⚙ Vibecoding Workflow

The AI Mesh

Nexus Prime — the CEO — delegates to 4 specialized fleets. Each fleet is a team of AI agents with distinct roles.

Primary Vibecoding Workflow

This diagram illustrates the Star Topology of the AI Mesh. Nexus Prime (Supervisor) coordinates the specialized agentic fleets, maintaining state and ensuring alignment with the user's intent.

Project Task Requiring Code NEXUS PRIME Supervisor The CEO & Router 1. Research 2. Planning 3. Build 4. Audit ✗ REJECTED: Retry w/ Critique ✓ APPROVED: Merge ✓ DEPLOY PHASE 0: RESEARCH FLEET (AI Agent Mesh) Start Scoper Reasoning Agent Define Queries The Professor Fast Agent Relevance Check Executor Reasoning Agent Web Search/Scrape ✗ Reject ✓ Approve Synthesizer Reasoning Agent Compile Report DOSSIER.md 1. API Documentation 2. Design Patterns 3. Library Versions PHASE 1: ARCHITECT FLEET (AI Agent Mesh) Start Cartographer Reasoning Agent Read Dossier + Repo Drafter Reasoning Agent Write Spec Grounder Fast Agent Validate File Paths ✗ Hallucination ✓ Validated BLUEPRINT 1. SPEC.md - Logic 2. MANIFEST.json - Files 3. DDB.json - Audit Rules PHASE 2: BUILDER FLEET (Implementation) Start ⚙ System: Loader Pre-load Files from Manifest Scout Reasoning Agent Navigate Symbols Builder Code Agent Vibe Coding ⚙ System: Syntax AST Check / Linter ✗ Syntax Error ✓ Compiles SOURCE ARTIFACTS 1. Updated Files 2. DIFF.patch PHASE 3: AUDITOR FLEET (Adversarial Mesh) Start ⚙ System: Blast Calc Generate Dependency Graph ↓ Dependency Map The Sentinel Security Agent Security Analysis Suspicious? The Interrogator Security Agent Dry-Run Tests Test Results → AUDIT REPORT 1. Status: PASS or FAIL 2. Blocking Issues List 3. Security Score LEGEND: AI Agent System Tool Artifact FIG 1.1 - PRIMARY VIBECODING WORKFLOW (DETAILED)

The Four Fleets

Every fleet has a built-in quality gate. Failed work loops back with critique, not silence. Red dashed lines in the diagram above show rejection paths — agents correct themselves before proceeding.
Phase 0

🔍 Research Fleet

Scoper defines queries, The Professor checks relevance, Executor searches the web, Synthesizer compiles findings.

📄 DOSSIER.md
Phase 1

📐 Architect Fleet

Cartographer reads the dossier + repo, Drafter writes the spec, Grounder validates that every file path is real.

📐 BLUEPRINT
Phase 2

🔨 Builder Fleet

Loader pre-loads files, Scout navigates symbols, Builder writes code, Syntax checker ensures it compiles.

💾 SOURCE ARTIFACTS
Phase 3

🛡️ Auditor Fleet

Blast Calc generates dependency graphs, The Sentinel runs security analysis, The Interrogator dry-runs tests.

📋 AUDIT REPORT
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