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cynative: Unified AI‑driven Infra Insights for Faster Decisions

cynative lets founders query code, Git repos, AWS, GCP, Azure and Kubernetes in one go, delivering verified answers to secure and optimize multi‑cloud environments.

From the repo · “Open-source AI agent framework for cloud security across AWS, Azure, GCP and Kubernetes: AI-powered cloud detection and response, and cloud security posture management findings triage.”

224 stars+1★ this week31 forksGoGuide quality 9/10 · reviewed Oct 17Updated 10/22/2026100% free · open source
What it does

Cynative analyzes your infrastructure by running deep research models across your code, cloud, and runtime to provide verified answers

When to use it
  • •When you need to understand the relationships between your code, cloud services, and runtime environment
  • •When you're trying to optimize your infrastructure for performance, security, or cost
  • •When you need to troubleshoot complex issues spanning multiple systems
Ready-to-paste prompt
Run cynative with a specific query: ./cynative -config config.yaml -query 'what services are dependent on my github repository?'
Heads up: Make sure you have the necessary credentials and permissions set up for cynative to access your GitHub, GitLab, AWS, GCP, Azure, and Kubernetes accounts
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/cynative && curl -fsSL https://workflowstacks.com/api/skills/cynative/claude-skill -o ~/.claude/skills/cynative/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How cynative: Unified AI‑driven Infra Insights for Faster Decisions works
Codeflow
Free to inspect

Cynative: Unified AI‑driven Infra Insights for Faster Decisions is a very large Go project (~130k lines across 627 code files, plus 53 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Apache-2.0 license, has a test suite.

Size
Very large codebase
~130k lines · 627 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Go
No API keys detected
Go 83%Shell 9%Python 6%PowerShell 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    AGENTS.md
    The instructions the AI actually follows
  3. 3
    cmd/cynative/main.go
    Where the program starts running
  4. 4
    go.mod
    Dependencies and the commands it exposes
  5. 5
    internal/auth/aws/testdata/README.md
    Inside internal/ — the main logic begins here
What's in each folder
internal/Core code — the actual logic636 files
agents/Prompts, skills & agent definitions45 files
cmd/Command-line entry points2 files
docs/Documentation58 files
scripts/Helper scripts28 files
tools/Helper scripts2 files
test/Tests — proof it works59 files
.github/CI / automation (GitHub Actions)16 files
READMEHas testsDocumentedCI checksApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
cynative
Language
Go
Category
devtools
Published
6/24/2026

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/cynative.svg)](https://workflowstacks.com/skills/cynative?utm_source=github&utm_medium=badge)
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