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AF 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 3 d ago

As a process F 46/100 · 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

ProcedureKubernetesPostgreSQLMySQLMongoDBInfrastructuretype 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
A
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
81
Run on models
none yet
Process rating
F
46/100
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
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

Process rating: all ten parameters 46/100

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
  • 100Steps. 14 steps
  • 100Failures and branches. 4 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 legitimate KubeBlocks database-management skill, but it needs review because it can drive real Kubernetes changes, reveal database secrets, and includes some destructive or mutating guidance that is not consistently scoped or warned.
LLM: suspicious (high) · VirusTotal: · 29 May 2026