Intelligence Systems, Naturally Organized
Three dimensions. Three systems. One framework.
Sound → Space → Time
Cormorant Foraging emerged from building three independent intelligence systems—ChirpIQX, PerchIQX, and WakeIQX—which retrospectively revealed a fundamental pattern: intelligence systems naturally align with physical dimensions when guided by natural metaphors.
The Pattern Nobody Designed
These systems weren't built as a trilogy. They emerged independently, solving real problems in different domains:
- ChirpIQX (December 2024): Fantasy hockey waiver wire intelligence
- PerchIQX (January 2025): Database schema optimization for Cloudflare D1
- WakeIQX (January 2025): AI context management and session continuity
Only after implementation did the pattern reveal itself: three cormorant behaviors, three physical dimensions, three information processing paradigms.
This is emergent discovery, not top-down design. The framework was found, not invented.
Sound: ChirpIQX
Communication & Urgency
Real-time pattern detection and alert signaling. Like cormorants chirping to coordinate hunts, ChirpIQX uses additive scoring to signal urgent opportunities.
Score = (R×0.4) + (P×0.3) + (O×0.2) - (Risk×0.1)
Domain: Fantasy Sports
Status:Production (78% accuracy)
Explore ChirpIQX →Space: PerchIQX
Structure & Relationships
Spatial reasoning and architectural analysis. Like cormorants perching to observe surroundings, PerchIQX uses multiplicative scoring to map structural relationships.
ICE = (Insight × Context × Execution) / 100
Domain: Database Intelligence
Status:Production (398 tests passing)
Explore PerchIQX →Time: WakeIQX
Memory & Continuity
Temporal context preservation and causal tracking. Like the persistent wakes cormorants leave while swimming, WakeIQX maintains memory across sessions.
Relevance = Base × e^(-age/τ)
Domain: Context Management
Status:Production (10min → 5sec restoration)
Explore WakeIQX →See It In Action
Watch the framework come to life through Will It Chirp? — testing ChirpIQX's pattern detection on real NHL players.
1,555+ views in 48 hours
Validated in Production
All three systems deployed and battle-tested as of January 2025:
78%
ChirpIQX prediction accuracy with active users
398
PerchIQX automated tests passing
10min → 5sec
WakeIQX context restoration time
This production maturity across all three dimensions provides empirical foundation beyond theoretical analysis.