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Capability Map

Capabilities​

CapabilityMaturity (0-5)EvidenceClassification
Algorithm framework (libs/agency/src/lib/algorithms/)4sales-forecasting, compound-rate-tracking provenCore
AlgorithmMetadata export pattern4Standard across all algorithmsCore
algorithm-constants.ts4Established pattern, extensibleCore
CRM data access (Drizzle repos)45 deals, 10 activities, 28 contacts in prodSupporting
Convex agent messages (HTTP client)3Read channel working, query patterns provenSupporting
Commissioning state (markdown)2Manual L-level tracking in index.mdSupporting
Prediction schemas1Tables deployed, no data, no consumersSupporting
Signal normalization (0-1 scaling)0Does not exist — buildCore
Exponential decay weighting0Does not exist — buildCore
Composite scoring with confidence0Does not exist — buildCore
Insights UI (dashboard components)2Components exist, no data flowingGeneric

Gaps​

GapPriorityInvestment
Signal normalizationP0New function — per-signal-type normalization to 0-1
Exponential decayP0New function — recency weighting with configurable half-life
Composite scoringP0New function — weighted sum with confidence calculation
Forecast baselinesP0Configuration — dream team sets targets per signal
Commissioning data accessP1Wire — parse L-levels from commissioning dashboard

Build Ratio​

~70% composition (algorithm framework, data access, constants pattern, Convex client), ~30% new code (normalization, decay, composite, signal collectors).