biulebiu opened a new pull request, #1083:
URL: https://github.com/apache/rocketmq-dashboard/pull/1083
What is the purpose of the change
Add the track-3 (AI Native) diagnostic skill layer: a short-lived Go CLI
(mqctl) that fetches data from Studio's /api/ai tool gateway, plus two
diagnostic skills (consumer-lag, broker-busy) and their runbooks.
AI tools (Claude Code/Cursor/Trae) load the runbooks and call the CLI to
diagnose consumer lag and broker-busy.
Brief changelog
- mqctl/: short-lived Go CLI (stdlib-only). Commands: tools / call <tool>
/ skills / diagnose <skill>.
- skill/consumerlag: finds lagging consumer groups via rmq.group.list
(by totalLag).
- skill/brokerbusy: lists clusters via rmq.cluster.list, flags
broker-level data-source gaps.
- studio/: JSON/REST client for /api/ai.
- runbooks/consumer-lag.md, runbooks/broker-busy.md: troubleshooting
runbooks for AI tools to load.
Verifying this change
cd mqctl
gofmt -l . # clean
go vet ./... # clean
go build -o mqctl .
go test ./... # all pass (studio client + both skills,
httptest-mocked)
./mqctl skills
./mqctl diagnose consumer-lag --cluster <cluster> # against a running
Studio
Known gaps (data sources Studio has not exposed yet): rmq.group.progress,
rmq.client.stack (501 stub), rmq.broker.status, rmq.broker.config. The skills
report these gaps rather than guessing a conclusion.
Checklist
- [x] Format the pull request title like [ISSUE #123] Fix xxx. The commits
in the pull request should have a meaningful subject line and body.
- [x] Write a pull request description that is detailed enough to
understand what the pull request does, how, and why.
- [x] Write necessary unit-test to verify the logic correction.
- [ ] Run mvn -B clean apache-rat:check findbugs:findbugs
checkstyle:checkstyle — N/A: the added code is Go; verified with go vet / go
build / go test instead of Maven.
- [x] Sign the Apache ICLA / DCO (commit carries Signed-off-by).
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