Self-wiring product and customer knowledge graph for e-commerce operations
Adapted from gbrain (garrytan/gbrain) β self-wiring AI knowledge graph brain β 29 skills, hybrid search, entity enrichment
Product optimisation, conversion rate, customer journey.
This collection brings the Commerce Intelligence Brain approach to E-commerce & Retail work, providing 8 domain-specific skills and 3 end-to-end workflows with structured output and live progress tracking.
| Skill | Description |
|---|---|
/product-ingest |
Ingest product specs, reviews and sales data β extract attributes and link entities |
/customer-graph |
Build customer relationship graph: segments, LTV, purchase patterns, backlinks |
/competitor-track |
Track competitor products, prices and promotions with auto-entity linking |
/review-ingest |
Process customer reviews β extract sentiment, issues, entity references |
/inventory-brain |
Store inventory levels, supplier links, reorder triggers and demand patterns |
/campaign-ingest |
Ingest marketing campaign data β link to products, audiences and conversions |
/returns-query |
Query brain for return patterns, root causes and product quality signals |
/pricing-signal |
Detect pricing opportunities from brain: competitor gaps, elasticity patterns |
| Workflow | Description |
|---|---|
commerce-brain-init |
Bootstrap: ingest catalogue β customer segments β competitor data β crons |
launch-brief |
Product launch: query competitive landscape β generate positioning brief |
seasonal-prep |
Pre-season: query demand patterns β build inventory plan β campaign brief |
ββββββββββββββββββββββββββββββββββββββββββββββββββββ
β Commerce Brain β "wireless headphones market" β
β βββββββββββββββββββββββββββββββββββββββββββββββββββ£
β Product graph β¦ [ββββββ] 100% 847 entities β
β Competitor data β¦ [ββββββ] 78% β
β Customer patterns β¦[ββββββ] 100% β
ββββββββββββββββββββββββββββββββββββββββββββββββββββ
Market intelligence summary:
Avg price band: $89β$149 (our SKU: $129 β in range)
Top complaint: "battery life" β 34% of 1-star reviews
Opportunity: "noise cancelling under $100" β gap in market
Rising segment: "sports / workout" +22% MoM search volume
Every skill follows the same 5-step interaction:
β Scope Confirmation verify target + options
β‘ Live Progress [ββββββββββ] 80%
β’ Structured Findings table sorted by impact (π΄π π‘π’)
β£ Action Plan quick wins β medium-term β strategic
β€ Next Steps suggested follow-up skills
# Copy to Claude skills directory
cp -r . ~/.claude/skills/b01-gbrain--ecommerce/
# Load in Claude Code session
/read ~/.claude/skills/b01-gbrain--ecommerce/SKILL.mdDerived from gbrain (garrytan/gbrain) β self-wiring AI knowledge graph brain β 29 skills, hybrid search, entity enrichment. Original patterns adapted and domain-specialised for E-commerce & Retail.
MIT License