🔬 Kaser R&D AI-Helper Sample Showcase

This sample demonstrates how Kbot R&D Workforce measures software engineering based on 7 verifiable dimensions (100% total), cryptographic Git diffs, test pass rates, and task budget velocity ($\Delta$).

⚙️ Live 7-Item R&D Simulator 100% Weight Total
99.3
R&D SCORE
🥇 Gold Medal Performer
Task Velocity Multiplier: Δ = 0.68 (Beat Plan)
5 Commit SHAs 11/11 Tests Pass
1. AI-Progress Match (Diffs vs Plan) 30% Weight · 100%
2. Priority Target Met (P0/P1/P2 Points) 20% Weight · 100%
3. Code Performance (Jest/Playwright Tests) 15% Weight · 100%
4. Time Meets Requirement (Task Velocity Δ) ★ Special #1 · 15% Weight · 95.5%
5. Schedule (On-Time Delivery @ 17:00) 10% Weight · 100%
6. Linear Requirement Met (Cycle Discipline) 5% Weight · 100%
7. Three-Way Agreement Signed (Pre-Flight) ★ Special #2 · 5% Weight · 100%
🤝 Sample Pre-Flight 3-Way Handshake Locked & Signed
Linear Epic: M3-88 Consent Hook
AI Plan (6.0h) + Dev Estimate (8.0h) + Steve Signoff (8.0h)
Rationale: +2.0h multi-attendee consent debounce & Jest test harness accepted.
🌐 Universal AI Agent Integration Claude · Cursor · Devin
Connects seamlessly whether developers use Anthropic Claude, Cursor, GitHub Copilot, or Devin. Git webhooks ingest commit diffs automatically.