Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging). Use when users ask about Flux concepts, want manifests for HelmRelease, Kustomization, GitRepository, OCIRepository, ResourceSet, FluxInstance, or any Flux resource, or need guidance on GitOps repository structure, multi-tenancy, OCI-based delivery, image tag automation, drift detection, preview environments, notifications, or the Flux Web UI and MCP Server. Whenever users mention FluxCD, Flux Operator, or any Flux CRD in a question or manifest generation context, always use this skill.
88
86%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is an excellent skill description that clearly defines its scope, lists specific capabilities and resources, provides comprehensive trigger terms, and explicitly states both what it does and when to use it. The inclusion of exclusions ('not repo auditing or live cluster debugging') is a strong practice that further sharpens distinctiveness. The description uses proper third-person voice throughout.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'answers questions', 'generates schema-validated YAML for all Flux CRDs', and enumerates specific resources like HelmRelease, Kustomization, GitRepository, OCIRepository, ResourceSet, FluxInstance. Also explicitly scopes out what it doesn't do ('not repo auditing or live cluster debugging'). | 3 / 3 |
Completeness | Clearly answers both 'what' (answers questions, generates schema-validated YAML for Flux CRDs) and 'when' with an explicit 'Use when...' clause covering multiple trigger scenarios including concept questions, manifest generation, and specific topic areas. Also includes a final catch-all trigger sentence. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms users would say: 'FluxCD', 'Flux Operator', 'Flux CRD', 'HelmRelease', 'Kustomization', 'GitRepository', 'OCIRepository', 'GitOps', 'multi-tenancy', 'OCI-based delivery', 'image tag automation', 'drift detection', 'preview environments', 'notifications', 'Flux Web UI', 'MCP Server'. These are terms a Flux user would naturally use. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with a clear niche (Flux CD/Flux Operator ecosystem). The explicit exclusions ('not repo auditing or live cluster debugging') further reduce conflict risk. The specific CRD names and Flux-specific terminology make it very unlikely to conflict with general Kubernetes or other GitOps tool skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong, comprehensive skill that excels at actionability with concrete YAML patterns and progressive disclosure with a well-organized reference system. Its main weaknesses are some verbosity in explanatory sections that Claude doesn't need (what GitOps is, how reconciliation works conceptually) and missing validation checkpoints in the setup workflow. The common mistakes section is particularly valuable and well-structured.
Suggestions
Trim the 'What is Flux' and 'Reconciliation Loop' sections to remove conceptual explanations Claude already knows — keep only the resource relationship diagram and actionable details like watch labels and dependsOn.
Add explicit validation checkpoints to the 'How to Set Up GitOps from Scratch' workflow, such as 'Verify FluxInstance is Ready: kubectl get fluxinstance flux -n flux-system' and 'Check Kustomization status: flux get kustomizations' with error recovery steps.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is generally well-structured but includes some unnecessary explanatory content Claude already knows (e.g., 'Flux is a set of Kubernetes controllers that implement GitOps — the practice of using Git...' and the general reconciliation loop explanation). The CRD table and canonical patterns are valuable, but the 'What is Flux' and 'How Flux Works' sections add tokens that don't provide actionable guidance beyond what Claude would already know. | 2 / 3 |
Actionability | The skill provides fully executable, copy-paste-ready YAML for all major patterns (GitOps pipeline, Helm from HTTPS/OCI, FluxInstance, ResourceSet, etc.) with correct apiVersions, specific field values, and concrete examples. Decision trees give clear guidance on which resource to use. The common mistakes section provides specific, actionable corrections. | 3 / 3 |
Workflow Clarity | The 'How to Set Up GitOps from Scratch' section provides a numbered sequence but lacks validation checkpoints — there's no step to verify the FluxInstance is ready, no validation of manifests before applying, and no error recovery guidance. The instruction to 'read its OpenAPI schema from assets/schemas/ to verify field names' is a validation step but is only mentioned in the rules, not integrated into a workflow with feedback loops. | 2 / 3 |
Progressive Disclosure | Excellent progressive disclosure with a clear reference index table mapping CRDs to both reference files and OpenAPI schemas. The skill keeps canonical patterns inline for quick access while deferring detailed topics (image automation, notifications, repo patterns, best practices, web UI, MCP server) to one-level-deep reference files. The instruction to 'load at most 1-2 reference files per question' is a smart constraint. | 3 / 3 |
Total | 10 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
skill_md_line_count | SKILL.md is long (536 lines); consider splitting into references/ and linking | Warning |
Total | 10 / 11 Passed | |
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Table of Contents
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