Regenerate the local emitter and diff the generated code against the upstream baseline checked into autorest.python. Use this skill when the user wants to see how their emitter changes affect generated code compared to what's currently in production, says things like "diff upstream", "compare to baseline", "what changed vs production", "show me the diff", "how does this affect generated code", or wants to validate their changes produce the expected output differences.
Generate Python SDK code from a TypeSpec specification using the local emitter. Use this skill when the user wants to generate/regenerate a Python client from a TypeSpec spec, provides a GitHub URL or local path to a TypeSpec project, or says things like "generate from this spec", "emit Python from this tsp", "regenerate the SDK", or "compile this TypeSpec for Python".
Build and test the @typespec/http-client-python emitter. Use this skill whenever the user wants to test their local changes to the emitter, run the generator test suite, check if their http-client-python changes are passing, or validate a fix. Triggers on phrases like "test the emitter", "run tests", "check if my changes pass", "run test:generator", "run CI", or any mention of testing/validating changes in the emitter package.
Read this before adding or importing a component; follow the workflow instead of guessing. Explains how to add a new component to an azldev distro, covering inspecting the upstream spec, the inline-versus-dedicated-file decision, and validating with render, diff-sources, and build. Triggers include add component, new package, import package, create comp.toml, new component.
Read this before building a component or diagnosing a build failure; do not guess build flags or the inner loop. Explains how to build, iterate on, and debug an azldev component, covering comp build flags (local-repo, preserve-buildenv), the render/build/test inner loop, diff-sources, and disabling a failing %check via check.skip. Triggers include build component, build failed, build error, inner loop, preserve buildenv, local repo, disable check.
Read this before authoring, editing, or reviewing a *.comp.toml file; do not work from memory. Explains the azldev component definition format and review workflow, covering component structure, spec sources, build config, release calculation, render options, file organization, overlay hygiene, stale files, disabled tests, and testing verification. Triggers include comp.toml, component config, review component, component hygiene, spec source, upstream-distro, build defines, release calculation, includes.
Read this before building, booting, or configuring an azldev image. Explains the azldev image commands (list, build, boot, test, customize) and the [images.<name>] config (kiwi definition, capabilities, tests, publish); the kiwi XML format itself is upstream KIWI NG. Triggers include image build, image boot, kiwi, container image, VM image, images.toml.
Read this before testing or inspecting a built RPM; do not drive mock by hand from memory. Explains how to test and inspect built packages in a mock chroot with 'azldev adv mock shell', covering non-interactive (heredoc) and interactive chroot workflows, the -p/--add-package flag, and resetting stale chroot state. Triggers include test package, mock shell, inspect rpm, smoke test, chroot, verify build output.
Read this before adding or reviewing an overlay `metadata` table; do not guess the category or upstream status from memory. Explains the overlay metadata schema that documents why an overlay exists and when it can be dropped, covering the required category and upstream-status values, commit/bug URL references, and the per-file overlay metadata block. Triggers include overlay metadata, category, upstream-status, upstream-backport, azl-pruning, azl-branding-policy, needs-upstream-hook, why overlay.
Read this before adding, changing, or diagnosing any overlay; never edit a spec or rendered file from memory. Explains how to modify a component's RPM spec or loose source files with azldev overlays (semantic patches applied at render time) instead of forking the spec, covering overlay types, the render-and-inspect loop, common failures, pitfalls, and metadata. Triggers include overlay, overlay failed, no match, spec-add-tag, spec-remove-tag, patch-add, fix spec, backport, disable test, prune subpackage, edit spec.
Read this before deleting or dropping a component; there is no azldev remove command, so doing it wrong leaves dangling state. Explains the manual removal workflow for deleting component metadata, cleaning references, and validating any related output-affecting changes. Triggers include remove component, delete package, drop component, prune dependency.
Read this before running azldev or editing azldev config, and whenever working in a repo that contains an azldev.toml file; do not guess azldev's commands or config. Explains how to use the azldev CLI to build a distro from TOML config, including the core concepts (components, overlays, distros, rendered specs, locks), running azldev (repo root or -C, plus the -q and -O json flags), the common commands, and where to go for each workflow. Triggers include azldev, comp build, comp render, comp update, build a component, add a component, distro config.
Read this before finalizing a component change, changing source resolution, or touching a lock file; lock edits are easy to get wrong. Explains how to refresh azldev component lock files with 'azldev comp update', covering when to run update versus render, the update/render/commit/re-render/amend workflow, and per-component versus -a refresh. Triggers include comp update, refresh lock, bump pin, change snapshot, upstream distro, lock drift, version bump, finalize component.
[Skill] aks, aks health, cluster health, node pool, activity logs - Inspect Koji AKS cluster health, node pool status, autoscaling, activity logs, deployment failures, and Azure control-plane operations.
[Skill] deployment context, aks, azure, koji - Resolve Koji AKS deployment context -- resource group, cluster name, subscription, Log Analytics workspace, and monitoring resource names from deployment_summary.yaml when available, or discover them dynamically from Azure.
[Skill] Diagnose Azure Linux Stage 1 (bootstrap-mirror) BuildRequires resolution failures and backfill missing RPMs into the prod Fedora updates mirror via the azl-infra injections file. Use when triaging stage-1 / azl4-bootstrap-mirror build failures, finding dependency gaps in the Fedora mirror, deciding whether a failure is a real mirror gap vs a transient timeout or a spec bug, adding entries to azl4-stage1-injections.yaml, or opening a PR with mirror injections. Triggers: bootstrap-mirror, stage 1 build failure, fedora mirror gap, missing BuildRequires, nothing provides crate, no match for argument, injections file, azl4-stage1-injections, mirror injection.
[Skill] Examine Koji builds, fetch task info and logs from the Koji Web UI, identify failures, and provide root cause analysis. Use when triaging Koji build failures, investigating failed tasks, downloading build logs, or searching for broken packages. Triggers: koji failure, koji build failed, koji task, koji log, koji triage, build failure analysis.
[Skill] Batch-triage build failures from a JSON results file — diagnose with parallel sub-agents, bucketize by root cause, and produce a consolidated summary. Use when asked to triage a Koji results file. Triggers: batch triage, mass triage, triage results file, bucketize failures.
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