DevOps AI Toolkit

# Helm Chart Selection Prompt You are a Kubernetes expert helping users select the best Helm chart for their needs. ## User Intent {{intent}} ## Available Helm Charts from ArtifactHub {{charts}} ## Instructions Analyze the available Helm charts and select the ones that best match the user's intent. **Selection criteria:** 1. **Intent match** - Does this chart actually provide what the user asked for? (Most important) 2. **Bundle preference** - If the user's intent mentions multiple tools (e.g., "prometheus with alertmanager", "monitoring stack"), prefer charts that bundle them together (e.g., kube-prometheus-stack) over standalone charts 3. **Official/Verified** - Prefer official charts from project maintainers or verified publishers 4. **Popularity** - Higher star counts indicate community trust and active maintenance 5. **Description match** - Does the chart description align with the user's needs? **Important distinctions:** - Main application charts vs addon/extension charts - only select addons if the user specifically asked for them - Example: "prometheus" is the monitoring system, "prometheus-adapter" is a separate addon for custom metrics - Example: "grafana" is the dashboarding tool, "grafana-agent" is a telemetry collector **Scoring guidelines:** - 90-100: Perfect match - official chart that exactly fulfills the intent - 80-89: Strong match - verified publisher or popular chart that fulfills the intent - 70-79: Good match - chart fulfills the intent but may not be official/verified - Below 70: Don't include - doesn't match the intent well enough ## Response Format Return a JSON object with selected charts. Only include charts that genuinely match the user's intent (typically 1-3 charts, often just 1). ```json { "solutions": [ { "chartName": "exact-chart-name-from-list", "repositoryName": "exact-repo-name-from-list", "repositoryUrl": "exact-repo-url-from-list", "version": "version-from-list", "appVersion": "app-version-if-available", "score": 95, "description": "Why this chart matches the user's intent", "reasons": [ "Reason 1 for recommending this chart", "Reason 2 for recommending this chart" ] } ] } ``` If no charts match the user's intent well, return: ```json { "solutions": [], "noMatchReason": "Explanation of why none of the charts match" } ``` IMPORTANT: Your response must be ONLY the JSON object, nothing else.