How do I install the Kalibr skill?

Run npx skillmds@latest add nordeim-openclaw-curated-skills/kalibr in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Kalibr safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Kalibr?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Kalibr free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Kalibr?

nordeim (@nordeim-openclaw-curated-skills) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Kalibr by nordeim-openclaw-curated-skills

Name: Kalibr
Rating: 4.2 (5 reviews)
Author: nordeim

Kalibr

Autonomous execution path routing for OpenClaw agents. Reads real-time telemetry and routes to the optimal model + tool + parameter combination — so your agent navigates around failures, degradations, and cost spikes autonomously.

nordeim Updated Sep 10, 2026

File contents

Kalibr — Autonomous Execution Path Routing for OpenClaw Agents

Kalibr hooks into your OpenClaw agent's runtime, reads live telemetry, and routes to the optimal execution path (model + tool + parameters) — preventing failures, degradations, and cost spikes before they impact users.

Installation

openclaw plugins install @kalibr/openclaw
openclaw config set plugins.entries.kalibr.config.apiKey "your-kalibr-api-key"
openclaw config set plugins.entries.kalibr.config.enableRouting true
openclaw gateway restart

Get your API key: https://dashboard.kalibr.systems

Two Modes

Telemetry mode (enableRouting: false) — instruments every LLM call with zero behavior changes. Full visibility into success rates, latency, cost, and failure patterns across providers.

Routing mode (enableRouting: true) — everything in telemetry mode, plus autonomous rerouting to the optimal model + tool + parameter combination. Uses Thompson Sampling + Wilson scoring. Detects provider degradation via 10% canary traffic and reroutes before users are affected.

OpenClaw Hooks

before_model_resolve — execution path override (primary hook)
before_prompt_build — context injection
before_agent_start — legacy fallback

Reliability

Agents running in production with Kalibr see near 100% success rates even during provider incidents and degradations.

Resources

Docs: https://kalibr.systems/docs
Dashboard: https://dashboard.kalibr.systems
GitHub: https://github.com/kalibr-ai/openclaw-kalibr
npm: https://www.npmjs.com/package/@kalibr/openclaw
Python SDK: https://github.com/kalibr-ai/kalibr-sdk-python
SKILL.md: https://kalibr.systems/skill.md

---name: kalibrdescription: Autonomous execution path routing for OpenClaw agents. Reads real-time telemetry and routes to the optimal model + tool + parameter combination — so your agent navigates around failures, degradations, and cost spikes autonomously.---# Kalibr — Autonomous Execution Path Routing for OpenClaw AgentsKalibr hooks into your OpenClaw agent's runtime, reads live telemetry, and routes to the optimal execution path (model + tool + parameters) — preventing failures, degradations, and cost spikes before they impact users.## Installation```bashopenclaw plugins install @kalibr/openclawopenclaw config set plugins.entries.kalibr.config.apiKey "your-kalibr-api-key"openclaw config set plugins.entries.kalibr.config.enableRouting trueopenclaw gateway restart```Get your API key: https://dashboard.kalibr.systems## Two Modes**Telemetry mode** (enableRouting: false) — instruments every LLM call with zero behavior changes. Full visibility into success rates, latency, cost, and failure patterns across providers.**Routing mode** (enableRouting: true) — everything in telemetry mode, plus autonomous rerouting to the optimal model + tool + parameter combination. Uses Thompson Sampling + Wilson scoring. Detects provider degradation via 10% canary traffic and reroutes before users are affected.## OpenClaw Hooks- before_model_resolve — execution path override (primary hook)- before_prompt_build — context injection- before_agent_start — legacy fallback## ReliabilityAgents running in production with Kalibr see near 100% success rates even during provider incidents and degradations.## Resources- Docs: https://kalibr.systems/docs- Dashboard: https://dashboard.kalibr.systems- GitHub: https://github.com/kalibr-ai/openclaw-kalibr- npm: https://www.npmjs.com/package/@kalibr/openclaw- Python SDK: https://github.com/kalibr-ai/kalibr-sdk-python- SKILL.md: https://kalibr.systems/skill.md

Frequently asked questions