- Github Pr WorkflowPrepare a GitHub pull request from a feature branch — branch hygiene, commit shape, title/body, verification notes, screenshots for UI work, and replies to review comments.microsoft/amplifier-app-paperclip1
- GrillingGrill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.microsoft/frontier-ai-governance-rvas1
- Humanize WritingUse when the user wants text to sound more human, says writing sounds "too AI" or "too ChatGPT," asks to humanize or rewrite a draft to feel natural, or shares content wanting it to feel authentic and less robotic. Also applies to LinkedIn posts, blog drafts, or emails where the user wants a more genuine voice.microsoft/frontier-ai-governance-rvas1
- ImpeccableUse when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, lamicrosoft/frontier-ai-governance-rvas1
- Index RefreshUse when an operation issue is an index refresh — typically the hourly index-refresh routine. Rebuild `wiki/index.md` so each entry has a tight, scannable one-line summary and the catalog tracks the actual contents of `wiki/`. Resolve drift between the index and recent log activity, but do not edit page content.microsoft/amplifier-app-paperclip1
- Issue TriageTriage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate, or close).microsoft/amplifier-app-paperclip1
- LLM Wiki MaintainerUse the LLM Wiki plugin tools to maintain a cited local company wiki.microsoft/amplifier-app-paperclip1
- MemoryYour memory store: overview, list, review, forget, edit, help.microsoft/amplifier-bundle-memory1
- Microsoft FoundryBuild, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end with azd. USE FOR: azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy, prompt agent create, create agent, update agent, add tool to agent, invoke agent, agent.yaml, evaluate agent, batch eval, continuous eval, continuous monitoring, agent CI/CD, optimize prompt, improve prompt, prompt optimizer, optimize agent instructions, Agent Optimizer scaffold, datasemicrosoft/frontier-ai-governance-rvas1
- PaperclipInteract with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignments, update task status, delegate work, post comments, set up or manage routines (recurring scheduled tasks), or call any Paperclip API endpoint. Do NOT use for the actual domain work itself (writing code, research, etc.) — only for Paperclip coordination.microsoft/amplifier-app-paperclip1
- Paperclip Converting Plans To TasksThe Paperclip way of converting a plan into executable tasks. Use whenever you are asked to plan, scope, or break down work inside a Paperclip company. Industry-agnostic guidance on how to translate a plan into assigned issues with the right specialty, dependencies, and parallelization so Paperclip's executor can pick up the work — it does not prescribe a plan format. Pair with the `paperclip` skill, which covers the mechanics of writing the plan document and reassigning the issue.microsoft/amplifier-app-paperclip1
- Paperclip Create AgentCreate new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.microsoft/amplifier-app-paperclip1
- Paperclip Create PluginCreate and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a new plugin, working on a local plugin against a running Paperclip instance, or updating plugin authoring docs. Covers `paperclipai plugin init`, the local install loop via `paperclipai plugin install <path>`, worker/UI rebuild and reload semantics, and the required success checklist.microsoft/amplifier-app-paperclip1
- Paperclip DevDevelop and operate a local Paperclip instance — start and stop servers, pull updates from master, run builds and tests, manage worktrees, back up databases, and diagnose problems. Use whenever you need to work on the Paperclip codebase itself or keep a running instance healthy.microsoft/amplifier-app-paperclip1
- Para Memory FilesFile-based memory system using Tiago Forte's PARA method. Use this skill whenever you need to store, retrieve, update, or organize knowledge across sessions. Covers three memory layers: (1) Knowledge graph in PARA folders with atomic YAML facts, (2) Daily notes as raw timeline, (3) Tacit knowledge about user patterns. Also handles planning files, memory decay, weekly synthesis, and recall via qmd. Trigger on any memory operation: saving facts, writing daily notes, creating entities, running weekmicrosoft/amplifier-app-paperclip1
- PdfUse this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.microsoft/frontier-ai-governance-rvas1
- PptxUse this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the umicrosoft/frontier-ai-governance-rvas1
- Pr ReportReview a pull request or contribution deeply, explain it tutorial-style for a maintainer, and produce a polished report artifact such as HTML or Markdown. Use when asked to analyze a PR, explain a contributor's design decisions, compare it with similar systems, or prepare a merge recommendation.microsoft/amplifier-app-paperclip1
- PrcheckloopIteratively gets a GitHub pull request's checks green. Detects the PR for the current branch or uses a provided PR number, waits for every check on the latest head SHA to appear and finish, investigates failing checks, fixes actionable code or test issues, pushes, and repeats. Escalates with a precise blocker when failures are external, flaky, or not safely fixable. Use when a PR still has unsuccessful checks after review fixes, including after greploop.microsoft/amplifier-app-paperclip1
- PresetIntelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (usmicrosoft/frontier-ai-governance-rvas1
- Qa AcceptanceProduce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence.microsoft/amplifier-app-paperclip1
- ReleaseCoordinate a full Paperclip release across engineering verification, npm, GitHub, smoke testing, and announcement follow-up. Use when leadership asks to ship a release, not merely to discuss versioning.microsoft/amplifier-app-paperclip1
- Release AnnouncementWrite a release announcement — changelog, blog post, in-app note, or social post — that leads with user impact, names the audience, and includes upgrade/migration steps without filler.microsoft/amplifier-app-paperclip1
- Release ChangelogGenerate the stable Paperclip release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable tag.microsoft/amplifier-app-paperclip1
- Release Changelog Discord MessageWrite the Discord release announcement for a stable Paperclip release. Companion to `release-changelog` — that skill produces the file at `releases/vYYYY.MDD.P.md`; this one turns that file into a single copy-pasteable Discord post in dotta's voice and attaches it as the `discord_announcement` document on the release issue.microsoft/amplifier-app-paperclip1
- RememberSave what you typed as a memory, in your own words. `/remember <text>`.microsoft/amplifier-bundle-memory1
- ReportkitTransform operational JSON, CSV, API, or script output into validated, deterministic, static report sites using ReportKit templates.microsoft/ReportKit1
- Sap Order ExcelRender an SAP sales order JSON payload into the fixed Excel workbook template. Use when asked to export, convert, or write an SAP order to Excel or xlsx.microsoft/copilot-agentic-business-process1
- Sap Order JsonGenerate an SAP sales order as JSON from an unstructured source (email, PDF, order form, or free text). Use when asked to create, build, or map an SAP order / sales order payload in JSON.microsoft/copilot-agentic-business-process1
- Skill CreatorCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.microsoft/frontier-ai-governance-rvas1
- Task PlanningTurn a Paperclip issue or request into a structured implementation plan with child task graph, blockers, owners, and acceptance criteria, then save it as the issue `plan` document.microsoft/amplifier-app-paperclip1
- Terminal Bench LoopRun a single Terminal-Bench problem through Paperclip in a bounded, human-in-the-loop improvement cycle until the smoke passes, the board rejects the next fix, the iteration budget is exhausted, or a real blocker is named. Each iteration runs a bounded smoke against an isolated Paperclip App worktree, captures artifacts, diagnoses the exact stop point with `/diagnose-why-work-stopped`, requests board confirmation before any product fix, then reruns against the same worktree. Use whenever an issumicrosoft/amplifier-app-paperclip1
- UnslopCut AI tells from any writing. Must always apply.microsoft/frontier-ai-governance-rvas1
- Validate Order Product AvailabilityValidate purchase order fulfillment against product stock reference data. Use after product identity resolution to check available quantities, aggregate repeated SKUs, detect shortages, and report blocked stock checks. Single warehouse, immediate fulfillment, no reservations, backorders, or partial fulfillment.microsoft/copilot-agentic-business-process1
- Validate Order Product IdentityValidate purchase order line SKU, barcode, and product description against reference catalog data. Use for product identity checks, unknown items, conflicting identifiers, description mismatches, and optional barcodes before stock or promotion checks.microsoft/copilot-agentic-business-process1
- Wiki IngestUse when an operation issue asks you to ingest a captured source from `raw/` into the LLM Wiki, or when the user explicitly says "ingest <slug>". The issue body will name a file under `raw/` (e.g. `raw/karpathy-llm-wiki.md`) and ask for durable wiki pages. Do not invoke this skill for Paperclip activity bundles — those use `paperclip-distill` instead.microsoft/amplifier-app-paperclip1
- XlsxUse this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsmicrosoft/frontier-ai-governance-rvas1
- 0 Acs Full ScanFull ACS deprecation impact assessment orchestrator. Runs the complete workflow — auth check, subscription selection, ACS resource scan, channel detection (fast or full), impact analysis, and report generation. ACS-specific, no PowerShell script required.microsoft/acs-resource-explorer
- 1 Acs Resource ScanScan Azure subscriptions for Azure Communication Services (ACS) resources (Microsoft.Communication/CommunicationServices). ACS-specific version of azure/3-azure-resource-scan with resource type pre-filled.microsoft/acs-resource-explorer
- 1 Azure Auth CheckVerify Azure authentication status and display connection information (tenant, account, subscription context). Works with any Azure product or service.microsoft/acs-resource-explorer
- 2 Azure Subscription SelectInteractive subscription selection workflow. Choose specific subscription(s) or scan all accessible subscriptions. Works with any Azure product or service.microsoft/acs-resource-explorer
- 3 Acs Metrics CollectComprehensive ACS usage detection via Azure Monitor metrics. All configured ACS channels are pre-mapped (Email, SMS, Chat, Call Automation, Job Router, Advance Messaging, Rooms). Configurable lookback period of 1-93 days.microsoft/acs-resource-explorer
- 3 Azure Resource ScanScan Azure subscriptions for specific resource types. Interactive prompts allow scanning any Azure product (ACS, Storage, Compute, Databases, etc). Returns resource inventory across selected subscriptions.microsoft/acs-resource-explorer
- 4 Acs Impact AnalyzeMap detected ACS channel usage to the appropriate Retirement Guide or Breaking Change Guide. Links each impacted resource to Microsoft migration resources per channel.microsoft/acs-resource-explorer
- 4 Azure Channel DetectFast, resource-based feature detection for Azure resources. Detects features/channels by examining related child resources (domains, endpoints, configurations). Works with any Azure product where features are exposed as sub-resources.microsoft/acs-resource-explorer
- 5 Acs Report GenerateGenerate ACS deprecation impact reports in CSV, Markdown, or JSON format. Pre-configured with ACS channel columns, migration guide links, and ACS-specific report sections.microsoft/acs-resource-explorer
- 5 Azure Metrics CollectComprehensive feature/usage detection via Azure Monitor metrics. Collects usage data over configurable lookback period (1-93 days). Works with any Azure product that emits metrics to Azure Monitor.microsoft/acs-resource-explorer
- 6 Azure Impact AnalyzeCalculate severity and migration effort for Azure resources with detected features. Configurable severity thresholds based on usage patterns and business impact. Works with any Azure product deprecation scenario.microsoft/acs-resource-explorer
- 7 Azure Report GenerateGenerate comprehensive reports (CSV, Markdown, JSON) for Azure resource impact assessments. Export detailed findings, statistics, and recommendations. Works with any Azure product deprecation analysis.microsoft/acs-resource-explorer
- Adversarial ReviewAdversarial review of a system design from 6 critical perspectives -- SRE, security, staff engineer, finance, operator, and developer advocate. Produces a unified risk assessment. Use for INTERACTIVE on-demand reviews during a design conversation (/adversarial-review). For RECIPE-DRIVEN reviews (where prior step context is needed), use the systems-design-critic agent instead.microsoft/amplifier-bundle-systems-design
- Agent CollaborationStandard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communicationmicrosoft/frontier-ghcp-hackathon
- Agent CollaborationStandard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communicationmicrosoft/fsi-banking-payments-dispute-resolution-accelerator
- Agent CollaborationStandard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communicationmicrosoft/fsi-banking-payments-dispute-resolution-accelerator
- Agent CollaborationStandard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communicationmicrosoft/frontier-ghcp-hackathon
- Agent ConductShared hard rules enforced across all squad agentsmicrosoft/frontier-ghcp-hackathon
- Agent ConductShared hard rules enforced across all squad agentsmicrosoft/frontier-ghcp-hackathon
- Analysis QaEvaluate People Science analysis outputs for validity, privacy, and interpretation readiness. Use when the user has an analysis-manifest.json or vivaglint output files and needs to know whether results are safe and meaningful to interpret.microsoft/glintlabs
- Analyze Readiness At ScaleAnalyze migration assessment readiness at scale or show an estate-wide migration assessment dashboard for Azure Arc SQL Server instances.microsoft/sqlcon-eu-2026-demos
- Analyze SurveyAnalyze a CSV or Excel employee survey export and create a self-contained interactive HTML report plus a privacy-safe share ZIP. Use when the user asks to analyze survey data, a Viva Glint export, or an employee survey workbook.microsoft/glintlabs
- Analyze Survey Ai PreviewCreate or rebuild the staged Viva Glint survey report with AI-generated People Science summaries. Use only when the user explicitly asks for the AI summary preview, staging experience, or experimental summarized report.microsoft/glintlabs