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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, monorepo app delivery, running migration Jobs before or after a deployment, notifications, or the Flux Web UI and MCP Server.

76

Quality

96%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured knowledge base body that pairs an overview, decision trees, canonical YAML, and a Common Mistakes section with clearly signaled one-level-deep references and an explicit validation loop. Only minor conciseness trim is warranted in the introductory prose.

Suggestions

Tighten the 'What is Flux' section's prose about controller polling and the two delivery models into a couple of bullet points to reduce tokens that an expert audience already infers.

Consider moving the ASCII architecture diagram into references/sources.md or references/best-practices.md so the SKILL.md overview stays leaner.

DimensionReasoningScore

Conciseness

Dense and domain-specific, assuming Kubernetes/GitOps competence with every token largely earning its place; the 'What is Flux' prose explaining controller-polling and the two delivery models could be slightly tightened without losing value.

4 / 5

Actionability

Fully executable: six complete copy-paste YAML patterns, concrete commands ('flux schema discover', 'flux schema validate'), and grep examples against real field-index files cover the common cases.

5 / 5

Workflow Clarity

Multi-step generation workflow has an explicit validation feedback loop ('after writing manifests validate them with flux schema validate — fix and re-run until clean'), plus a sequenced 'How to Set Up GitOps from Scratch' and decision trees.

5 / 5

Progressive Disclosure

Clear overview structure with a CRD-to-reference table and a topic-to-reference table pointing to one-level-deep files; all 16 referenced files and the assets/schemas field indexes are verified present and clearly signaled.

5 / 5

Total

19

/

20

Passed

Description

100%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A highly specific, well-scoped description that clearly states both capabilities and trigger conditions in third-person voice. The explicit out-of-scope boundary and concrete CRD/topic enumeration make it strongly distinct and actionable.

DimensionReasoningScore

Specificity

Names concrete actions ('answers questions and generates schema-validated YAML for all Flux CRDs') and enumerates comprehensive coverage across HelmRelease, Kustomization, GitRepository, OCIRepository, ResourceSet, FluxInstance and many topics.

5 / 5

Completeness

Explicitly answers both what ('answers questions and generates schema-validated YAML for all Flux CRDs') and when ('Use when users ask about Flux concepts...', 'When user needs guidance on...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural-term coverage including synonyms users would actually say: 'Flux concepts', 'manifests for HelmRelease...', 'GitOps repository structure', 'drift detection', 'monorepo app delivery', 'migration Jobs', 'Web UI', 'MCP Server'.

5 / 5

Distinctiveness Conflict Risk

Clear Flux CD / Flux Operator GitOps niche with named CRDs and a negative boundary clause ('not repo auditing or live cluster debugging'), giving minimal conflict risk with other skills.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 1 deeper-than-1-level

Warning

Total

15

/

16

Passed

Repository
fluxcd/agent-skills
Reviewed

Table of Contents

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