evolve-integrate

Add a new external system integration to AICP with decision pages, backend, monitoring, and CI/CD wiring.

Updated Mar 26, 2026
One-click install
npx skills add https://github.com/cyberpunk042/devops-expert-local-ai --skill evolve-integrate
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: evolve-integrate
Source: https://github.com/cyberpunk042/devops-expert-local-ai/tree/main/.claude/skills/evolve-integrate
Command: npx skills add https://github.com/cyberpunk042/devops-expert-local-ai --skill evolve-integrate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Integrate AICP with new external systems by guiding decisions and wiring for fleet integrations, cloud backends, monitoring exporters, and CI/CD pipelines.

Core Features & Use Cases

  • Author integration decisions and wire the integration into AICP surfaces (backend, monitoring, CI/CD).
  • Supports fleet peers, new model backends, Prometheus exporters, Grafana dashboards, and GitHub/GitLab CI workflows to enable end-to-end deployment.
  • Provides operator-facing documentation and testing scaffolds to ensure safety and reversibility.

Quick Start

Document the integration decision and then implement the wiring across backend, monitoring, and CI/CD surfaces, followed by operator checks.

Frequently Asked Questions about evolve-integrate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I add a new external system integration to AICP?▼

To add a new external system integration to AICP, you author a decision page, wire the integration into backends, monitoring, and CI/CD, document for operators, and add tests with config.

What is the best way to integrate Prometheus exporters and Grafana dashboards into AICP?▼

Integrating Prometheus exporters and Grafana dashboards involves wiring monitoring surfaces into AICP, creating a decision page, and adding operator-facing documentation with testing scaffolds for safety.

Can I use this to wire GitHub or GitLab CI workflows into AICP?▼

Yes, you can wire GitHub or GitLab CI workflows into AICP. The integration process covers CI/CD wiring, backend connections, monitoring setup, and operator documentation for end-to-end deployment.

When do I need to create a new integration versus evolving an existing API in AICP?▼

You create a new integration when adopting a completely new capability like fleet peers or new model backends. Evolving an existing API does not require this full integration decision and wiring process.

Does integrating cloud backends with AICP require operator-facing documentation and tests?▼

Yes, integrating cloud backends requires operator-facing documentation and testing scaffolds. These ensure safety and reversibility when wiring new external systems into AICP surfaces.

How do fleet integrations work with AICP monitoring and CI/CD surfaces?▼

Fleet integrations work by wiring peers into AICP backend, monitoring, and CI/CD surfaces. The process requires documenting integration decisions and adding config with tests for operators.