PODY — KNOWLEDGE LAYER FOR AI AGENTS — POWERED BY UTOPIA STUDIO — 8 CAPABILITIES — 201 EVAL SCENARIOS — 4 ACTIVE PODS — LOGISTICS — MANUFACTURING — RETAIL — ENERGY — OPEN SOURCE — PODY — KNOWLEDGE LAYER FOR AI AGENTS — POWERED BY UTOPIA STUDIO — 8 CAPABILITIES — 201 EVAL SCENARIOS — 4 ACTIVE PODS — LOGISTICS — MANUFACTURING — RETAIL — ENERGY — OPEN SOURCE —
PODY v1.0
PODY
PlatformUtopia Studio
Pods4 Active
Skills● 8 Capabilities

The Knowledge Layer
for AI Agents.

Operational expertise from domain veterans with 10-20+ years experience. Codified into agent skills. 201 eval scenarios. 93.2% avg score. +11.8pp lift vs bare model.

$npx skills add ai-evos/agent-skills
PODY KNOWLEDGE LAYER
CAPABILITIES: 8
SCENARIOS: 201
AVG SCORE: 93.2%
PODS: 4 ACTIVE
STATUS: OPERATIONAL
Claude CodeCursorCodexGeminiCopilotWindsurfClineAMPRooVSCodeGooseKiloOpenCodeTraeDroidKiro CLIAntigravityClawdBotClaude CodeCursorCodexGeminiCopilotWindsurfClineAMPRooVSCodeGooseKiloOpenCodeTraeDroidKiro CLIAntigravityClawdBot
Capabilities
8
Avg With Skill
93.2%
Avg Bare Model
81.4%
Avg Lift
+11.8pp
vs bare model
Baseline Comparison — Bare Model vs With Capability
Capability
Bare Model
With Skill
Lift
Logistics Exception Management
Logistics · 30 scenarios
85.2%
95%
+9.8pp
Carrier Relationship Management
Logistics · 22 scenarios
90.3%
99.3%
+9pp
Customs & Trade Compliance
Logistics · 28 scenarios
74.6%
90.4%
+15.8pp
Inventory Demand Planning
Retail · 24 scenarios
84.7%
93%
+8.3pp
Returns & Reverse Logistics
Retail · 24 scenarios
70.3%
88%
+17.7pp
Production Scheduling
Manufacturing · 23 scenarios
85%
92.4%
+7.4pp
Quality & Non-Conformance
Manufacturing · 26 scenarios
83.7%
91.9%
+8.2pp
Energy Procurement
Energy · 24 scenarios
77.4%
95.4%
+18pp
Average
81.4%
93.2%
+11.8pp
Expert-informed, not prompt-engineered.
Every capability is built from the operational knowledge of professionals with 10-20+ years in their domain. Codified into agent skills that power Utopia Studio ventures from day one.
OPEN SOURCE *****
EVAL VERIFIED 201 tests
UTOPIA STUDIO Powered
AGENT SKILLS 26+ plat
Build with Pody.

The knowledge layer powering Utopia Studio ventures.

PODY — An Evos venture by Urav Shah — Powered by Utopia Studio
Evos by Urav Shah — OPEN SOURCE — APACHE-2.0 — 2025