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99## [ Unreleased]
1010
11+ ## 2026-04-08 — v3.6.0
12+
13+ ### Added
14+ - ** Graphify Knowledge Graph** — Sales intelligence powered by [ graphify] ( https://github.com/safishamsi/graphify )
15+ Build queryable knowledge graphs from product catalogs, customer conversations, and
16+ market research. Cherry-picked and adapted for B2B SDR context:
17+ - Product catalog graph → cross-sell paths, product families, spec relationships
18+ - Customer intelligence graph → buying patterns, referral paths, stalled lead recovery
19+ - Market research graph → competitive landscape, expansion opportunities
20+ - Runtime query via ` python3 -m graphify query "topic" ` (BFS/DFS traversal)
21+ - Interactive HTML visualization for owner dashboard
22+ - New skill: ` skills/graphify/SKILL.md `
23+ - Deploy: auto-installs Python + graphifyy, auto-uploads all local skills
24+ - Added to ` SKILLS_RESEARCH ` in skill profiles (` full ` profile)
25+
26+ ### Changed
27+ - ** Operator Bilingual Mode now opt-in** — disabled by default, enable via
28+ ` operator_bilingual: true ` in IDENTITY.md. Prevents unexpected self-chat messages
29+ for operators who don't need Chinese translation.
30+
31+ ### Deployment
32+ - ` deploy.sh ` now auto-uploads all local skills from ` skills/ ` directory
33+ - ` deploy.sh ` Step 3b: auto-installs Python3 + graphify on target server
34+
35+ ---
36+
1137## 2026-04-08 — OpenClaw v2026.4.7 upstream sync
1238
1339### Breaking Changes
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