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GitHub creator profile

Azure

Repository-level view of 297 collected skills across 62 GitHub repositories, including approximate occupation coverage.

skills collected
297
repositories
62
occupation fields
2
updated
2026-05-22
occupation focus
Major fields detected across this creator.
repository map

Where the skills live

Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

#01
logicapps-migration-agent
36 skills · 2026-05-15
Software DevelopersProject Management SpecialistsSoftware Quality Assurance Analysts & TestersComputer Systems AnalystsDatabase ArchitectsNetwork & Computer Systems Administrators
7 occupation categories · 86% classified
12%share
#02
azure-sdk-tools
26 skills · 2026-05-21
Software DevelopersSoftware Quality Assurance Analysts & TestersNetwork & Computer Systems AdministratorsProject Management Specialists
4 occupation categories · 100% classified
8.8%share
#03
azure-sdk-for-net
21 skills · 2026-05-20
Software DevelopersSoftware Quality Assurance Analysts & TestersComputer Programmers
3 occupation categories · 100% classified
7.1%share
#04
azure-sdk-for-python
17 skills · 2026-05-19
Software DevelopersCustomer Service Representatives
2 occupation categories · 100% classified
5.7%share
#05
azure-sdk-for-js
14 skills · 2026-05-19
Software DevelopersNetwork & Computer Systems AdministratorsSoftware Quality Assurance Analysts & TestersComputer Systems AnalystsProject Management Specialists
5 occupation categories · 100% classified
4.7%share
#06
azure-sdk-for-java
13 skills · 2026-04-17
Software DevelopersComputer ProgrammersSoftware Quality Assurance Analysts & TestersWord Processors & Typists
4 occupation categories · 100% classified
4.4%share
#07
git-ape
12 skills · 2026-04-29
Network & Computer Systems AdministratorsInformation Security AnalystsSoftware DevelopersSoftware Quality Assurance Analysts & Testers
4 occupation categories · 100% classified
4.0%share
#08
ai-infrastructure-on-azure
11 skills · 2026-03-27
Network & Computer Systems AdministratorsComputer Network ArchitectsData Scientists
3 occupation categories · 100% classified
3.7%share
Showing the top 8 repositories here; full repository list continues below.
repository explorer

Repositories and representative skills

#001
logicapps-migration-agent
36 skills55updated 2026-05-15
12% of creator
analyse-source-design
unclassified

Rules for analysing a single TIBCO flow group's architecture. Covers source file reading depth, Mermaid diagram rules, flow/sub-process rendering, processor mapping priority ladder, and the required multi-step store tool sequence.

2026-05-15
cloud-deployment-and-testing
Network & Computer Systems Administrators

Rules for optional cloud deployment and testing of Logic Apps Standard projects. Covers ARM/Bicep generation, deployment method, app settings management, cloud test execution, and reporting.

2026-05-15
connections-json-generation-rules
Software Developers

Rules for generating connections.json files for Logic Apps Standard. Covers serviceProviderConnections format, mandatory reference lookup, FileSystem mountPath rule, and connector parameter constraints.

2026-05-15
conversion-task-plan-rules
unclassified

Rules for generating ordered conversion task plans. Covers mandatory task ordering, required task types, descriptive task ID rules, optional vs non-optional tasks, output path conventions, and what each task must contain.

2026-05-15
dependency-and-decompilation-analysis
Software Developers

Rules for discovering, analysing, and classifying missing dependencies during TIBCO flow analysis. Covers JAR/Java decompilation, Maven dependency analysis, custom module classification, and what blocks migration.

2026-05-15
detect-logical-groups
Database Architects

Rules for detecting and grouping TIBCO integration artifacts into logical flow groups using a process-call chain strategy. Covers process-call chain rules, fallback grouping when no sources exist, and required output fields.

2026-05-15
dotnet-local-functions-logic-apps
unclassified

Creates .NET local functions (custom code) for Azure Logic Apps Standard. Covers exact NuGet packages, namespaces, csproj, MSBuild targets, VS Code config, function.json, and workflow InvokeFunction patterns for both .NET 8 and .NET Framework 4.7.2.

2026-05-15
logic-apps-planning-rules
Project Management Specialists

Rules for planning the migration of a TIBCO flow to Azure Logic Apps Standard. Covers workflow split policy, 1-flow-to-1-workflow rule, source coverage requirements, planning artifact store sequence, and design constraints.

2026-05-15
Showing top 8 of 36 collected skills in this repository.
#002
azure-sdk-tools
26 skills132238updated 2026-05-21
8.8% of creator
apiview-feedback-resolution
Software Quality Assurance Analysts & Testers

Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_typespec_customized_code_update.

2026-05-21
azure-typespec-author
Software Developers

Authors and modifies Azure TypeSpec (.tsp) API specifications. USE FOR: any TypeSpec/tsp change — api versions (add, bump, preview, stable, promote), resources, operations, models, properties, decorators, visibility, constraints, breaking changes, LRO, suppressions, operationId, spread model. Covers ARM resource-manager and data-plane services. DO NOT USE FOR: SDK generation, releasing SDK packages, or single MCP tool calls. INVOKES: azure-sdk-mcp:azsdk_typespec_generate_authoring_plan, azure-sdk-mcp:azsdk_run_typespec_validation.

2026-05-21
generate-sdk-locally
Software Developers

Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "update changelog", "fix SDK build errors", "fix breaking changes", "resolve SDK generation errors", "customize TypeSpec", "rename SDK client", "rename SDK model", "hide operation from SDK", "fix analyzer errors", "resolve customization drift", "create subclient", "update metadata", "update version". DO NOT USE FOR: publishing to package registries, CI pipeline configuration, API design review. INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.

2026-05-21
azsdk-common-live-and-recorded-tests
Software Quality Assurance Analysts & Testers

Deploy test resources and run Azure SDK tests in live, record, or playback mode. WHEN: "run live tests", "run recorded tests", "deploy test resources", "record tests", "run tests in record mode", "clean up test resources", "run tests against live resources". DO NOT USE FOR: writing new tests, authoring Bicep templates, playback-only test runs without resource deployment. INVOKES: azure-sdk-mcp:azsdk_package_run_tests.

2026-05-21
markdown-token-optimizer
Network & Computer Systems Administrators

Analyze markdown files for token efficiency and reduce context-window bloat. **UTILITY SKILL**. DO NOT USE FOR: code optimization, general file editing, non-markdown files. 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. INVOKES: waza CLI.

2026-05-21
pipeline-troubleshooting
Network & Computer Systems Administrators

Diagnose and resolve failures in Azure SDK CI and generation pipelines. **UTILITY SKILL**. USE FOR: "pipeline failed", "build failure", "CI check failing", "SDK generation error", "reproduce pipeline locally", "debug SDK pipeline". DO NOT USE FOR: local build issues without pipeline context, API design review, SDK publishing. INVOKES: azure-sdk-mcp:azsdk_analyze_pipeline, azure-sdk-mcp:azsdk_package_build_code, azure-sdk-mcp:azsdk_package_run_check.

2026-05-21
prepare-release-plan
Project Management Specialists

Create and manage release plan work items for Azure SDK releases across languages. **UTILITY SKILL**. USE FOR: "create release plan", "update release plan", "link SDK PR to plan", "namespace approval", "check release plan status". DO NOT USE FOR: SDK code generation, pipeline troubleshooting, API review feedback. INVOKES: azure-sdk-mcp:azsdk_create_release_plan, azure-sdk-mcp:azsdk_get_release_plan, azure-sdk-mcp:azsdk_link_sdk_pull_request_to_release_plan.

2026-05-21
sdk-release
Network & Computer Systems Administrators

Check release readiness and trigger the release pipeline for Azure SDK packages. **UTILITY SKILL**. USE FOR: "release SDK", "trigger release", "check release readiness", "release pipeline", "publish package", "ship SDK". DO NOT USE FOR: SDK development, code generation, pipeline debugging, release plan creation. INVOKES: azure-sdk-mcp:azsdk_release_sdk.

2026-05-21
Showing top 8 of 26 collected skills in this repository.
#003
azure-sdk-for-net
21 skills6.0k5.2kupdated 2026-05-20
7.1% of creator
mpg-migration
Software Developers

Handles Azure SDK for .NET management-plane migrations from AutoRest/Swagger to TypeSpec; use for MPG, mgmt migration, or Azure.ResourceManager.* migration requests.

2026-05-20
roll-dice
Software Developers

Roll dice using a random number generator. Use when asked to roll a die (d6, d20, etc.), roll dice, or generate a random dice roll.

2026-05-12
test-skill-file
Software Developers

Roll dice using a random number generator.

2026-05-08
generate-code-cs
Software Developers

Generate the code from typespec for C#. Parameter: C# SDK repository root location <cs_root>.

2026-05-01
author-test
Software Quality Assurance Analysts & Testers

Generate a test given sample. Parameters: <cs_root> C# SDK repository root; <package_name> Package name: one of Azure.AI.Projects, Azure.AI.Projects.Agents or Azure.AI.Extensions.OpenAI; <sample_name> the sample to use as a starting point for the test.

2026-05-01
build-sample-matrix
Software Developers

Build the matrix of all the samples throughout different frameworks.

2026-05-01
translate-a-sample
Software Developers

Translate the Azure SDK sample from python to C# and generate markdownn file for the sample. Parameters: <cs_root> C# SDK repository root; <python_root> python SDK repository root; <package_name> Package name: one of Azure.AI.Projects, Azure.AI.Projects.Agents or Azure.AI.Extensions.OpenAI; <sample_name> The name of sample file in Python SDK repository.

2026-05-01
update-changelog
Software Developers

Update the CHANGELOG.md files of C# projects. Parameters: cs_root C# SDK repository root.

2026-05-01
Showing top 8 of 21 collected skills in this repository.
#004
azure-sdk-for-python
17 skills5.5k3.3kupdated 2026-05-19
5.7% of creator
emitter-package-update
Software Developers

Automate bumping typespec-python version in emitter-package.json for the Azure SDK for Python repository. Use this skill when the user wants to update @azure-tools/typespec-python to the latest version, create a PR for the version bump, or manage emitter-package.json updates.

2026-05-19
hello
Customer Service Representatives

A simple greeting skill that confirms the agent is running correctly.

2026-05-13
azure-search-documents
Software Developers

Post-regeneration customization guide for azure-search-documents. Verifies _patch.py imports, ApiVersion, enum aliases, validation, testing, and changelog after codegen. WHEN: regenerate azure-search-documents; azure-search-documents tsp-client update; update azure-search-documents API version; reconcile azure-search-documents _patch.py after regeneration; fix azure-search-documents regeneration break; prepare azure-search-documents release after regeneration.

2026-05-08
create-package-skill
Software Developers

Interactive wizard that walks service teams through creating a package-specific skill for their Azure SDK package. Scans the package, detects customization patterns, scaffolds a SKILL.md with references, validates with vally lint, and registers in find-package-skill. WHEN: create package skill; add service skill; bootstrap skill for package; new package skill; skill for my SDK package; write skill for search; write skill for cosmos.

2026-05-05
fix-black
Software Developers

Automatically fix black code formatting issues in any Azure SDK for Python package

2026-04-27
fix-mypy
Software Developers

Automatically fix mypy type checking issues in any Azure SDK for Python package following Azure SDK Python patterns.

2026-04-27
fix-pylint
Software Developers

Automatically fix pylint issues in any Azure SDK for Python package following Azure SDK Python guidelines and existing code patterns.

2026-04-27
fix-sphinx
Software Developers

Automatically fix Sphinx documentation issues in any Azure SDK for Python package following Azure SDK Python documentation standards.

2026-04-27
Showing top 8 of 17 collected skills in this repository.
#005
azure-sdk-for-js
14 skills2.3k1.4kupdated 2026-05-19
4.7% of creator
azsdk-common-apiview-feedback-resolution
Software Quality Assurance Analysts & Testers

Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_customized_code_update.

2026-05-19
azsdk-common-generate-sdk-locally
Software Developers

Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "update changelog", "fix SDK build errors", "fix breaking changes", "resolve SDK generation errors", "customize TypeSpec", "rename SDK client", "rename SDK model", "hide operation from SDK", "fix analyzer errors", "resolve customization drift", "create subclient", "update metadata", "update version". DO NOT USE FOR: publishing to package registries, CI pipeline configuration, API design review. INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.

2026-05-19
azsdk-common-pipeline-troubleshooting
Network & Computer Systems Administrators

Diagnose and resolve failures in Azure SDK CI and generation pipelines. **UTILITY SKILL**. USE FOR: "pipeline failed", "build failure", "CI check failing", "SDK generation error", "reproduce pipeline locally", "debug SDK pipeline". DO NOT USE FOR: local build issues without pipeline context, API design review, SDK publishing. INVOKES: azure-sdk-mcp:azsdk_analyze_pipeline, azure-sdk-mcp:azsdk_package_build_code, azure-sdk-mcp:azsdk_package_run_check.

2026-05-19
azsdk-common-prepare-release-plan
Project Management Specialists

Create and manage release plan work items for Azure SDK releases across languages. **UTILITY SKILL**. USE FOR: "create release plan", "update release plan", "link SDK PR to plan", "namespace approval", "check release plan status". DO NOT USE FOR: SDK code generation, pipeline troubleshooting, API review feedback. INVOKES: azure-sdk-mcp:azsdk_create_release_plan, azure-sdk-mcp:azsdk_get_release_plan, azure-sdk-mcp:azsdk_link_sdk_pull_request_to_release_plan.

2026-05-19
azsdk-common-sdk-release
Network & Computer Systems Administrators

Check release readiness and trigger the release pipeline for Azure SDK packages. **UTILITY SKILL**. USE FOR: "release SDK", "trigger release", "check release readiness", "release pipeline", "publish package", "ship SDK". DO NOT USE FOR: SDK development, code generation, pipeline debugging, release plan creation. INVOKES: azure-sdk-mcp:azsdk_release_sdk.

2026-05-19
create-package-skill
Software Developers

Interactive wizard that walks service teams through creating a package-specific skill for their Azure SDK package. Scans the package, detects customization patterns, scaffolds a SKILL.md with references, validates with vally lint, and registers in find-package-skill. WHEN: create package skill; add service skill; bootstrap skill for package; new package skill; skill for my SDK package; write skill for search; write skill for cosmos.

2026-05-04
regenerate-from-typespec
Software Developers

Regenerate the @azure/ai-projects client from the latest TypeSpec commit on Azure/azure-rest-api-specs. Use when refreshing emitted code, bumping the pinned tsp-location commit, running tsp-client update, or pulling in upstream Foundry spec changes. Handles the rename dance between tsp-location.saved.yaml and tsp-location.yaml.

2026-04-30
update-changelog
Software Developers

Update ai-projects CHANGELOG.md after a TypeSpec regeneration. Merges new items into the existing top (Unreleased) entry when present; otherwise creates a new top entry, classifying changes into Breaking Changes / Features Added / Bugs Fixed / Other Changes buckets and syncing package.json version as needed.

2026-04-30
Showing top 8 of 14 collected skills in this repository.
#006
azure-sdk-for-java
13 skills2.6k2.2kupdated 2026-04-17
4.4% of creator
create-package-skill
Software Developers

Interactive wizard that walks service teams through creating a package-specific skill for their Azure SDK package. Scans the package, detects customization patterns, scaffolds a SKILL.md with references, validates with vally lint, and registers in find-package-skill. WHEN: create package skill; add service skill; bootstrap skill for package; new package skill; skill for my SDK package; write skill for search; write skill for cosmos.

2026-04-17
find-package-skill
Software Developers

**UTILITY SKILL** — Must be consulted before making any changes to packages under sdk/. Provides package-specific domain knowledge that prevents common mistakes. WHEN: add feature to package; fix bug in package; modify package code; regenerate from typespec; change client library.

2026-04-17
codegen
Computer Programmers

Generate code from TypeSpec via tsp-client (update, sync, generate). Requires a tsp-location.yaml in the current working directory. Supports updating the commit hash before running.

2026-03-16
dedup-openai
Computer Programmers

Suppress generated Java classes that duplicate openai-java models, using @@alternateType in TypeSpec and manual serialization bridges. Use after dup-classes has identified actionable duplicates.

2026-03-16
dup-classes
Computer ProgrammersSoftware Developers

Verify whether generated Java classes duplicate openai-java models by comparing fields/types (names may differ). Use when checking for duplicate model coverage.

2026-03-16
github
Software Developers

Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.

2026-03-16
release-notes
Software DevelopersWord Processors & Typists

Update CHANGELOG.md and README.md for an Azure SDK for Java package based on a GitHub PR. Use when the user wants to write or update release notes, changelogs, or readme docs from a PR reference.

2026-03-16
run-tests
Software DevelopersSoftware Quality Assurance Analysts & Testers

Run project tests using Maven (mvn). Use when the user asks to run tests.

2026-03-16
Showing top 8 of 13 collected skills in this repository.
#007
git-ape
12 skills23935updated 2026-04-29
4.0% of creator
azure-resource-visualizer
Network & Computer Systems Administrators

Analyze deployed Azure resource groups and generate detailed Mermaid architecture diagrams showing relationships between resources. Use for post-deployment visualization, understanding existing infrastructure, or documenting live Azure environments.

2026-04-29
git-ape-onboarding
Software Developers

Onboard a repository, Azure subscription(s), and user identity for Git-Ape CI/CD using a skill-driven CLI playbook. Use for first-time setup of OIDC, federated credentials, RBAC, GitHub environments, and required secrets.

2026-04-27
prereq-check
Software Quality Assurance Analysts & Testers

Check that all required CLI tools are installed, meet minimum versions, and have active auth sessions. Shows platform-specific install commands for anything missing.

2026-04-27
azure-cost-estimator
Network & Computer Systems Administrators

Estimate monthly costs for Azure resources by querying the Azure Retail Prices API. Parses ARM templates to identify resources, SKUs, and regions, then looks up real retail pricing. Produces a per-resource cost breakdown with monthly totals. Use during template generation or when user asks about costs.

2026-04-08
azure-deployment-preflight
Network & Computer Systems Administrators

Run preflight validation on ARM templates before deployment. Performs what-if analysis, permission checks, and generates a structured report with resource changes (create/modify/delete). Use before any deployment to preview changes and catch issues early.

2026-04-08
azure-drift-detector
Network & Computer Systems Administrators

Detect configuration drift between deployed Azure resources and stored deployment state. Compare actual Azure configuration against desired state in .azure/deployments/, identify differences, and guide user through reconciliation options. Use when checking for manual changes, policy remediations, or unauthorized modifications.

2026-04-08
azure-integration-tester
Software Quality Assurance Analysts & Testers

Run post-deployment integration tests for Azure resources. Verify Function Apps, Storage Accounts, Databases, App Services are healthy and accessible. Use after successful Azure deployment.

2026-04-08
azure-policy-advisor
Information Security Analysts

Assess Azure Policy compliance for ARM template resources. Queries existing subscription assignments and unassigned custom/built-in definitions, cross-references with Microsoft Learn recommendations. Produces per-resource policy recommendations with implementation options.

2026-04-08
Showing top 8 of 12 collected skills in this repository.
#008
ai-infrastructure-on-azure
11 skills3014updated 2026-03-27
3.7% of creator
azure-node-health-report
Network & Computer Systems Administrators

File Azure Guest Health Reports for node investigation or replacement. Complete impact category reference (26 categories), PhysicalHostName and Resource ID collection, REST API format, and insight polling.

2026-03-27
cluster-outlier-detection
Data Scientists

Statistical methods for identifying underperforming nodes from batch test results. Absolute thresholds, z-score, and MAD methods for fleet-wide GPU and NCCL analysis.

2026-03-27
ib-link-validation
Network & Computer Systems Administrators

Check InfiniBand connectivity, port state, partition keys, and error counters on Azure HPC nodes. Covers operstate, ibstat, pkey verification, link flap detection, and soft fixes.

2026-03-27
nccl-allreduce-test
Network & Computer Systems Administrators

Run NCCL all_reduce_perf bandwidth tests via Slurm, configure per-SKU environment variables (MNNVL, SHARP, GDR), and interpret busbw results.

2026-03-27
nccl-performance-diagnosis
Computer Network Architects

Analyze NCCL bandwidth results, scope intra-rack vs inter-rack failures, and use bisection algorithm to isolate bad nodes. GPU vs network root cause analysis.

2026-03-27
node-drain-and-replace
Network & Computer Systems Administrators

Slurm node lifecycle management — drain, undrain, reboot, and file for replacement. Decision tree for when to drain vs reboot vs GHR.

2026-03-27
node-gpu-validation
Network & Computer Systems Administrators

Test GPU compute performance using ubergemm GEMM benchmarks. Parse CSV output, identify underperforming GPUs, run fleet-wide analysis.

2026-03-27
rack-topology
Network & Computer Systems Administrators

MNNVL domain discovery on Azure GB300 clusters. ClusterUUID lookup via nvidia-smi, expected rack sizes per SKU, FabricManager troubleshooting.

2026-03-27
Showing top 8 of 11 collected skills in this repository.
#009
AZVerify
9 skills9412updated 2026-04-08
3.0% of creator
azv-azure-to-diagram
Software Developers

Reverse-engineer a live Azure scope (resource group or filtered subscription) into a professional Draw.io architecture diagram. Discovers resources via Azure MCP, infers relationships from resource properties, filters infrastructure-only resources, and generates a diagram following established AzVerify conventions.

2026-04-08
azv-azure-to-bicep
Software Developers

Reverse-engineer a live Azure scope (resource group or filtered subscription) into deployment-ready Bicep templates. Discovers resources via Azure MCP, extracts full configurations, generates modular Bicep with parameter files, and documents out-of-scope dependencies that require separate changes.

2026-04-06
azv-bicep-diagram-sync
Software Developers

Compare Bicep templates against a Draw.io Azure architecture diagram to detect resource-level divergence. Reports differences and offers resolution — update Bicep to match the diagram, update the diagram to match Bicep, or selectively resolve per resource.

2026-04-06
azv-bicep-policy-check
Software Developers

Check a Bicep template against the Azure Policy assignments in the target Azure environment to determine whether the resources would be compliant before deployment. Uses the checkPolicyRestrictions REST API for fast server-side evaluation, with a legacy CLI fallback. Produces a per-resource compliance report with remediation guidance.

2026-04-06
azv-bicep-whatif
Software Developers

Compare Bicep templates against a live Azure environment by querying Azure directly and parsing the Bicep template. Presents categorized change results (Create, Modify, Delete, No Change) without deploying anything. Does NOT use ARM what-if.

2026-04-06
azv-diagram-azure-sync-deep
Software Developers

Deep-compare a Draw.io Azure architecture diagram against a live Azure environment — checks both resource existence AND every tracked configuration property (SKU, size, settings, etc.) against expected values. Reports existence drift and property-level drift with severity classification, and offers per-property resolution.

2026-04-06
azv-diagram-azure-sync
Network & Computer Systems Administrators

Compare a Draw.io Azure architecture diagram against a live Azure environment to detect drift. Supports quick mode (existence check) and deep mode (full property-level comparison). Reports differences and offers resolution — update the diagram, update Azure, or selectively resolve per resource.

2026-04-06
azv-diagram-to-bicep
Software Developers

Generate deployment-ready Bicep templates and PowerShell scripts from an approved Draw.io Azure architecture diagram. Parses the diagram, generates a user-editable .bicepparam file with descriptive comments, validates against Azure constraints, and outputs modular Bicep with deployment scripts.

2026-04-06
Showing top 8 of 9 collected skills in this repository.
#010
azure-container-networking
8 skills425269updated 2026-04-16
2.7% of creator
acn-go-context-lifecycle
Software Developers

Go context propagation, goroutine lifecycle, and process shutdown discipline. Use when writing or reviewing code that spawns goroutines, manages process lifecycle, passes context through call chains, or handles graceful shutdown. Trigger on context.Background() outside of main/tests, fire-and-forget goroutines, custom exit channels where context would suffice, or missing context in function signatures. Also trigger when reviewing init/startup code that creates its own contexts instead of accepting one.

2026-04-16
acn-go-control-plane-contracts
Software Developers

Go control-plane contract design for Azure/azure-container-networking. Use when changing CRD Go types, status/condition fields, response-code mapping, controller/reconciler bootstrap logic, or generated contract artifacts such as CRD manifests and rendered Dockerfiles. Trigger on edits under crd/, API type packages, response/status code enums, reconciler init or migration code, or any change that affects externally consumed state.

2026-04-16
acn-go-design-boundaries
Software Developers

Go code design boundaries — behavioral configuration vs scenario coupling, side effects in functions, function parameter minimality, abstraction timing, control-loop hysteresis, validator purity, and preflight-before-mutation. Use when designing config-driven behavior, reviewing functions that accept whole structs when they need one field, refactoring code that branches on scenario names deep in the stack, stabilizing reconcile loops that request/release on every pass, separating validation from mutation, or evaluating whether a helper function or constructor adds value. Trigger on scenario names (Swift, MTPNC, overlay) appearing in low-level functions, validators that patch inputs while checking them, batch mutations that can partially apply before failing, functions mutating passed references instead of returning values, flapping threshold decisions in reconcile loops, or unnecessary abstractions.

2026-04-16
acn-go-errors-logging
Software Developers

Go error string formatting, zap logging discipline, and adjacent observability naming for production services. Use when writing error messages, choosing log levels, shaping zap messages and fields, deciding between log-and-return or single-handling, or reviewing error/log quality. Trigger on capitalized error strings, metadata stuffed into message prefixes, zap.Any used for known types, vague metric/config names, bare root logger usage, or logs that describe code instead of outcomes. Complements samber/cc-skills-golang@golang-error-handling with stronger opinions on conciseness, field discipline, and level discipline.

2026-04-16
acn-go-http-api-contracts
Software Developers

HTTP and REST contract design for Azure/azure-container-networking. Use when designing or reviewing HTTP handlers, routes, request/response types, query parameters, and action semantics. Trigger on GET handlers with bodies, PUT vs PATCH questions, action-heavy URL designs, redundant wrapper responses, or APIs that split a single resource operation across mismatched request shapes.

2026-04-16
acn-go-interfaces-dependencies
Software Developers

Go interface design, dependency direction, and package coupling patterns. Use when defining interfaces, choosing where to place them, designing constructors, injecting dependencies, or reviewing import graphs. Trigger on exported interfaces in provider packages, interfaces matching a single type, backwards imports (server importing client), or functions accepting entire config structs when they need one field. Supersedes generic Go interface guidance with stronger opinions on consumer-side interfaces and coupling.

2026-04-16
acn-go-platform-abstraction
Software Developers

Go platform/OS-specific code patterns for cross-platform projects. Use when writing or reviewing code that must work on multiple OSes (Linux, Windows), when you see noop stubs in _<os>.go files, runtime.GOOS checks, or OS-specific build tags. Supersedes generic Go guidance on build tags and OS-specific code. Trigger on any code that branches by operating system.

2026-04-16
acn-go-types-parsing
Software Developers

Go type safety, standard library type preferences, and the 'parse don't validate' principle. Use when handling IP addresses, MAC addresses, network types, or any string-typed domain data. Trigger on net.IP usage (prefer netip.Addr), string MAC addresses (prefer net.HardwareAddr), stringly-typed variables that should be custom types, or reflect.DeepEqual where == suffices. Also trigger on 'parse don't validate' discussions or type conversion at boundaries.

2026-04-16
#011
azure-rest-api-specs
7 skills3.1k5.8kupdated 2026-05-01
2.4% of creator
azure-typespec-author
Software Developers

Authors and modifies Azure TypeSpec (.tsp) API specifications. USE FOR: any TypeSpec/tsp change — api versions (add, bump, preview, stable, promote), resources, operations, models, properties, decorators, visibility, constraints, breaking changes, LRO, suppressions, operationId, spread model. Covers ARM resource-manager and data-plane services. DO NOT USE FOR: SDK generation, releasing SDK packages, or single MCP tool calls. INVOKES: azure-sdk-mcp:azsdk_typespec_generate_authoring_plan, azure-sdk-mcp:azsdk_run_typespec_validation.

2026-05-01
azure-api-review
Software Developers

Shared Azure REST API review rules for OpenAPI (Swagger) and TypeSpec specifications. Contains cross-cutting review guidelines used by ARM API reviewers, code review agents, and CI workflows. USE FOR: reviewing API specs for naming, security, property design, resource lifecycle, and versioning compliance. DO NOT USE FOR: authoring TypeSpec files (use azure-typespec-author), SDK generation, or releasing packages.

2026-04-29
azsdk-common-apiview-feedback-resolution
Software Quality Assurance Analysts & Testers

Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_typespec_customized_code_update.

2026-04-29
azsdk-common-generate-sdk-locally
Software Developers

Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "update changelog", "fix SDK build errors", "fix breaking changes", "resolve SDK generation errors", "customize TypeSpec", "rename SDK client", "rename SDK model", "hide operation from SDK", "fix analyzer errors", "resolve customization drift", "create subclient", "update metadata", "update version". DO NOT USE FOR: publishing to package registries, CI pipeline configuration, API design review. INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.

2026-04-29
azsdk-common-pipeline-troubleshooting
Software Developers

Diagnose and resolve failures in Azure SDK CI and generation pipelines. **UTILITY SKILL**. USE FOR: "pipeline failed", "build failure", "CI check failing", "SDK generation error", "reproduce pipeline locally", "debug SDK pipeline". DO NOT USE FOR: local build issues without pipeline context, API design review, SDK publishing. INVOKES: azure-sdk-mcp:azsdk_analyze_pipeline, azure-sdk-mcp:azsdk_package_build_code, azure-sdk-mcp:azsdk_package_run_check.

2026-04-29
azsdk-common-prepare-release-plan
Project Management Specialists

Create and manage release plan work items for Azure SDK releases across languages. **UTILITY SKILL**. USE FOR: "create release plan", "update release plan", "link SDK PR to plan", "namespace approval", "check release plan status". DO NOT USE FOR: SDK code generation, pipeline troubleshooting, API review feedback. INVOKES: azure-sdk-mcp:azsdk_create_release_plan, azure-sdk-mcp:azsdk_get_release_plan, azure-sdk-mcp:azsdk_link_sdk_pull_request_to_release_plan.

2026-04-29
azsdk-common-sdk-release
Software Developers

Check release readiness and trigger the release pipeline for Azure SDK packages. **UTILITY SKILL**. USE FOR: "release SDK", "trigger release", "check release readiness", "release pipeline", "publish package", "ship SDK". DO NOT USE FOR: SDK development, code generation, pipeline debugging, release plan creation. INVOKES: azure-sdk-mcp:azsdk_release_sdk.

2026-04-29
#012
documentdb-agent-kit
7 skills54updated 2026-05-18
2.4% of creator
documentdb-indexing
Database Architects

Index-type selection and shape guidance for Azure DocumentDB — when to use single-field, compound (ESR), multikey, wildcard, hashed, 2dsphere, TTL, and vector indexes; query-pattern → index-shape cookbook; per-collection index budget; DocumentDB-specific preference for `textSearch` over community `$text`. Use when designing or reviewing indexes, choosing an index type for a query pattern, or deciding whether an additional index is worth the write cost.

2026-05-18
documentdb-mcp-setup
Database Administrators

Guide users through configuring the DocumentDB MCP server for Azure DocumentDB. Use this skill when a user has the DocumentDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to Azure DocumentDB and don't have the credentials set up.

2026-05-18
documentdb-natural-language-querying
Database Architects

Generate read-only DocumentDB/MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate queries for Azure DocumentDB, wants to filter/query/aggregate data, asks "how do I query...", needs help with query syntax, or discusses finding/filtering/grouping documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT analyze or optimize existing queries — use documentdb-query-optimizer for that. Requires DocumentDB MCP server.

2026-05-18
documentdb-sharding
Database Architects

Horizontal sharding (partitioning) for Azure DocumentDB collections — when to shard vs stay single-shard, how to pick a shard key for read-heavy vs write-heavy workloads, the logical/physical shard mental model, scaling out vs scaling up, hot-partition diagnosis, and the `sh.shardCollection` / `sh.reshardCollection` commands. Use when deciding whether to shard a collection, choosing or changing a shard key, sizing a cluster, or troubleshooting uneven storage / throughput across physical shards.

2026-05-12
documentdb-storage
Database Architects

Storage configuration guidance for Azure DocumentDB — when and how to use Premium SSD v2 high-performance storage, IOPS/bandwidth caps that are gated by compute tier (not disk size), Premium SSD v2 limitations (no CMK, migration paths, disk-hydration sequencing), and storage capacity change limits. Use when picking a storage type at cluster creation, sizing for I/O-intensive workloads, migrating from Premium SSD to Premium SSD v2, or sequencing compute/storage/HA changes on a Premium SSD v2 cluster.

2026-05-12
documentdb-high-availability
Database Architects

High availability, business-continuity, and disaster-recovery best practices for Azure DocumentDB — enabling in-region HA with availability zones (99.99% SLA), adding active-passive cross-region replica clusters (99.995% SLA), and understanding automatic backup retention. Use when designing production topology, planning failover, provisioning DR, picking regions, or reviewing cluster architecture.

2026-05-12
documentdb-azure-deployment
Network & Computer Systems Administrators

Deploy an Azure DocumentDB cluster (`Microsoft.DocumentDB/mongoClusters`) end-to-end — Bicep (primary), Azure CLI one-shot, Terraform, or portal. Covers resource-group creation, cluster parameters (tier, storage, server version, sharding, HA), firewall rule configuration, retrieving the connection string, and teardown. Use when the user asks to provision, create, deploy, or spin up an Azure DocumentDB cluster, or wants infrastructure-as-code for one.

2026-05-08
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