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Keeps common instructions, personas, and guardrails consistent across multiple configs.\"\nlicense: Apache-2.0\ncompatibility: Requires the remotely hosted LaunchDarkly MCP server\nmetadata:\n  author: launchdarkly\n  version: \"0.1.0\"\n---\n\n# Config Prompt Snippets\n\nYou're using a skill that will guide you through creating and managing prompt snippets in LaunchDarkly. Your job is to identify reusable text, create snippets, reference them in config variations, and verify everything is wired correctly.\n\n## Prerequisites\n\nThis skill requires the remotely hosted LaunchDarkly MCP server to be configured in your environment.\n\n**Required MCP tools:**\n- `create-prompt-snippet` -- create a new reusable text block\n- `list-prompt-snippets` -- browse existing snippets in the project\n- `get-prompt-snippet` -- inspect a specific snippet's content\n\n**Optional MCP tools:**\n- `update-prompt-snippet` -- edit a snippet's text, name, or tags\n- `delete-prompt-snippet` -- permanently remove a snippet\n- `update-ai-config-variation` -- update variation prompts to reference snippets\n\n## Core Concepts\n\n### What Are Prompt Snippets?\n\nPrompt snippets are named, versioned text blocks stored at the project level. They contain reusable pieces of prompt text — personas, guardrails, output format instructions, domain knowledge — that can be shared across multiple config variations.\n\nWhen a snippet is updated, a new version is created. Config variations that reference the snippet can pick up the latest version, keeping all your configs in sync.\n\n### When to Use Snippets\n\n| Scenario | Example |\n|----------|---------|\n| **Shared persona** | \"You are a helpful customer support agent for Acme Corp...\" used by 5 different configs |\n| **Safety guardrails** | \"Never reveal internal pricing. Never generate code that accesses production databases.\" |\n| **Output format** | \"Always respond in JSON with keys: answer, confidence, sources.\" |\n| **Domain knowledge** | Company-specific terminology, product names, or process descriptions |\n| **Regulatory text** | Compliance disclaimers that must appear in every response |\n\n### When NOT to Use Snippets\n\n- Text that is unique to a single variation — just put it in the prompt directly\n- Dynamic content that changes per-request — use template variables instead\n- Entire prompts — snippets are building blocks, not complete prompts\n\n## Core Principles\n\n1. **Reusability First**: Only create a snippet if the text will be used in 2+ places\n2. **Single Responsibility**: Each snippet should cover one concern (persona OR guardrails, not both)\n3. **Descriptive Keys**: Use keys like `safety-guardrails`, `json-output-format`, `support-persona`\n4. **Tag for Discovery**: Add tags so teammates can find snippets by category\n5. **Verify References**: After creating a snippet, confirm it appears in the project\n\n## Workflow\n\n### Step 1: Identify Reusable Text\n\nBefore creating snippets, understand what's shared:\n\n1. List existing configs in the project using `get-ai-config` for each\n2. Look for repeated text across variation prompts\n3. Identify text that should stay consistent (guardrails, personas, formats)\n4. Check existing snippets with `list-prompt-snippets` to avoid duplicates\n\n### Step 2: Create Snippets\n\nUse `create-prompt-snippet` with:\n- `key` -- unique identifier (lowercase, hyphens, e.g. `safety-guardrails`)\n- `name` -- human-readable display name\n- `text` -- the reusable prompt text content\n- `description` (optional) -- explain when\u002Fwhy to use this snippet\n- `tags` (optional) -- categorize for discovery (e.g. `[\"guardrails\", \"safety\"]`)\n\n```json\n{\n  \"projectKey\": \"my-project\",\n  \"key\": \"support-persona\",\n  \"name\": \"Customer Support Persona\",\n  \"text\": \"You are a friendly, knowledgeable customer support agent for Acme Corp. Always greet the customer by name when available. Be empathetic but concise. If you don't know the answer, say so honestly and offer to escalate.\",\n  \"description\": \"Standard persona for all customer-facing support configs\",\n  \"tags\": [\"persona\", \"support\"]\n}\n```\n\n### Step 3: Verify\n\n1. Use `get-prompt-snippet` to confirm the snippet was created with the correct text\n2. Use `list-prompt-snippets` to see it in the project listing\n3. Check that version is 1 for newly created snippets\n\n**Report results:**\n- Snippet created with key, name, and text\n- Version number confirmed\n- Tags applied correctly\n\n### Step 4: Update Snippets (When Needed)\n\nUse `update-prompt-snippet` to modify an existing snippet. Only pass the fields you want to change:\n\n```json\n{\n  \"projectKey\": \"my-project\",\n  \"snippetKey\": \"safety-guardrails\",\n  \"text\": \"Updated guardrail text with new compliance requirements...\"\n}\n```\n\nEach update creates a new version. Existing config variations referencing the snippet can pick up the new version.\n\n## Edge Cases\n\n| Situation | Action |\n|-----------|--------|\n| Snippet key already exists | Use `get-prompt-snippet` to check, then either update or choose a different key |\n| Very long text | Snippets can hold large blocks — but consider splitting into multiple snippets for modularity |\n| Snippet referenced by configs | Update carefully — changes propagate to all referencing configs |\n| Deleting a referenced snippet | Warn the user that configs will lose the reference. 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Kept only so old references to aiconfig-migrate still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1272],{"name":1251,"slug":1252,"type":15},"2026-05-22T06:55:44.464733",{"slug":1275,"name":1275,"fn":1276,"description":1277,"org":1278,"tags":1279,"stars":20,"repoUrl":21,"updatedAt":1287},"aiconfig-online-evals","run online evaluations","DEPRECATED redirect — this skill was renamed to online-evals. Do not use this skill; invoke online-evals instead. Kept only so old references to aiconfig-online-evals still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1280,1283,1284],{"name":1281,"slug":1282,"type":15},"Evals","evals",{"name":9,"slug":8,"type":15},{"name":1285,"slug":1286,"type":15},"Testing","testing","2026-05-22T06:55:55.179617",{"slug":1289,"name":1289,"fn":1290,"description":1291,"org":1292,"tags":1293,"stars":20,"repoUrl":21,"updatedAt":1296},"aiconfig-projects","manage AI configuration projects","DEPRECATED redirect — this skill was renamed to projects. Do not use this skill; invoke projects instead. Kept only so old references to aiconfig-projects still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1294,1295],{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},"2026-05-22T06:55:48.522229",{"slug":1298,"name":1298,"fn":1299,"description":1300,"org":1301,"tags":1302,"stars":20,"repoUrl":21,"updatedAt":1305},"aiconfig-snippets","manage AI configuration snippets","DEPRECATED redirect — this skill was renamed to snippets. Do not use this skill; invoke snippets instead. Kept only so old references to aiconfig-snippets still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1303,1304],{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},"2026-05-22T06:55:47.16557",{"slug":1307,"name":1307,"fn":1308,"description":1309,"org":1310,"tags":1311,"stars":20,"repoUrl":21,"updatedAt":1315},"aiconfig-targeting","configure LaunchDarkly targeting rules","DEPRECATED redirect — this skill was renamed to configs-targeting. Do not use this skill; invoke configs-targeting instead. Kept only so old references to aiconfig-targeting still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1312,1313,1314],{"name":13,"slug":14,"type":15},{"name":1262,"slug":1263,"type":15},{"name":9,"slug":8,"type":15},"2026-05-22T06:55:49.845445",{"slug":1317,"name":1317,"fn":1318,"description":1319,"org":1320,"tags":1321,"stars":20,"repoUrl":21,"updatedAt":1324},"aiconfig-tools","redirect to tools skill","DEPRECATED redirect — this skill was renamed to tools. Do not use this skill; invoke tools instead. Kept only so old references to aiconfig-tools still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1322,1323],{"name":9,"slug":8,"type":15},{"name":1251,"slug":1252,"type":15},"2026-05-22T06:55:39.13373",{"slug":1326,"name":1326,"fn":1327,"description":1328,"org":1329,"tags":1330,"stars":20,"repoUrl":21,"updatedAt":1333},"aiconfig-update","redirect to configs-update skill","DEPRECATED redirect — this skill was renamed to configs-update. Do not use this skill; invoke configs-update instead. Kept only so old references to aiconfig-update still point users to the new name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1331,1332],{"name":9,"slug":8,"type":15},{"name":1251,"slug":1252,"type":15},"2026-05-22T06:55:40.464884",49,{"items":1336,"total":1334},[1337,1344,1349,1355,1360,1366,1370],{"slug":1206,"name":1206,"fn":1207,"description":1208,"org":1338,"tags":1339,"stars":20,"repoUrl":21,"updatedAt":1219},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1340,1341,1342,1343],{"name":17,"slug":18,"type":15},{"name":1213,"slug":1214,"type":15},{"name":9,"slug":8,"type":15},{"name":1217,"slug":1218,"type":15},{"slug":1221,"name":1221,"fn":1222,"description":1223,"org":1345,"tags":1346,"stars":20,"repoUrl":21,"updatedAt":1228},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1347,1348],{"name":17,"slug":18,"type":15},{"name":1213,"slug":1214,"type":15},{"slug":1230,"name":1230,"fn":1231,"description":1232,"org":1350,"tags":1351,"stars":20,"repoUrl":21,"updatedAt":1242},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1352,1353,1354],{"name":1236,"slug":1237,"type":15},{"name":9,"slug":8,"type":15},{"name":1240,"slug":1241,"type":15},{"slug":1244,"name":1244,"fn":1245,"description":1246,"org":1356,"tags":1357,"stars":20,"repoUrl":21,"updatedAt":1253},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1358,1359],{"name":9,"slug":8,"type":15},{"name":1251,"slug":1252,"type":15},{"slug":1255,"name":1255,"fn":1256,"description":1257,"org":1361,"tags":1362,"stars":20,"repoUrl":21,"updatedAt":1265},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1363,1364,1365],{"name":1236,"slug":1237,"type":15},{"name":1262,"slug":1263,"type":15},{"name":9,"slug":8,"type":15},{"slug":1267,"name":1267,"fn":1268,"description":1269,"org":1367,"tags":1368,"stars":20,"repoUrl":21,"updatedAt":1273},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1369],{"name":1251,"slug":1252,"type":15},{"slug":1275,"name":1275,"fn":1276,"description":1277,"org":1371,"tags":1372,"stars":20,"repoUrl":21,"updatedAt":1287},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1373,1374,1375],{"name":1281,"slug":1282,"type":15},{"name":9,"slug":8,"type":15},{"name":1285,"slug":1286,"type":15}]