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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.

75

Quality

93%

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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, highly actionable skill body with executable YAML, explicit validation feedback loops, and clean progressive disclosure to real reference and schema files. The only minor weakness is a few prose sections that could be tightened for token efficiency.

Suggestions

Tighten the 'What is Flux' paragraph and ASCII pipeline diagram — controllers/polling mechanics are largely known to Claude; keep only the Flux-Operator-specific and ResourceSet-specific facts.

The 'How to Set Up GitOps from Scratch' step list could add the explicit validate checkpoint (flux schema validate) at the end to mirror the loop already stated in the Rules section.

DimensionReasoningScore

Conciseness

Dense and information-rich with no padding of basics Claude already knows, but the 'What is Flux' prose paragraph and ASCII pipeline diagram add some explanation that could be trimmed; mostly efficient with minor instances of over-explanation.

4 / 5

Actionability

Copy-paste-ready YAML for the common cases (GitRepository+Kustomization, OCIRepository+HelmRelease, FluxInstance, ResourceSet), exact apiVersion/kind combos, and concrete commands (`flux schema discover`, `flux schema validate`, grep examples) covering common cases.

5 / 5

Workflow Clarity

Explicit sequenced workflow with a validation feedback loop — 'inventory the layout with flux schema discover before placing files... validate them with flux schema validate — fix and re-run until clean' — plus decision trees and a from-scratch setup sequence.

5 / 5

Progressive Disclosure

Clear overview in SKILL.md with two well-organized reference tables (CRD→reference, Topic→reference) pointing one level deep to verified, real bundle files in references/ and assets/schemas/, with grep navigation examples.

5 / 5

Total

19

/

20

Passed

Description

95%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 strong, specific description with explicit what/when guidance, broad natural trigger coverage, and clear scoping boundaries that distinguish it from neighboring skills. The only minor gap is that the concrete action set is effectively two actions applied across many CRDs.

DimensionReasoningScore

Specificity

States two concrete actions — 'answers questions and generates schema-validated YAML for all Flux CRDs' — with an explicit non-scope boundary, but the action set is essentially those two repeated across CRDs rather than a broad multi-action list.

4 / 5

Completeness

Explicitly answers both 'what' (answers questions + generates schema-validated YAML for all Flux CRDs) and 'when' ('Use when users ask about Flux concepts, want manifests for...').

5 / 5

Trigger Term Quality

Comprehensive natural triggers users would say — 'Flux concepts', the named CRDs (HelmRelease, Kustomization, GitRepository, etc.), 'GitOps repository structure', 'multi-tenancy', 'drift detection', 'monorepo app delivery', 'notifications', 'Flux Web UI', 'MCP Server'.

5 / 5

Distinctiveness Conflict Risk

Clear Flux CD/Operator GitOps niche with distinct CRD-named triggers and an explicit boundary ('not repo auditing or live cluster debugging'), minimizing conflict with adjacent skills.

5 / 5

Total

19

/

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.

Validation15 / 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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