Who is the primary audience for the generated documentation?

The output is specifically designed for developers, including new team members needing an overview and experienced maintainers looking for impact analysis during updates.

How does doc-gen prevent AI hallucinations in documentation?

It uses a 3-pass verification process where every claim must be backed by a Fact Index. Any statement without a direct code reference (file:line) is either flagged as 'unconfirmed' or phrased as a suggestion rather than a fact.

What specific artifacts does this skill generate?

It produces a Codebase Map (entry points and dependencies), Representative Flows (documenting both success and error paths), Change Playbooks (impact zones), and an External Interface Registry.

Is doc-gen useful for identifying side effects?

Yes, during the Fact Index pass, the skill specifically prioritizes the identification of side effects such as database writes, external API calls, event emissions, and job scheduling.

Codebase Documentation Generator

Name: Codebase Documentation Generator
Author: CAPHTECH

byCAPHTECH

0•

Aprendizaje y Documentación

Generates verified, developer-focused documentation from codebases using a structured 3-pass analysis approach.

The doc-gen skill solves the problem of outdated or missing technical documentation by transforming raw source code into high-fidelity developer guides. By utilizing a rigorous 3-pass approach—comprising Fact Indexing, Cross-functional Integration, and Evidence-based Verification—it creates reliable artifacts such as codebase maps, success/failure flow diagrams, and change playbooks. This process ensures that documentation is grounded in actual code reality rather than AI hallucinations, making it an essential tool for onboarding new developers, managing complex refactors, and eliminating tribal knowledge in growing teams.

Características Principales

013-Pass Verification System (Fact Index, Integration, Verification)

02Comprehensive Flow Extraction (Success + Failure scenarios)

03Change Playbooks for impact analysis and safe refactoring

040 GitHub stars

05Evidence-linked documentation with specific file/line references

06Automatic Codebase Map Generation with entry point mapping

Casos de Uso

01Automating the generation of external interface and side-effect registries

02Rapidly onboarding new engineers to complex legacy repositories

03Creating reliable impact analysis guides before major architectural changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add caphtech/claude-marketplace doc-gen

For use in Claude.ai and ChatGPT

Características Principales

013-Pass Verification System (Fact Index, Integration, Verification)

02Comprehensive Flow Extraction (Success + Failure scenarios)

03Change Playbooks for impact analysis and safe refactoring

040 GitHub stars

05Evidence-linked documentation with specific file/line references

06Automatic Codebase Map Generation with entry point mapping

Casos de Uso

01Automating the generation of external interface and side-effect registries

02Rapidly onboarding new engineers to complex legacy repositories

03Creating reliable impact analysis guides before major architectural changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add caphtech/claude-marketplace doc-gen

For use in Claude.ai and ChatGPT