# knowflow

> Use this tool when you need to analyze content gaps and improve documentation by connecting disparate data sources. Knowflow integrates documentation, GA4 search analytics, Jenkins CI pipeline, and RAGAS-style evaluation to provide actionable insights for Claude. It takes in documentation and analytics data as inputs and outputs recommendations for content improvement, making it ideal for use cases where data-driven documentation optimization is required.

Canonical page: https://skillsregistry.net/skills/bipin-24-knowflow  
JSON: https://api.skillsregistry.net/v1/skills/bipin-24-knowflow

## Description

Connects documentation, GA4 search analytics, Jenkins CI pipeline, and RAGAS-style evaluation to Claude for content gap analysis and documentation improvements.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u8f014pnmg)
- **Repository:** <https://github.com/Bipin-24/knowflow>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "bipin-24-knowflow"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bipin-24-knowflow` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bipin-24-knowflow/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt