ProductDevelopment
Real-time insights into ACOS v10 autonomous intelligence. Watch the system learn, adapt, and optimize itself.
Intelligence Score
Learning Trajectories
Success Patterns
Avg Success Rate
ACOS v10 Capabilities
Five autonomous intelligence systems working in concert
Self-Learning Intelligence
83 trajectories capture successful patterns. Top pattern: Edit > Read > Bash (89% success, 3x).
Safety Guarantees
Circuit breaker restricts after 5 failures. Self-modify gate auto-reverts if intelligence drops >5 points.
Autonomous Activation
22 skills auto-load based on keywords and file patterns. Frontend-designer profile triggers on design work.
Quality Enforcement
Deploy pipeline enforces preflight → build → lint → sync → deploy. No step skippable.
Evolution Timeline
Intelligence score progression through major releases
v10.0
Feb 14, 2026Autonomous Intelligence
- Experience Replay - injects successful trajectories as context
- Agent IAM - per-profile tool/directory scoping
- Circuit Breaker - tracks failures, restricts on threshold
- Self-Modify Gate - validates intelligence before config changes
- Audit Trail - immutable JSONL logging
v9.3
Feb 13, 2026Pattern Recognition
- N-gram pattern learning - tracks tool sequences
- Domain reclassifier - categorizes trajectories
- Skill weight optimization - priority queue
- Quality gate enforcement - blocks low-confidence actions
v9.0
Feb 13, 2026Executable Routing
- Dynamic skill activation via keyword triggers
- Agent profile system - bundles skills
- Trajectory-based learning - stores success/failure
- Hook orchestration - 15 lifecycle hooks
Recent Activity
Live feed from ACOS hooks, trajectories, and deployments
Skill activation hook triggered - loaded baseline-ui, web-design-guidelines, ui-ux-pro-max
Learning trajectory completed in the code_development category with strong consistency
Production deploy to frankx.ai via Vercel - newsletter page redesign
Circuit breaker WARNING - 3 failures on app/design-lab/newsletter/page.tsx
Pattern stored - Edit > Read > Bash sequence (3 occurrences, 89% success)
Monitor Live Activity
Run npm run acos:monitor to see real-time hook activations and trajectory learning.
Test ACOS Intelligence
Clone the testing environment and verify autonomous behaviors