Vibe Coding Velocity & Loop Diagnostic

Feedback Loop Topology (Prompting → Synthesis → Test → Refine) Cycle: 0 / 10

Convergence Index 0.0%

Context Pollution 0.0 Tokens

Test Pass Rate 0%

Velocity Throughput 0.0 ops/c

Vibe Coding Loop Dynamics: As prompt context accumulates without compaction, context pollution increases ambiguity. Automated test guardrails catch error drift early, enforcing convergence back to clean executable code.

Loop Steering Deck

Ambiguity Index 0.35

Automated Test Guardrails 80%

Context Decay Rate 0.12

Initial Prompt Clarity 75%

Iteration Budget (Cycles) 10

Mid-Flight Interventions

[SYS] Vibe coding telemetry pipeline initialized.

[SYS] Default parameters configured from fixture.

Diagnostic Proof Surface READY

Run simulation to synthesize convergence report and export diagnostic metrics.