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BD kubeblocks

Provision and manage production-grade databases on Kubernetes using KubeBlocks. Use this skill when the user needs a database — MySQL, PostgreSQL, Redis, MongoDB, Kafka, Elasticsearch, Milvus, Qdrant, RabbitMQ, or any other data infrastructure — and has (or is willing to set up) a Kubernetes environment. Trigger phrases include "I need a database", "set up MySQL", "spin up Postgres", "deploy a vector database for RAG", "I need a message queue", or any request involving database provisioning, scaling, backup, restore, monitoring, or troubleshooting on Kubernetes. Also use when the user explicitly mentions KubeBlocks, or wants to manage existing KubeBlocks-managed database clusters.

ClawHub Agent Skills author: earayu v0.2.0 MIT-0 53 files body ≈ 2 718 tokens Open the sourceclawhub.ai↗ analyzed 5 d ago

Provision and manage production-grade databases on Kubernetes using KubeBlocks.

As a process D 44/100 · Unfinished process — References files that are not bundled: skills/kubeblocks-install/SKILL.md, skills/kubeblocks-create-local-k8s-cluster/SKILL.md, skills/kubeblocks-manage-addons/SKILL.md

GeneratorKubernetesPostgreSQLMySQLMongoDBInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
81
Run on models
none yet
Process rating
D
44/100
Unfinished process
References files that are not bundled: skills/kubeblocks-install/SKILL.md, skills/kubeblocks-create-local-k8s-cluster/SKILL.md, skills/kubeblocks-manage-addons/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 5. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: skills/kubeblocks-install/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-create-local-k8s-cluster/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-manage-addons/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-mysql/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-postgresql/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-redis/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-mongodb/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-kafka/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-elasticsearch/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-milvus/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-qdrant/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-addon-rabbitmq/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-create-cluster/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-delete-cluster/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-cluster-lifecycle/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-vertical-scaling/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-horizontal-scaling/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-volume-expansion/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-reconfigure-parameters/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-switchover/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-minor-version-upgrade/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-rebuild-replica/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-upgrade/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-backup/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-restore/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-manage-accounts/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-configure-tls/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-expose-service/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-setup-monitoring/SKILL.md
  • warning missing-ref reference to a missing file: skills/kubeblocks-troubleshoot/SKILL.md
  • note edit-residue the text marks something as outdated (lines 172): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 44/100

Will not run. References files that are not bundled: skills/kubeblocks-install/SKILL.md, skills/kubeblocks-create-local-k8s-cluster/SKILL.md, skills/kubeblocks-manage-addons/SKILL.md
  • 0Tools and files. 30 referenced file(s) missing: skills/kubeblocks-install/SKILL.md, skills/kubeblocks-create-local-k8s-cluster/SKILL.md, skills/kubeblocks-manage-addons/SKILL.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 30Running it twice. 31 mutating operations with no state check
  • 40Consistency. Frontmatter name (kubeblocks) differs from the folder (kubeblocks-skills)
  • 70When it triggers. States when to use, but not when not to
  • 85Steps. 14 steps, 1 vague phrases
  • 100Failures and branches. 2 branches, has a failure section
  • 100Execution cost. Instruction body is 2718 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 10 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 5 example trigger phrases
  • +3Description length 689: enough signal without eating the budget
  • +4Structure: 21 headings
  • +3Step-by-step instructions: 14 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.

External checks

ClawHub: suspicious
This is a coherent KubeBlocks database-management skill, but it gives an agent broad Kubernetes control and includes risky automatic installer and uninstall commands that need review before use.
LLM: suspicious (high) · VirusTotal: · 12 Sept 2026