to a Power Apps code app. Asks what the user wants to accomplish and routes to the appropriate specialized skill.

2.7k repo stars
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Add Mcscopilot · microsoft
Adds Microsoft Copilot Studio connector to a Power Apps code app. Use when invoking Copilot Studio agents, sending prompts to agents, or integrating agent responses.

2.7k repo stars
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Add Sharepoint · microsoft bundle
Adds SharePoint Online connector to a Power Apps code app. Use when reading lists, managing documents, or integrating with SharePoint sites. Can also create new SharePoint lists.

2.7k repo stars
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Report Issue · microsoft
Use when the user wants to report a bug, file an issue, submit a bug report, or report any problem with the mobile-app plugin.

2.7k repo stars
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Add Azuredevops · microsoft
Adds Azure DevOps connector to a Power Apps code app. Use when querying work items, creating bugs, managing pipelines, or making ADO API calls.

2.7k repo stars
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Create Code App · microsoft bundle
Creates Power Apps code apps using React and Vite. Use when building code apps, scaffolding projects, or deploying to Power Platform.

2.7k repo stars
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Python Testing · microsoft
Guidelines for writing and running tests in the Agent Framework Python codebase. Use this when creating, modifying, or running tests.

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Project Structure · microsoft
Explains the project structure of the agent-framework .NET solution

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Python Development · microsoft
Coding standards, conventions, and patterns for developing Python code in the Agent Framework repository. Use this when writing or modifying Python source files in the python/ directory.

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Python Code Quality · microsoft
Code quality checks, linting, formatting, and type checking commands for the Agent Framework Python codebase. Use this when running checks, fixing lint errors, or troubleshooting CI failures.

2.7k repo stars
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Verify Dotnet Samples · microsoft
How to build, run and verify the .NET sample projects in the Agent Framework repository. Use this when a user wants to verify that the samples still function as expected.

2.7k repo stars
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Python Feature Lifecycle · microsoft
Guidance for package and feature lifecycle in the Agent Framework Python codebase, including stage meanings, feature-stage decorators, feature enums, and how to move APIs from one stage to the next.

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Python Package Management · microsoft
Guide for managing packages in the Agent Framework Python monorepo, including creating new connector packages, versioning, and the lazy-loading pattern. Use this when adding, modifying, or releasing packages.

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Agent Framework Py Release · microsoft
Use when cutting a Python release for the microsoft/agent-framework monorepo. Triggers on "bump py versions", "cut a python release", "prepare release PR for python", "release py packages", "bump python to X.Y.Z", or similar requests to bump Python package versions and prepare a release PR. Handles all four lifecycle tiers (alpha, beta, rc, released) with CHANGELOG-driven selective bumps, floor bound checks, and post-bump validation.

2.7k repo stars
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Foundry Config Setup · microsoft
Resolve missing setup caused by a hardcoded Foundry project endpoint or model in a sample. Use when a sample fails because it uses a placeholder/hardcoded project_endpoint (for example "https://your-project.services.ai.azure.com") or a hardcoded model instead of reading them from the environment.

2.7k repo stars
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Foundry Hosted Agent Validation · microsoft
Step-by-step process for validating a Python Foundry hosted agent sample (under python/samples/04-hosting/foundry-hosted-agents/) end to end — running it locally (native runtime and `azd ai agent run`) and after deploying it to an Azure AI Foundry project with `azd`. Use this when asked to validate a hosted agent sample.

2.7k repo stars
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Regex Tester · microsoft bundle
Validate, test, and debug regular expressions by executing them against sample inputs. Use when asked to build, verify, or explain a regex pattern.

2.7k repo stars
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Pull Requests · microsoft
Guidance for creating pull requests and handling PR review comments in the Agent Framework repository. Use this when writing a PR description (filling out the PR template) or when responding to and resolving review comments on an existing PR.

2.7k repo stars
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Build And Test · microsoft
How to build and test .NET projects in the Agent Framework repository. Use this when verifying or testing changes.

2.7k repo stars
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Int Patterns · microsoft
Pattern library for Copilot Studio agent design. Contains proven and recommended implementation patterns with YAML examples. Used by the Advisor agent to suggest patterns and by the Author agent to reference YAML structure during implementation. USE FOR: design guidance, pattern suggestions, review against best practices, troubleshooting known pitfalls, YAML reference during implementation. DO NOT USE FOR: general YAML schema reference (use int-reference), topic creation mechanics (use new-topic).

2.7k repo stars
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Int Reference · microsoft
Reference tables for Copilot Studio YAML authoring: triggers, actions, variables, entities, Power Fx functions, templates. Preloaded by author and advisor agents.

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Int Project Context · microsoft
Shared project context for all Copilot Studio sub-agents. Provides project structure, schema lookup usage, and skill invocation guidance.

2.7k repo stars
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MCP Code Reviewer · microsoft bundle
Review MCP pull requests with repository-specific security, correctness, architecture, testing, and completeness checks. Use when: review PR, review pull request, code review, inspect PR, check PR, PR feedback.

2.7k repo stars
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Add Azure MCP Tools · microsoft
Add a new tool/command to any Azure MCP toolset. Full lifecycle from scaffolding through PR submission. USE WHEN: add new command, create tool, new MCP tool, scaffold command, implement operation, add azure service tool, create new toolset.

2.7k repo stars
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Resilience Recovery Operations · microsoft bundle
Operate all Azure Resilience Management MCP tools for usage plans, enrollments, goals, drills, recovery plans, recovery resources, recovery jobs, failover, reprotect, readiness, validation, retry, resume, and finalize. Use when: list/get/create/update/delete resilience resources; run or end drills; include/exclude recovery resources; check readiness; validate or execute recovery operations; monitor, retry, or resume recovery jobs; implement, add, test, or record a Resilience Management tool.

2.7k repo stars
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Azurebackup Add Tool · microsoft
Add a new tool/command to the Azure Backup MCP toolset. Covers the full lifecycle: command implementation, option definitions, service layer, input validation, unit tests, live tests, recorded test playback, CI validation, spell check, changelog entry, tool description evaluation, and PR checklist. USE WHEN: add new backup command, create backup tool, implement backup operation, new azurebackup command, add MCP tool for backup, new vault operation, new policy command, new governance command.

2.7k repo stars
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Azurebackup Telemetry Report · microsoft bundle
Generate weekly telemetry reports and customer adoption reports for Azure Backup MCP tools. Runs KQL queries against the Kusto telemetry cluster, analyzes error patterns with 3-way classification (Customer/Azure Service/MCP Tool Bug), identifies customers via P360/C360 cross-cluster joins, compares week-over-week metrics, correlates with merged PRs and releases, and produces an Outlook-compatible HTML report. USE WHEN: weekly telemetry report, Azure Backup MCP telemetry, error analysis, telemetry bugs, weekly report, MCP tool success rate, backup telemetry, error classification, customer usage report, who is using Azure Backup MCP, backup adoption, customer report.

2.7k repo stars
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Docs Impact Localizer · microsoft
Use this skill to translate a classifier's in-place verdict into a precise, page-by-page work plan for the docs-sync panel. Activate after docs-impact-classifier returns verdict in_place; reads the candidate page list, fetches the actual page contents, narrows scope to specific sections within each page, and emits the per-page task brief the panel fans out against.

2.7k repo stars
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Apm Issue Autopilot · microsoft bundle
Use this skill to drive any open microsoft/apm issue (bug, feature, docs, refactor, perf) from raw intake to a mergeable PR with triage as the central, paramount gate. Run the apm-triage-panel rubric per issue first, then present ONE consolidated triage review for the whole batch and escalate to the maintainer BY DEFAULT on any doubt (needs-design, decline, duplicate, defer, auto-handle, breaking- change, auth/security/governance surface, low arbiter confidence, unbounded scope, or a missing brief); only auto-implement clear, bounded, high-confidence accepts the maintainer approved. Then drive each accepted PR to mergeability batch-bug- shepherd style via the shepherd-driver loop: fold copilot + panel follow-ups by default, watch CI green, iterate under a bounded cap. Invoke MANUALLY, in-session, on an issue list or queue -- never by label or event. Activate when the maintainer asks to auto-tackle the issue queue, clear the backlog to PRs, or run issues to merge -- even if "autopilot" is not named.

2.7k repo stars
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Docs Impact Classifier · microsoft
Use this skill to classify the documentation impact of a pull request diff, returning one of three verdicts -- no-change, in-place edit, or structural change -- with bounded LLM cost. Activate as a sibling skill of docs-sync; the orchestrator calls this first, before any panel spawn, to keep cost floor at 1 LLM call when no docs work is needed. Reads .apm/docs-index.yml as the corpus map; never reads the full corpus.

2.7k repo stars
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Supply Chain Security · microsoft
Activate when reviewing or modifying dependency resolution, lockfile schema, package downloaders, signature/integrity checks, file integration cleanup, or anything that could expose APM to dependency confusion, typosquatting, malicious packages, or token leakage.

2.7k repo stars
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Apm Usage · microsoft bundle
Activate when the user asks about APM (Agent Package Manager): installing, configuring, authoring, or troubleshooting AI-agent packages, dependencies, compilation, MCP servers, policy, or any `apm` CLI command.

2.7k repo stars
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Apm Strategy · microsoft
Activate for changes to project positioning, release communication, community-facing artifacts, or breaking-change decisions in microsoft/apm. Triggers on README, MANIFESTO, PRD, CHANGELOG, release workflows, and issue templates.

2.7k repo stars
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Shepherd Driver · microsoft bundle
Use only as the composed drive-to-merge stage of an APM batch orchestrator (batch-bug-shepherd, apm-issue-autopilot) that has already selected ONE open pull request in microsoft/apm. Do NOT use for user-facing requests to triage issues, sweep a queue, or open PRs -- the parent orchestrator owns those. Spawn one shepherd-driver subagent per PR: it classifies copilot-pull-request-reviewer[bot] inline review, runs the apm-review-panel, folds (by default) every recommendation inside the PR's stated scope, pushes to the head branch or a superseding PR that preserves authorship via commit trailers, watches CI to green, and iterates under fixed caps until ready-to-merge, advisory-with-deferred, superseded, or blocked. Also provides the cross-PR conflict-resolution and mergeability-gate phase. This is NOT a standalone entrypoint.

2.7k repo stars
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Apm Review Panel · microsoft bundle
Use this skill to run a multi-persona expert advisory review on a labelled pull request in microsoft/apm. The panel fans out to five mandatory specialists plus a test-coverage specialist (active on every PR that touches src/) plus three conditional specialists (auth, doc-writer, performance-expert), all running in their own agent threads, and a CEO synthesizer. The orchestrator is the sole writer to the PR: ONE recommendation comment, no verdict labels, no merge gating. The panel is advisory -- it surfaces findings, prioritizes follow-ups, and renders a ship-recommendation that the maintainer and author weigh. Activate when a non-trivial PR needs a cross-cutting recommendation (architecture, CLI logging, DevX UX, supply-chain security, growth/positioning, optionally auth, docs, perf, and test coverage, with CEO arbitration).

2.7k repo stars
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Apm Triage Panel · microsoft bundle
Use this skill to triage one microsoft/apm issue selected by the daily sweep, the `status/needs-triage` fast path, or manual dispatch. Emit one synthesized comment with a decision, label set, exact milestone, and suggested next action.

2.7k repo stars
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CLI Logging UX · microsoft
Use this skill when editing or creating CLI output, logging, warnings, error messages, progress indicators, or diagnostic summaries in the APM codebase. Activate whenever code touches console helpers (_rich_success, _rich_warning, _rich_error, _rich_info, _rich_echo), DiagnosticCollector, STATUS_SYMBOLS, CommandLogger, or any user-facing terminal output — even if the user doesn't mention "logging" or "UX" explicitly.

2.7k repo stars
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Apm Spec Guardian · microsoft bundle
Use this skill to run a four-panel adversarial advisory review on any pull request that touches the OpenAPM specification artifact (docs/src/content/docs/specs/openapm-*.md), its inline / sidecar JSON Schemas (docs/src/content/docs/specs/schemas/*.schema.json), or the conformance fixture seed (tests/fixtures/spec-conformance/**). The panel fans out to four spec-ecosystem reviewers (swagger-openapi-editor, oci-distribution-editor, pkgmgr-registry-contract-editor, w3c-tag-architect), each running in its own agent thread, and a spec-editor synthesizer that produces a fold-now / defer-v0.1.1 / defer-v0.2 / reject list plus a ship decision keyed off a 1..10 shocked_meter scale. The orchestrator is the sole writer to the PR: ONE consolidated comment, no verdict labels, no merge gating. The panel is advisory -- it surfaces findings, prioritizes folds, and renders a ship recommendation that the maintainer weighs.

2.7k repo stars
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Docs Corpus Audit · microsoft bundle
Use this skill to run a holistic regrounding pass on the entire microsoft/apm documentation corpus against current source code, page-by-page, and emit surgical fixes for stale claims. Activate when the maintainer wants a WHOLE-CORPUS audit (not per-PR review) -- typical triggers include "audit the docs", "reground the corpus", "check every page against code", "pre-release docs sweep", "the docs have drifted everywhere", or "we just reshaped the TOC, find dead links". Wave-batched and S7-verified; scales to the full ~112-page corpus in ~10 minutes wall-time. This is a SIBLING to docs-sync, not a replacement: docs-sync is per-PR (triggered by a diff); this skill is per-corpus (triggered by a maintainer ask). They share agent personas, schemas, and the docs index, but their triggers MUST NOT collide. Does NOT auto-merge, does NOT push without maintainer review, and does NOT replace per-PR drift detection.

2.7k repo stars
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Pr Description Skill · microsoft bundle
Use this skill to write the PR description (PR body) for any pull request opened against microsoft/apm. Produces one self-sufficient GitHub-Flavored Markdown artifact: TL;DR, Problem (WHY), Approach (WHAT), Implementation (HOW), 1-3 validated mermaid diagrams, explicit trade-offs, validation evidence, and a How-to-test section -- with every WHY-claim backed by a verbatim quote from PROSE or Agent Skills. Activate when the user asks to "write a PR description", "draft a PR body", "open a PR", "fill in the PR template", or any equivalent.

2.7k repo stars
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Python Architecture · microsoft
Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase.

2.7k repo stars
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Batch Bug Shepherd · microsoft bundle
Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), gate every legit bug against PRINCIPLES.md via an apm-ceo strategic-alignment pass, cross-reference legit issues against open PRs, then open a fix PR (TDD + mutation-break gate) for greenfield bugs. Drive every PR -- community in-flight and own fix alike -- to mergeable by composing the shepherd-driver skill: one driver per PR runs the review panel, folds non-blocking recommendations, pushes (preserving author), and watches CI to green. Re-probe mergeability and resolve conflicts via shepherd-driver. Maintain a plan.md ground-truth table as canonical state. Activate when the maintainer asks to triage issues, sweep the bug queue, shepherd bug-flagged issues, run a weekly community sweep, or drive in-flight community PRs to merge -- even if "shepherd" or "batch" is not named.

2.7k repo stars
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Docs Impact Architect · microsoft
Use this skill when the docs-impact-classifier returns a structural verdict, signalling that the documentation TOC must change to accommodate the PR. Proposes TOC deltas (new pages, moves, merges) and emits new-page outline stubs that the doc-sync panel later fleshes out. Holds the 3-promise narrative (consume / produce / govern) and the persona ramps as hard constraints.

2.7k repo stars
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Auth · microsoft
Activate when code touches token management, credential resolution, git auth flows, GITHUB_APM_PAT, ADO_APM_PAT, AuthResolver, HostInfo, AuthContext, or any remote host authentication -- even if 'auth' isn't mentioned explicitly.

2.7k repo stars
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Devx UX · microsoft
Activate when designing or modifying CLI command surfaces, command help text, install/init/run flows, error wording, or first-run experience in the APM CLI -- even when the user does not say "UX" explicitly.

2.7k repo stars
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Docs Sync · microsoft bundle
Use this skill whenever a pull request is opened, reopened, or synchronized in microsoft/apm to assess whether and how the documentation corpus must change to stay truthful with the proposed code change. Activate even when the PR title or body says nothing about docs -- the skill must run on every PR to detect silent drift between code and docs. Classifies impact as no-change, in-place edit (one to a few paragraphs), or structural change (new page or TOC reshape), then orchestrates a CDO + doc-writer + python-architect + editorial-owner + growth-hacker loop to produce a patch-ready advisory. Does NOT review code quality, security, or test coverage. Does NOT auto-merge or auto-push doc edits.

2.7k repo stars
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Oss Growth · microsoft
Activate for OSS adoption work -- README conversion surfaces, quickstart, templates, release announcements, contributor funnel, story angles -- and any update to the maintained growth strategy at WIP/growth-strategy.md.

2.7k repo stars
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Cut Release · microsoft bundle
Use this skill to cut an APM release from the current worktree: assess whether the cycle since the last tag warrants a patch or minor bump (semver discipline against the merged-since-last-tag diff), sanitize the [Unreleased] CHANGELOG block into a dated version block with one concise "so what" entry per merged PR (drop internal-only churn, consolidate duplicates), bump pyproject.toml + uv.lock, run the CI-mirror lint chain, and open the release PR. Activate on "ship a release", "cut v0.x", "release prep", "bump and PR", "open release PR", "what kind of release do we need", or any phrasing that ends in opening a release PR -- even when the user does not say "skill". Stops BEFORE tagging; tagging stays a human gate that triggers the release workflow. Refuses to bump to a major (>= 1.0.0) version without explicit operator confirmation.

2.7k repo stars
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Sensei · microsoft bundle
Iteratively improve skill frontmatter to achieve good routing test coverage. WHEN: run sensei, sensei help, improve skill routing

2.7k repo stars
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Vally Eval · microsoft bundle
Author, validate, and run Vally evaluation suites for agent skills. TRIGGERS: create eval, write eval, add eval, run eval, validate eval, vally eval, eval.yaml, add stimulus, map test to eval, migrate test to eval, eval graders, eval scoring, add eval to CI.

2.7k repo stars
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File Test Bug · microsoft
File a GitHub issue for local integration test failures. TRIGGERS: file test bug, report test failure, create bug for test, integration test failed, test failure issue, junit failure

2.7k repo stars
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Azure Kusto Irql · microsoft bundle
Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into composable IRQL pipelines using Get_*, Extract_*, and Enrich_* functions. WHEN: IRQL query, security hunt, threat hunting KQL, incident response query, compose hunting pipeline, failed logins, phishing investigation, lateral movement, process execution, file creation events.

2.7k repo stars
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Azure Kusto Graph · microsoft bundle
Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match), shortest paths, connected components, and graph-to-table export. Generates the edges-first thinking: define edges, define node lookups, union, make-graph. WHEN: make-graph, graph-match, graph-shortest-paths, graph-to-table, graph-mark-components, persistent graph, graph model, graph snapshot, build a graph from data, find paths between nodes, pattern matching in graph, connected components, transient graph, Kusto graph, KQL graph.

2.7k repo stars
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Azure Kusto Irql Graph · microsoft bundle
Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes Graph_Render_View, Graph_Fold_By_Property, Extract_Node_*, Enrich_Node_*, and Enrich_Graph_* calls. Accepts a supplied query or limited basic natural-language source request; it is not a general natural-language-to-KQL/IRQL skill. WHEN: Lift_To_Graph, Graph_Render_View, Graph_Fold_By_Property, IRQL graph enrichment, graph mapping for existing query results, icon-decorated graph, fold graph nodes. Use azure-kusto-graph for native make-graph analysis, graph-match, shortest paths, components, or persistent graphs.

2.7k repo stars
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Investigate Integration Test · microsoft
Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyzes the failure, examines relevant skills, and suggests fixes. TRIGGERS: investigate integration test, debug integration test, failing integration test, test failure investigation, diagnose test failure, analyze test issue

2.7k repo stars
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Skill Reviewer · microsoft bundle
Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions. WHEN: "review skill", "review skill PR", "review skill changes", "check skill quality", "skill PR feedback".

2.7k repo stars
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Skill Authoring · microsoft bundle
Guidelines for writing Agent Skills that comply with the agentskills.io specification. WHEN: "create a skill", "new skill", "write a skill", "skill template", "skill structure", "review skill", "skill PR", "skill compliance", "SKILL.md format", "skill frontmatter", "skill best practices".

2.7k repo stars
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Analyze Test Run · microsoft bundle
Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues. TRIGGERS: analyze test run, skill invocation rate, test run report, compare test runs, skill invocation summary, test failure analysis, run report, test results, action run report

2.7k repo stars
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Analyze Skill Issues · microsoft bundle
Query the integration-test storage account to find why a specific skill's tests are failing. Reads blob-stored test result files and surfaces error details. TRIGGERS: why is skill failing, skill test failures, debug skill tests, skill failing tests, analyze skill failures, why are tests failing for skill, skill test errors, investigate skill issues. DO NOT USE FOR: analyzing a GitHub Actions run report or comparing test runs across runs (use analyze-test-run).

2.7k repo stars
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Markdown Token Optimizer · microsoft bundle
Analyzes markdown files for token efficiency. TRIGGERS: optimize markdown, reduce tokens, token count, token bloat, too many tokens, make concise, shrink file, file too large, optimize for AI, token efficiency, verbose markdown, reduce file size

2.7k repo stars
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Workiq · microsoft bundle
WorkIQ tools for Microsoft 365 workplace data and actions. Use for email, calendar events and meetings, files, SharePoint, OneDrive, Teams, people, Planner, and other M365 requests. Triggers include cancel meeting or event, accept or decline meetings, create or update events, create an upload session or replace an existing OneDrive file, find or summarize workplace content, send or reply to mail, manage or download files, manage tasks, and discover M365 paths or schemas. Prefer `ask` for synthesis and structured entity tools for exact reads, writes, and binary downloads with `fetch_blob`.

2.7k repo stars
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Workiq Preview · microsoft bundle
WorkIQ - Microsoft 365 tool surface for agents. Use for any workplace question or write action where data lives in M365. Supports semantic `ask` plus tools (`fetch`, create/update/delete, actions, functions, fetch_blob, path/schema discovery) for mail, meetings/calendar, documents/files, Teams chats/channels, OneDrive/SharePoint, and people. Read triggers, "what did [person] say", priorities/top of mind, meeting decisions/action items, summarize thread/chat, find emails/docs, list meetings/messages/files/channels, project status/updates, "what changed since", download file content. Write triggers, send/reply/forward email, create/update/accept/decline meetings, mark read, delete drafts/items, send/post/reply/react in Teams, set presence. Discovery triggers, available endpoints/paths, fields, request body, schema/data model. Prefer `ask` for synthesis; use entity tools for exact reads/writes.

2.7k repo stars
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Org Chart · microsoft
Display a beautifully formatted ASCII org chart for any person in the organization — showing their manager, peers, and direct reports in a visual tree.

2.7k repo stars
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Channel Audit · microsoft
Audit Teams channels across your teams — identify inactive channels, low‑engagement conversations, channels with no recent posts, and recommend cleanup actions.

2.7k repo stars
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Site Explorer · microsoft
Browse and discover SharePoint sites, lists, document libraries, and file contents — navigate your SharePoint world without leaving the CLI.

2.7k repo stars
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Deploying Demo · microsoft
Deploy the SRE Agent demo end-to-end. Use when asked to set up, deploy, or get this demo running.

2.7k repo stars
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Managing Sre Agent · microsoft
Manage Azure SRE Agent configuration for this demo: connectors, skills, response plans, and the knowledge base. Use when asked to create, list, update, or delete SRE Agent resources.

2.7k repo stars
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Nsg Audit · microsoft
Use when an operator or a scheduled task requests a periodic Network Security Group (NSG) and connectivity-path audit of the Zava Learning resource group — enumerate every NSG and its rules, trace the full path (NSGs, UDRs / route tables, Private Endpoints, DNS, and any firewall), flag overly-permissive, shadowed, unused, or orphaned rules, and recommend least-exposure corrections. Read-only; produces findings for a report.

2.7k repo stars
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Rbac Audit · microsoft
Use when an operator or a scheduled task requests a periodic RBAC / least-privilege audit of the Zava Learning resource group — enumerate the real role assignments effective on the group, correlate each identity against actual Activity-Log usage to find standing access that is never used, flag over-privileged and directly-assigned (versus group-governed) identities and stale troubleshooting access, and recommend least-privilege corrections. Read-only; produces findings for a report.

2.7k repo stars
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Pr Delivery · microsoft
Use to deliver a durable Zava Learning fix as a GitHub pull request once an incident has been root-caused — for either an Infrastructure-as-Code change (Bicep under infra/) or an application code change (under src/). The single skill that creates pull requests; applies after live mitigation and root-cause confirmation. The resulting PR URL is what the ServiceNow Change Request references.

2.7k repo stars
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Rca Analysis · microsoft
Use to produce the root-cause analysis narrative for a resolved or mitigated Zava Learning incident — the incident timeline, the trigger vs. latent root cause (5-Whys), contributing factors, and how to present them. Defines the RCA section format; its output is used in the before/after, recommendations, and reporting deliverables.

2.7k repo stars
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Cost Analysis · microsoft
Use when an operator or a scheduled task requests a periodic cloud-cost / spend audit of the Zava Learning resource group — identify the top cost drivers, week-over-week trend, idle or oversized resources, and concrete savings opportunities. Read-only; produces findings for a report.

2.7k repo stars
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Zava Reporting · microsoft
Use to package a completed Zava Learning incident analysis for the audience. First present a branded in-thread executive summary (markdown with the before/after visuals inline), then produce the downloadable deliverables — a PowerPoint deck, an HTML email, and a Teams notification — using the Zava corporate template. The calling agent may narrow this to a subset (e.g. only the HTML report). Produces content and artifacts; it does not send them. Assembles the output of rca-analysis, evidence-before-after, recommendations-next-steps, and pr-delivery.

2.7k repo stars
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Redaction Guard · microsoft
Use whenever you are about to emit operator-visible content — a chat/thread message, a PagerDuty or ServiceNow note, a commit message or pull-request body, or any report artifact (HTML, PowerPoint, Teams card). Deterministically masks secrets, credentials, tokens, private keys, URI-embedded passwords, and PII so they never appear in the thread or in any deliverable. This is a cross-cutting guardrail invoked by the output-producing skills, not a runbook step.

2.7k repo stars
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Zava Audit Report · microsoft
Use to package a completed Zava Learning weekly governance audit (NSG / network security, RBAC / least-privilege, or cloud cost) into a single branded, downloadable PowerPoint deck in the Zava house style. The calling audit agent passes its findings (a list of rows with severity) and a short posture summary; this skill renders the deck, applies redaction, and returns the attachment download link. Produces the artifact; it does not send it.

2.7k repo stars
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Connectivity Triage · microsoft
Use for any Zava Learning incident where students cannot reach the platform or actions fail at the network/edge layer — quiz launches failing, portal 5xx, requests timing out, or backends appearing unhealthy. Traces the full request path (Application Gateway -> NSG -> Container Apps internal load balancer -> APIs) from telemetry and Azure config, finds the broken hop, and remediates within the permitted-action boundary.

2.7k repo stars

1,710 published skills · page 11 of 18