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gitops-knowledge

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. When user needs guidance on GitOps repository structure, bootstrap Flux with Terraform, multi-tenancy, OCI-based delivery, image tag automation, drift detection, preview environments, notifications, or the Flux Web UI and MCP Server.

89

Quality

86%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

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 explicit trigger guidance with natural keywords, and even includes scope exclusions to reduce conflict risk. It covers both 'what' and 'when' comprehensively with domain-specific terminology that users would naturally use.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'answers questions', 'generates schema-validated YAML for all Flux CRDs', and enumerates specific resources (HelmRelease, Kustomization, GitRepository, etc.) and topics (multi-tenancy, OCI-based delivery, image tag automation, drift detection, preview environments).

3 / 3

Completeness

Clearly answers both 'what' (answers questions and generates schema-validated YAML for Flux CRDs, with explicit exclusions for repo auditing and live cluster debugging) and 'when' (multiple explicit 'Use when' and 'When user needs' clauses covering a wide range of trigger scenarios).

3 / 3

Trigger Term Quality

Excellent coverage of natural terms users would say: 'Flux CD', 'Flux Operator', 'HelmRelease', 'Kustomization', 'GitRepository', 'OCIRepository', 'GitOps', 'bootstrap Flux with Terraform', 'multi-tenancy', 'OCI-based delivery', 'image tag automation', 'drift detection', 'preview environments', 'notifications', 'Flux Web UI', 'MCP Server'. These are all terms a user working with Flux would naturally use.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive — targets a very specific niche (Flux CD/Flux Operator) with explicit scope boundaries ('not repo auditing or live cluster debugging') and names specific CRDs and concepts unique to the Flux ecosystem. 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, well-structured skill that excels at actionability with comprehensive, executable YAML patterns and excellent progressive disclosure through a well-organized reference index. Its main weaknesses are some unnecessary conceptual explanation that Claude doesn't need (what GitOps is, how reconciliation loops work) and missing explicit validation checkpoints in the setup workflow. The decision trees and common mistakes sections add significant practical value.

Suggestions

Trim the 'What is Flux' and 'How Flux Works > Reconciliation Loop' sections to remove conceptual explanations Claude already knows — keep only the non-obvious details like watch labels and dependency ordering.

Add explicit validation checkpoints to the 'How to Set Up GitOps from Scratch' workflow, e.g., 'Verify FluxInstance is Ready: kubectl get fluxinstance flux -n flux-system' between steps.

DimensionReasoningScore

Conciseness

The skill is mostly efficient but includes some unnecessary explanatory content that 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 YAML patterns are dense and useful, but the 'What is Flux' and 'How Flux Works' sections could be trimmed significantly. The overall length (~350 lines) is substantial but much of it is actionable YAML examples.

2 / 3

Actionability

The skill provides fully executable, copy-paste-ready YAML manifests for all major Flux resource types with correct apiVersions, complete field structures, and realistic values. The canonical patterns cover 7 common scenarios with production-quality examples. The instruction to validate against OpenAPI schemas in assets/schemas/ adds concrete verification guidance.

3 / 3

Workflow Clarity

The 'How to Set Up GitOps from Scratch' section provides a numbered sequence but lacks explicit validation checkpoints (e.g., verify FluxInstance is Ready before proceeding, check reconciliation status). The decision trees are clear and well-structured, but for a skill involving YAML generation against schemas, there's no explicit validate-fix-retry loop described for the YAML generation process itself — only a rule to 'read its OpenAPI schema' before generating.

2 / 3

Progressive Disclosure

Excellent progressive disclosure with a comprehensive reference index table mapping each CRD to both a reference file and an OpenAPI schema file. References are clearly one level deep, well-signaled with file paths, and organized by topic. The main file serves as an effective overview with canonical patterns while deferring detailed content to references/ and assets/schemas/.

3 / 3

Total

10

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
fluxcd/agent-skills
Reviewed

Table of Contents

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