Azure SDK for Java is a collection of Java libraries that let applications connect to and manage Azure services. Java developers use its client libraries to consume services and its management libraries to configure Azure resources. The catalogue add-ons support development with these libraries.
Borrowing it
Nothing to install: this file belongs to Azure/azure-sdk-for-java. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Azure/azure-sdk-for-java/main/.github/skills/management-autopr-review/SKILL.mdgit clone --depth 1 https://github.com/Azure/azure-sdk-for-javaWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/azure/azure-sdk-for-java/management-autopr-review)<a href="https://agentmods.dev/skills/azure/azure-sdk-for-java/management-autopr-review"><img src="https://agentmods.dev/badge/skills/azure/azure-sdk-for-java/management-autopr-review/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/azure/azure-sdk-for-java/management-autopr-review"><img src="https://agentmods.dev/badge/skills/azure/azure-sdk-for-java/management-autopr-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.02510 |
| Opus 5.5 | $0.00010 | $0.01004 |
| Sonnet 5.5 | $0.00005 | $0.00502 |
| Haiku 4.5 | $0.00003 | $0.00251 |
Grade A, and why
management-autopr-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Management AutoPR Review Rules
Use only for Azure/azure-sdk-for-java PRs that are non-draft, target main,
originate in the same repository, have a title containing
[AutoPR azure-resourcemanager-, and are authored by azure-sdk,
azure-sdk-automation[bot], or app/azure-sdk-automation.
The review is advisory. It does not approve, merge, modify code, access the spec repository, or replace other automated and human review.
Java-change gate
Never review a file whose normalized repository-relative path contains a
generated segment ((^|/)generated(/|$)). This includes generated samples
and tests.
Review opened, reopened, and ready_for_review only when the PR contains a
changed .java file outside a generated path. On synchronize, review only
when the pushed before..after range changes such a .java file. POM-only,
CHANGELOG-only, metadata-only, generated-only, and refresh-only pushes produce
no comment.
Once the Java gate passes, supporting POM, CHANGELOG, metadata, and CI files may
be read as evidence, except files under a generated path.
Review rules
MGMT-RELEASE-PLAN: missing release-plan link
- Severity: Warning
Normalize casing and Markdown emphasis. Accept either description format:
- Legacy label:
Release Plan link: https://example.com/release-planor**Release plan link:** [text](https://example.com/release-plan). - SDK generation details table:
| **Release plan** | [Release plan #123](https://example.com/release-plan) |.
Require an HTTP(S) URL in the labeled field or table row's value, as a plain URL or Markdown link. A label without a URL, or an unrelated URL elsewhere in the description, does not qualify. Do not request a legacy label when the table row already contains an accepted URL.
Report when the PR description contains no accepted release-plan link. Cite the PR description and continue the remaining review passes so other high-value concerns are not hidden.
MGMT-FOLDER: service-folder mismatch
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- evals/.vally.yaml 444 B
- evals/findings.eval.yaml 23 KB
- evals/fixtures/positive-api-version-changed-changelog.diff 508 B
- evals/fixtures/positive-api-version-changed-comments.json 320 B
- evals/fixtures/positive-api-version-changed-java.diff 769 B
- evals/fixtures/positive-api-version-changed-pr.json 525 B
- evals/fixtures/positive-api-version-metadata-map-changelog.diff 415 B
- evals/fixtures/positive-api-version-metadata-map-java.diff 538 B
- evals/fixtures/positive-api-version-metadata-map-metadata.diff 745 B
- evals/fixtures/positive-api-version-metadata-map-pom.diff 447 B
- evals/fixtures/positive-api-version-metadata-map-pr.json 518 B
- evals/fixtures/positive-api-version-overlap-changelog.diff 590 B
- evals/fixtures/positive-api-version-overlap-java.diff 893 B
- evals/fixtures/positive-api-version-overlap-pr.json 529 B
- evals/fixtures/positive-breaking-changelog.diff 600 B
- evals/fixtures/positive-breaking-java.diff 760 B
- evals/fixtures/positive-breaking-pom.diff 517 B
- evals/fixtures/positive-breaking-pr.json 525 B
- evals/fixtures/positive-folder-java.diff 809 B
- evals/fixtures/positive-folder-pom.diff 645 B
- evals/fixtures/positive-folder-pr.json 542 B
- evals/fixtures/positive-list-return-model.diff 1017 B
- evals/fixtures/positive-list-return-noise.diff 1.4 KB
- evals/fixtures/positive-list-return-operation.diff 1.3 KB
- evals/fixtures/positive-list-return-pr.json 595 B
- evals/fixtures/positive-lro-headers.diff 815 B
- evals/fixtures/positive-lro-method.diff 658 B
- evals/fixtures/positive-lro-pr.json 525 B
- evals/fixtures/positive-lro-response.diff 737 B
- evals/fixtures/positive-lro.md 1.3 KB
- evals/fixtures/positive-manager-casing-java.diff 614 B
- evals/fixtures/positive-manager-casing-pr.json 527 B
- evals/fixtures/positive-manager-spelling-java.diff 614 B
- evals/fixtures/positive-manager-spelling-pr.json 527 B
- evals/fixtures/positive-manager-unrelated-java.diff 574 B
- evals/fixtures/positive-manager-unrelated-pr.json 527 B
- evals/fixtures/positive-missing-release-plan-java.diff 543 B
- evals/fixtures/positive-missing-release-plan-pr.json 488 B
- evals/fixtures/positive-new-module-java.diff 673 B
- evals/fixtures/positive-new-module-pom.diff 472 B
- evals/fixtures/positive-new-module-pr.json 530 B
- evals/fixtures/positive-release-plan-table-no-url-pr.json 745 B
- evals/fixtures/positive-service-folder-mismatch-java.diff 453 B
- evals/fixtures/positive-service-folder-mismatch-pom.diff 417 B
- evals/fixtures/positive-service-folder-mismatch-pr.json 514 B
- evals/fixtures/positive-version-changelog-map-changelog.diff 586 B
- evals/fixtures/positive-version-changelog-map-java.diff 560 B
- evals/fixtures/positive-version-changelog-map-pom.diff 456 B
- evals/fixtures/positive-version-changelog-map-pr.json 519 B
- evals/fixtures/positive-version-changelog.diff 510 B
- evals/fixtures/positive-version-java.diff 608 B
- evals/fixtures/positive-version-pom.diff 510 B
- evals/fixtures/positive-version-pr.json 525 B
- evals/fixtures/tn-additive-beta-update-changelog.diff 509 B
- evals/fixtures/tn-additive-beta-update-java.diff 654 B
- evals/fixtures/tn-additive-beta-update-model.diff 676 B
- evals/fixtures/tn-additive-beta-update-pom.diff 624 B
- evals/fixtures/tn-additive-beta-update-pr.json 525 B
- evals/fixtures/tn-additive-beta-update.md 864 B
- evals/fixtures/tn-beta-breaking-changelog-changelog.diff 570 B
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago Changed · +7 lines a1705cabfc19
- 1mo ago First seen · 257 lines · 25 tokens per session scan A fcb1498d5065
management-autopr-review is a skill published in the GitHub repository Azure/azure-sdk-for-java (2,565 stars, last pushed today), licensed MIT. It adds 25 tokens to every session and 2,510 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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