{ "workflow": { "id": 7985, "name": "Detect unused Android feature flags with GitLab, LaunchDarkly, Jira & Slack", "views": 72, "recentViews": 0, "totalViews": 72, "createdAt": "2025-08-28T10:18:09.661Z", "description": "# Android Feature Flag Cleanup Bot (GitLab + LaunchDarkly)\n\nThis n8n automation detects unused (“dead”) feature flags in an Android Kotlin/Java codebase by comparing your GitLab repository code against LaunchDarkly’s feature flag list.\n\nIt logs results in Google Sheets, creates Jira tickets for cleanup and sends Slack alerts automatically.\n\n\n## Who’s it for\n* Android engineering teams using **Kotlin/Java**.\n* Teams managing feature flags in **LaunchDarkly**.\n* DevOps/QA teams wanting to **reduce technical debt** from stale flags.\n\n\n## How it works\n\n1. **Weekly Trigger** runs the process.\n2. **GitLab Node** fetches repository code.\n3. **Regex Extraction** finds all feature flags in code.\n4. **LaunchDarkly API** retrieves all configured flags.\n5. **Comparison Logic** marks flags as “dead” if unused in code **and** archived or off in production.\n6. **Google Sheets** stores flagged results.\n7. **Jira** creates a ticket for each dead flag.\n8. **Slack** notifies the team.\n\n\n## How to set up\n\n1. **Import JSON** into n8n.\n2. Connect credentials for:\n\n\t* GitLab OAuth2\n\t* Google Sheets\n\t* Jira\n\t* Slack webhook URL\n3. Update:\n\t* GitLab repo details in the GitLab node.\n\t* LaunchDarkly API key in HTTP Request node.\n\t* Google Sheet ID in Google Sheets node.\n\t* Jira project & issue type in Jira node.\n\t* Slack message formatting in Slack node.\n4. Activate workflow.\n\n## Requirements\n\n* **n8n** (self-hosted or cloud)\n* GitLab repository with Kotlin/Java code\n* LaunchDarkly account + API token\n* Google Sheets API access\n* Jira API access\n* Slack incoming webhook\n\n## How to customize\n\n* Change **regex pattern** in “Detect flags” node if your flag naming convention differs.\n* Adjust **dead flag logic** in “Find dead flags” node (e.g., treat test env separately).\n* Modify **Slack message** to include more details (e.g., description from LaunchDarkly).\n* Add **email notifications** for broader distribution.\n\n## Add-ons\n\n* **Email Alerts** via Gmail/SMTP.\n* **GitHub / GitLab MR** to remove dead flags automatically.\n* **Confluence Integration** to document flag cleanup history.\n\n\n## Use Case Examples\n\n* Weekly automated cleanup alerts for large engineering teams.\n* Maintaining clean feature flag lists in high-traffic apps.\n* Compliance-driven projects requiring flag lifecycle tracking.\n\n\n## Common troubleshooting\n\n| Issue | Possible Cause | Solution |\n| ------------------------------------ | --------------------------------------------- | -------------------------------------------------------- |\n| Workflow fails at GitLab node | Invalid repo path or missing OAuth scope | Update repo path & check GitLab OAuth permissions |\n| LaunchDarkly API request returns 401 | Invalid or expired API key | Generate a new API key in LaunchDarkly & update node |\n| Google Sheets node fails | Wrong Sheet ID or missing sharing permissions | Confirm Sheet ID and share with connected Google account |\n| Jira ticket not created | Missing required fields | Set project key, issue type, and summary in Jira node |\n| Slack alert not sent | Webhook URL invalid or revoked | Regenerate Slack webhook and update in node |\n\n\n## Need Help?\n\nIf you’d like, we can **help set up and customize this workflow** for your exact repo, flag rules and team notification preferences — including regex adjustments, extra reporting or adding automatic cleanup PRs.\n\nContact our [n8n automation team](https://www.weblineindia.com/hire-n8n-developers/) at WeblineIndia.", "workflow": { "id": "Ozg0c8uxCru2a79p", "meta": { "instanceId": "14e4c77104722ab186539dfea5182e419aecc83d85963fe13f6de862c875ebfa" }, "name": "Catalog Android (Kotlin/Java) feature flags and sweep dead flags vs LaunchDarkly (weekly) → Sheets + Jira + PR + Slack", "tags": [], "nodes": [ { "id": "edcaa1e6-4fd2-4b06-93b5-b9219bbba407", "name": "Check Dead Flags", "type": "n8n-nodes-base.if", "position": [ 40, 1680 ], "parameters": { "conditions": { "boolean": [ { "value1": "={{$json.deadFlag !== undefined}}", "operation": "notEqual" } ] } }, "typeVersion": 1 }, { "id": "e603fbcb-275a-4356-acbf-d70a219f975c", "name": "Schedule Trigger", "type": "n8n-nodes-base.scheduleTrigger", "position": [ -420, 1360 ], "parameters": { "rule": { "interval": [ { "field": "weeks", "triggerAtHour": 10 } ] } }, "typeVersion": 1.2 }, { "id": "70dfcf7f-3d82-44d6-9ea2-ef550b5496f4", "name": "GitLab", "type": "n8n-nodes-base.gitlab", "position": [ -200, 1360 ], "parameters": { "owner": "", "resource": "", "operation": "", "repository": "", "authentication": "" }, "credentials": { "gitlabOAuth2Api": { "id": "", "name": "" } }, "typeVersion": 1 }, { "id": "13799fe3-a8d0-4dc2-924f-a5c53c17dea5", "name": "Google Sheets", "type": "n8n-nodes-base.googleSheets", "position": [ -180, 1680 ], "parameters": { "sheetName": { "__rl": true, "mode": "list", "value": "" }, "documentId": { "__rl": true, "mode": "list", "value": "" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "", "name": "" } }, "typeVersion": 4.6 }, { "id": "958b3c35-f1ea-4ef4-8c7c-3a69869e4eb1", "name": "Slack", "type": "n8n-nodes-base.slack", "position": [ 260, 1760 ], "webhookId": "070511aa-315a-4533-9c71-c820cef4b633", "parameters": { "otherOptions": {} }, "typeVersion": 2.3 }, { "id": "ecc1b21c-e3b0-40ae-9e21-9b09f69db3cf", "name": "Jira Software", "type": "n8n-nodes-base.jira", "position": [ 260, 1600 ], "parameters": { "project": { "__rl": true, "mode": "list", "value": "" }, "summary": "=Dead feature flag: {{$json.deadFlag}}", "issueType": { "__rl": true, "mode": "list", "value": "" }, "additionalFields": {} }, "typeVersion": 1 }, { "id": "566e7571-2423-4e4b-9edf-dea23b9e8fae", "name": "HTTP Request", "type": "n8n-nodes-base.httpRequest", "position": [ 240, 1360 ], "parameters": { "url": "https://app.launchdarkly.com/api/v2/flags/default", "options": {}, "sendHeaders": true, "headerParameters": { "parameters": [ { "name": "", "value": "" } ] } }, "typeVersion": 4.2, "alwaysOutputData": false }, { "id": "afb07c42-6687-423b-9ccb-739768aa0c4f", "name": "Find dead flags", "type": "n8n-nodes-base.code", "position": [ -420, 1680 ], "parameters": { "jsCode": "// 1. Extract LaunchDarkly flags array from input\nconst ldItems = $input.all()[0]?.json?.items || [];\n\n// 2. Extract code flags from another input node named 'Code Flags'\nconst codeFlags = $('Detect flags').all().map(item => item.json.flag);\n\n// 3. Filter dead flags from LD\nconst deadFlags = ldItems.filter(ldFlag => {\n const isUsedInCode = codeFlags.includes(ldFlag.key);\n\n if (isUsedInCode) return false;\n\n const prod = ldFlag.environments?.production || {};\n const test = ldFlag.environments?.test || {};\n\n const archivedEverywhere = prod.archived && test.archived;\n const offInProd = prod.on === false;\n\n return archivedEverywhere || offInProd;\n});\n\n// 4. Return as array\nreturn deadFlags.map(flag => ({\n json: {\n deadFlag: flag.key,\n reason: flag.environments?.production?.archived\n ? 'Archived'\n : 'Off in Production'\n }\n}));\n" }, "typeVersion": 2, "alwaysOutputData": true }, { "id": "75abe5e7-051f-4b87-8329-d10d87ce2b93", "name": "Detect flags", "type": "n8n-nodes-base.code", "position": [ 20, 1360 ], "parameters": { "jsCode": "const pattern = /(ENABLE_[A-Z0-9_]+)/g;\nconst flags = new Set();\n\nfor (const item of $input.all()) {\n const content = item.json.content || ''; // Assumes content was previously fetched\n let match;\n while ((match = pattern.exec(content)) !== null) {\n flags.add(match[1]);\n }\n}\n\nreturn Array.from(flags).map(flag => ({ json: { flag } }));" }, "typeVersion": 2, "alwaysOutputData": true }, { "id": "82ee43c2-85c4-4e36-b0ca-0c848266c6de", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -1020, 1240 ], "parameters": { "width": 500, "height": 700, "content": "**Purpose:**\nAutomatically find unused (“dead”) feature flags in an Android Kotlin/Java codebase and notify the team.\n\n**Core Logic:**\n\n1. **Weekly trigger** runs the check.\n2. **GitLab** → fetch code & extract used flags.\n3. **LaunchDarkly API** → fetch all flags & statuses.\n4. Compare lists → identify flags not in code and either archived or off in production.\n5. Save results to **Google Sheets**.\n6. 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