greedy-selection-algorithm
Use when building selection algorithms that must balance multiple diversity/coverage constraints (e.g., selecting test cases, sampling datasets, portfolio optimization). Especially useful when hard co...
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Use when building selection algorithms that must balance multiple diversity/coverage constraints (e.g., selecting test cases, sampling datasets, portfolio optimization). Especially useful when hard co...
Implement Stripe Connect OAuth for querying connected accounts. Use when onboarding apps to Connect or querying payment/subscription data on their behalf.
Define tools for the support agent. Use when adding new capabilities like refund processing, license transfer, knowledge lookup, or any agent action.
Comprehensive guide to AI SDK v6 for agent development, tool definitions, multi-step agentic workflows, and result extraction patterns
Handle Front webhook events for the support platform. Use when implementing conversation ingestion, message handlers, Front API integrations, or webhook signature verification.
Create Inngest workflows for durable execution. Use when building agent workflows, approval flows, scheduled tasks, or any multi-step async process.
Deploy and manage Vercel projects via CLI. Use when deploying apps, managing environment variables, configuring domains, or pushing secrets to Vercel. Triggers on deploy, vercel, env vars, production.
Add a new Skill Recordings product to the support platform. Use when user says "add product", "new app", "onboard [product name]", or similar.
Guide user through support platform setup. Use when user says "set up", "configure", "I'm on step X", or provides API keys/credentials.
CLI for Skill Recordings Support Agent platform. Use when investigating support issues, debugging workflows, inspecting Front/Inngest data, or managing app integrations.
Enforce TDD workflow (red → green → refactor). Use for any code change that is testable.
Build Front plugins using the Plugin SDK. Use when creating sidebar plugins, composer plugins, or extending Front's UI. Triggers on plugin, front plugin, sidebar plugin, composer plugin, @frontapp/plugin-sdk.
Convert between Front URL IDs (base-10) and API IDs (base-36 with prefix). Use when working with Front inbox, conversation, or message IDs.
Create SDK adapters for new app integrations. Use when onboarding a new Skill Recordings product, implementing the SupportIntegration interface, or scaffolding a new app.
Implement human-in-the-loop approval flows. Use when adding Slack approvals, dashboard review queues, action gating, or trust-based auto-approval.
Implement vector search for knowledge retrieval. Use when adding RAG, semantic search, knowledge base features, or context building for the agent.
Reference for Front REST API integration. Use when working with Front API schemas, nullable fields, webhooks, or debugging Front SDK issues.
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