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D ◔ Limited 25

Agents @Kopern.ai

Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestrate AI agents from your IDE or terminal. ## What you can do - **Build** — Create agents from 37 templates or custom system prompts, with skills, tools and extensions - **Grade** — Evaluate agent quality with 6 criteria (output match, schema validation, tool usage, safety, custom scripts, LLM judge) - **Optimize** — AutoResearch lab with 6 modes: AutoTune, AutoFix, Stress Lab, Tournament, Distillation, Evolution - **Deploy** — Widget, Slack, Telegram, WhatsApp, webhooks (n8n/Zapier/Make compatible) - **Orchestrate** — Multi-agent teams with parallel, sequential and conditional execution modes - **Monitor** — Usage tracking, session history, compliance reports (EU AI Act) ## 32 tools in 6 categories | Category | Tools | |----------|-------| | Agent CRUD | create, get, update, delete, list, import, export | | Templates | list templates, deploy template | | Grading | grade prompt, create suite, run grading,

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Limited visibility — 2/5 applicable dimensions scored
○ Schema Quality ○ Protocol ✓ Reliability ○ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
A remote probe is needed for Protocol and Reliability scores.
Schema Quality
25% weight
Protocol Compliance
20% weight
Reliability
20% weight
Docs & Maintenance
15% weight
Security Hygiene
81
20% weight
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