CompanyActivev1.0

Data Pipeline Doc Generator

Generates documentation for a data pipeline from its config and code — sources, transforms, schedule, and owners.

OHCreated by Omar Haddad · Senior Data Scientist

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Try it in your AI client

Paste this into Claude, ChatGPT, or any client connected to the Knac MCP — it invokes this skill by name.

Utilizing the knac skill "Data Pipeline Doc Generator", generate a complete data pipeline documentation page based on the details below.

My inputs:
[ Pipeline config, transformation code, scheduling metadata. ]

Context

Run when shipping or updating a pipeline so documentation stays current.

Inputs

Pipeline config, transformation code, scheduling metadata.

Process

Parses the config and code, describes each stage and dependency, and assembles standardized pipeline documentation.

Output

A complete data pipeline documentation page.

Deployment paths

Claude Code
Workflow

Permissioning

Scope: Company
Who can use: The whole organization
Who can promote: Omar Haddad & approvers

Measurement

Uses

Reuse frequency

Hours saved

Est. value

$3,214

Hours derived from 58 runs × 35 min, valued at a $95/hr blended rate.

Satisfaction

4.6 / 5 · 34 ratings

520

414

Collected by your AI client via the Knac MCP after each run.

Dependencies

Required knowledge

Required capabilities

AI clients

Claude

App connectors

GitHub
Jira

Builds on

None

Attribution

Omar Haddad

Creator · Senior Data Scientist

Raj Mehta

Contributor · Data Analyst

Where used: The whole organization
Reuse count: 8 reuses · 58 runs
Who benefited: Omar Haddad + 2 collaborators

Version history

v1.0
Current version
v0.1
Initial draft