kalibr
OfficialShip agents that fix themselves in production.
Authorkalibr-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Kalibr enables autonomous, self-healing agent pipelines by continuously learning from real production telemetry and routing requests to the most reliable combination of model, tool, and parameters, reducing outages, degradation, and manual intervention.
Core Features & Use Cases
- Learns from production outcomes to route tasks across model/tool/parameter paths for each goal.
- Provides automatic fallback and repair when a provider degrades or fails, keeping pipelines running.
- Supports multimodal workflows and framework integrations (LangChain, CrewAI, OpenAI Agents SDK, HuggingFace) for unified routing.
Quick Start
Invoke the Router with a simple goal and observe automatic healing across paths.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: kalibr Download link: https://github.com/kalibr-ai/kalibr-sdk-python/archive/main.zip#kalibr Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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