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Feat/thinking simulator#82

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diya1411 wants to merge 2 commits intoLamatic:mainfrom
diya1411:feat/thinking-simulator
Closed

Feat/thinking simulator#82
diya1411 wants to merge 2 commits intoLamatic:mainfrom
diya1411:feat/thinking-simulator

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@diya1411 diya1411 commented Mar 21, 2026

AI Thinking Simulator Kit

New Next.js application that simulates multi-perspective AI thinking

  • Core functionality: Interactive UI for analyzing questions/decisions through five distinct AI perspectives
  • Architecture:
    • Server-side orchestration module (orchestrate.ts) that calls Lamatic workflows
    • Lamatic GraphQL API client with 30-second timeout and Bearer auth
    • Client-side React components for question input, loading states, and results display
  • Features:
    • Each persona returns opinion, reasoning, and concerns in collapsible cards
    • Final synthesis view with confidence score and recommended action
    • Example prompts for quick start
    • Responsive card-based UI with animations (fade-up, shimmer, pulse effects)
  • Configuration:
    • Lamatic workflow definition for LLM-based perspective generation
    • Environment variables for API credentials, project ID, and flow ID
    • Input/output schemas defining perspective structure and synthesis data
  • Stack: Next.js 14.2, React 18, TypeScript, Tailwind CSS, PostCSS

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coderabbitai bot commented Mar 21, 2026

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Pull request was closed or merged during review

📝 Walkthrough

Walkthrough

This PR introduces a complete "AI Thinking Simulator" Next.js application that integrates with the Lamatic API to generate and display multiple AI perspectives on user questions, along with synthesized recommendations and confidence scoring. The submission includes full project scaffolding, configuration, server-side orchestration logic, interactive UI components, and comprehensive documentation.

Changes

Cohort / File(s) Summary
Configuration & Metadata
ai-thinking-simulator/.env.example, ai-thinking-simulator/config.json, ai-thinking-simulator/orchestrate.js
Environment variables template, app-level configuration metadata defining the agentic-thinking-simulator flow, and runtime wiring of flow workflows with input/output schemas.
Workflow Definition
ai-thinking-simulator/flows/thinking-simulator/config.json, ai-thinking-simulator/flows/thinking-simulator/inputs.json, ai-thinking-simulator/flows/thinking-simulator/meta.json
Lamatic flow configuration defining an HTTP-triggered API pipeline (trigger → LLM node → response node), required input schema (question: string), and output schema with perspectives, synthesis, confidence, and recommended action.
Build & Dependency Configuration
ai-thinking-simulator/package.json, ai-thinking-simulator/tsconfig.json, ai-thinking-simulator/tailwind.config.ts, ai-thinking-simulator/postcss.config.js, ai-thinking-simulator/next.config.js
Project manifest with Next.js, React, Tailwind, and TypeScript dependencies; TypeScript compiler configuration with strict mode and path aliases; Tailwind and PostCSS tooling configuration; Next.js application settings.
Core Logic
ai-thinking-simulator/actions/orchestrate.ts, ai-thinking-simulator/lib/lamatic-client.ts
Server-side orchestration module exporting simulateThinking() that validates env vars, calls Lamatic workflow, normalizes responses, and returns structured ThinkingResult with perspectives and synthesis; Lamatic API client with GraphQL query execution, Bearer auth, project ID headers, 30s timeout, and error handling.
Next.js App & Styling
ai-thinking-simulator/app/layout.tsx, ai-thinking-simulator/app/page.tsx, ai-thinking-simulator/app/globals.css, ai-thinking-simulator/next-env.d.ts
Root layout with metadata and HTML structure; interactive home page with question input, loading state, and results view displaying perspective cards, final synthesis, confidence meter, and reset functionality; global stylesheet with Google Fonts imports, Tailwind setup, and custom animations (fade-up, shimmer, pulse-ring).
Project Setup & Documentation
ai-thinking-simulator/.gitignore, ai-thinking-simulator/README.md
Standard Node/Next.js ignore patterns (.env, .next/, node_modules/, .DS_Store); comprehensive setup guide covering Lamatic flow creation, local development with npm, Vercel deployment, environment variables, example prompts, and expected folder structure.

Sequence Diagram(s)

sequenceDiagram
    participant User as User
    participant App as Next.js App<br/>(page.tsx)
    participant Server as Server<br/>(orchestrate.ts)
    participant Client as Lamatic Client<br/>(lamatic-client.ts)
    participant LamaticAPI as Lamatic API
    participant LLM as LLM Engine

    User->>App: Enter question & submit
    App->>App: Validate question,<br/>set loading state
    App->>Server: simulateThinking(question)
    Server->>Server: Validate env vars,<br/>select flow
    Server->>Client: executeFlow(workflowId,<br/>{question})
    Client->>Client: Build GraphQL query<br/>with Bearer auth
    Client->>LamaticAPI: POST executeWorkflow<br/>(with timeout)
    LamaticAPI->>LLM: Generate perspectives<br/>from templated prompt
    LLM->>LamaticAPI: Return JSON<br/>(perspectives, synthesis,<br/>confidence, action)
    LamaticAPI->>Client: Return response
    Client->>Server: JSON response
    Server->>Server: Normalize & extract<br/>perspectives, synthesis
    Server->>App: {success: true,<br/>data: ThinkingResult}
    App->>App: Set results state,<br/>clear loading
    App->>User: Display perspective cards,<br/>synthesis & confidence meter
Loading

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

Possibly related PRs

  • Fix : Config Removal #42: Modifies Lamatic client initialization and environment-variable configuration for API integration; this PR introduces new lamatic-client.ts with similar env-var patterns (LAMATIC_API_URL, LAMATIC_PROJECT_ID, LAMATIC_API_KEY).
🚥 Pre-merge checks | ✅ 1 | ❌ 2

❌ Failed checks (1 warning, 1 inconclusive)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Write docstrings for the functions missing them to satisfy the coverage threshold.
Title check ❓ Inconclusive The title 'Feat/thinking simulator' is vague and uses a broad generic term ('thinking simulator') without clearly specifying the main change, making it unclear what specific functionality was implemented. Use a more specific, descriptive title such as 'Add AI thinking simulator with multi-perspective analysis' or 'Implement agentic thinking simulator flow' to clearly communicate the primary feature added.
✅ Passed checks (1 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.

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✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

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@diya1411 diya1411 closed this Mar 21, 2026
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