- Foundry CodePython code execution via Azure AI Foundry Responses API with code_interpreter tool. Data analysis, charts, and math in a managed sandbox.Azure/kars39
- Foundry ConversationsManage persistent conversations via Foundry Conversations API. Create conversations, add messages, and maintain history across sessions.Azure/kars39
- Foundry DeploymentsQuery model deployments, connections, and indexes in the Foundry project. Discover available models and infrastructure.Azure/kars39
- Foundry EvaluationsEvaluate agent quality using Foundry OpenAI Evals API. Create evaluations, run them against models, and analyze results.Azure/kars39
- Foundry KnowledgeKnowledge retrieval (RAG) via Foundry file_search and azure_ai_search tools. Agentic retrieval with citations — uses Responses API.Azure/kars39
- Foundry MemoryPersistent long-term memory via Foundry Memory Store APIs. User preferences and chat summaries survive pod restarts — no Foundry hosted agent needed.Azure/kars39
- Foundry Web SearchReal-time web search via Azure AI Foundry Responses API with bing_grounding tool. Get current information with citations — no egress policy needed.Azure/kars39
- Kars DeploymentKars deployment and infrastructure skill — how to deploy, build images, manage AKS, and troubleshoot.Azure/kars39
- Kars SpawnSpawn secure isolated sub-agent sandboxes, delegate tasks via AGT mesh, receive results, and destroy sub-agents. Uses the kars_spawn, kars_mesh_send, kars_mesh_inbox, and kars_spawn_destroy tools.Azure/kars39
- Mesh FederationPair with a kars cluster and offload heavy tasks to governed cloud sandboxes with GPU / foundation-model inference / Azure AI services, or communicate with other agents over end-to-end encrypted AgentMesh. Triggers on natural-language intents like "offload to the cloud", "run this on Azure", "ask my cluster to…", "send a message to agent X", "who is on the mesh", "check my inbox", "is my offload done".Azure/kars39
- Pr StandardsUse when creating, reviewing, or preparing a pull request — enforces team PR standards including size, summary quality, CI checks, commit hygiene, security review, and review workflow.Azure/ARO-HCP39
- Fix Sync Sdk**WORKFLOW SKILL** - Update TypeSpec project, regenerate SDK, to fix error on SDK project. USE FOR: "fix sdk lib <project-name>".Azure/autorest.java38
- Migrate Sdk Typespec**WORKFLOW SKILL** - Update SDK project and TypeSpec project, regenerate SDK, to fix error on SDK project. USE FOR: "migrate sdk lib for <tsp-project>".Azure/autorest.java38
- Validate Dev Build**WORKFLOW SKILL** - Build the emitter with dev dependencies, and validate end-to-end tests. USE FOR: "validate dev build".Azure/autorest.java38
- Csi Spec ConformanceVerify that changes to the local-csi-driver conform to the Container Storage Interface (CSI) specification. Use when adding or modifying any CSI gRPC RPC (Identity, Controller, Node), changing advertised capabilities, error codes, idempotency behavior, or capacity handling. Cross-references the upstream CSI spec, runs focused unit tests (the csi-test sanity suite is optional), and applies a per-RPC conformance checklist.Azure/local-csi-driver33
- Ai InfraAzure HPC and AI infrastructure operations on CycleCloud Workspace for Slurm and AKS clusters with NVIDIA GB300/H100 GPUs. Use for: NCCL bandwidth tests, GPU validation, InfiniBand checks, thermal stress, rack topology (MNNVL), Azure Guest Health Reporting (aka GHR and used for reporting a node failure to Azure), draining and replacing bad nodes, outlier detection, and SKU performance baselines. Covers both Slurm and AKS execution paths.Azure/ai-infrastructure-on-azure30
- Agent CollaborationStandard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communicationAzure/apiops-cli29
- Agent CollaborationStandard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communicationAzure/apiops-cli29
- Agent ConductShared hard rules enforced across all squad agentsAzure/apiops-cli29
- Agent ConductShared hard rules enforced across all squad agentsAzure/apiops-cli29
- Architectural ProposalsHow to write comprehensive architectural proposals that drive alignment before code is writtenAzure/apiops-cli29
- Architectural ProposalsHow to write comprehensive architectural proposals that drive alignment before code is writtenAzure/apiops-cli29
- Ci Validation GatesDefensive CI/CD patterns: semver validation, token checks, retry logic, draft detection — earned from v0.8.22Azure/apiops-cli29
- Ci Validation GatesDefensive CI/CD patterns: semver validation, token checks, retry logic, draft detection — earned from v0.8.22Azure/apiops-cli29
- Client CompatibilityPlatform detection and adaptive spawning for CLI vs VS Code vs other surfacesAzure/apiops-cli29
- Client CompatibilityPlatform detection and adaptive spawning for CLI vs VS Code vs other surfacesAzure/apiops-cli29
- Codespace Multi RepoClone, pull, and push across multiple repositories from a Codespace/dev container without PATs — GitHub repos via GitHub CLI web login (avoiding GITHUB_TOKEN/GH_TOKEN interference) and Azure DevOps repos via a short-lived az CLI OAuth token. Use when working across more than one repo, gh auth login fails, git push/fetch returns 403/401, or when testing apiops init/pipeline changes across repos.Azure/apiops-cli29
- Cross SquadCoordinating work across multiple Squad instancesAzure/apiops-cli29
- Cross SquadCoordinating work across multiple Squad instancesAzure/apiops-cli29
- Distributed MeshHow to coordinate with squads on different machines using git as transportAzure/apiops-cli29
- Distributed MeshHow to coordinate with squads on different machines using git as transportAzure/apiops-cli29
- Docs StandardsMicrosoft Style Guide + Squad-specific documentation patternsAzure/apiops-cli29
- Docs StandardsMicrosoft Style Guide + Squad-specific documentation patternsAzure/apiops-cli29
- Economy ModeShifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.Azure/apiops-cli29
- Economy ModeShifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.Azure/apiops-cli29
- Error RecoveryStandard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.Azure/apiops-cli29
- External CommsPAO workflow for scanning, drafting, and presenting community responses with human review gateAzure/apiops-cli29
- External CommsPAO workflow for scanning, drafting, and presenting community responses with human review gateAzure/apiops-cli29
- Gh Auth IsolationSafely manage multiple GitHub identities (EMU + personal) in agent workflowsAzure/apiops-cli29
- Gh Auth IsolationSafely manage multiple GitHub identities (EMU + personal) in agent workflowsAzure/apiops-cli29
- Git WorkflowSquad branching model: dev-first workflow with insiders preview channelAzure/apiops-cli29
- Git WorkflowSquad branching model: dev-first workflow with insiders preview channelAzure/apiops-cli29
- Github Multi AccountDetect and set up account-locked gh aliases for multi-account GitHub. The AI reads this skill, detects accounts, asks the user which is personal/work, and runs the setup automatically.Azure/apiops-cli29
- Github Multi AccountDetect and set up account-locked gh aliases for multi-account GitHub. The AI reads this skill, detects accounts, asks the user which is personal/work, and runs the setup automatically.Azure/apiops-cli29
- History HygieneRecord final outcomes to history.md, not intermediate requests or reversed decisionsAzure/apiops-cli29
- History HygieneRecord final outcomes to history.md, not intermediate requests or reversed decisionsAzure/apiops-cli29
- HumanizerTone enforcement patterns for external-facing community responsesAzure/apiops-cli29
- HumanizerTone enforcement patterns for external-facing community responsesAzure/apiops-cli29
- Init ModeTeam initialization flow (Phase 1 proposal + Phase 2 creation)Azure/apiops-cli29
- Init ModeTeam initialization flow (Phase 1 proposal + Phase 2 creation)Azure/apiops-cli29
- Integration Test PrerequisitesSet up Azure and GitHub prerequisites for integration and release-tests workflows using a user-assigned managed identity, OIDC federated credentials, RBAC roles, and environment secrets. Use when troubleshooting AADSTS70025/AADSTS700213 or authorization failures during integration-test or release-tests workflow runs.Azure/apiops-cli29
- Project ConventionsCore conventions and patterns for this codebaseAzure/apiops-cli29
- Project ConventionsCore conventions and patterns for this codebaseAzure/apiops-cli29
- Release ProcessStep-by-step release checklist for Squad — prevents v0.8.22-style disastersAzure/apiops-cli29
- Release ProcessStep-by-step release checklist for Squad — prevents v0.8.22-style disastersAzure/apiops-cli29
- ReskillTeam-wide charter and history optimization through skill extractionAzure/apiops-cli29
- ReskillTeam-wide charter and history optimization through skill extractionAzure/apiops-cli29
- Reviewer ProtocolReviewer rejection workflow and strict lockout semanticsAzure/apiops-cli29
- Reviewer ProtocolReviewer rejection workflow and strict lockout semanticsAzure/apiops-cli29
- Secret HandlingNever read .env files or write secrets to .squad/ committed filesAzure/apiops-cli29