Developer Docs

Record architecture decisions as numbered ADR files with context and consequences

Create step-by-step CodeTour walkthroughs with real file and line anchors

Generate an onboarding guide with an architecture map and starter CLAUDE.md

Keep a CONTEXT.md glossary of domain terms and route big decisions to ADRs

Audit documentation roles, links and ADR indexes for integrity and missing evidence

Pull current library and framework docs through Context7 instead of relying on memory

Assign project docs clear roles so they stay current and agents read the right sources

Generate wiki-style docs and Mermaid diagrams for any codebase

Explore a codebase as an interactive knowledge graph in your browser

Generate missing documentation for a feature, module or entire project

Audit and update release documentation such as changelogs and release notes

Write architecture decision records and docs that capture why a design was chosen

Check each implementation choice against official framework docs before writing code

Keep project docs aligned with code changes, detect drift and add release notes

Build a docs page with side navigation, an article body and a right-hand contents list

Write one-page release notes with highlights, fixes, breaking changes and known issues

Write a narrative report on a project's development history from its timeline

Write a week-by-week narrative digest of a project's full timeline

Build an interactive knowledge graph of a codebase's architecture and components

Ask questions about a codebase and get answers grounded in its knowledge graph

Launch an interactive web dashboard for a codebase's knowledge graph

Extract business domain knowledge from code into an interactive flow graph

Get a deep-dive explanation of a specific file, function or module

Generate an onboarding guide for new team members joining a project

Write READMEs, API references, code comments and changelogs

Create numbered architecture decision records and register them in AgentDB

Build or rebuild the ADR index and dependency graph in one script run

Fix stale ADR index rows after deleting a decision record or relation

Check ADR references for dangling links, supersede cycles and unknown statuses

Generate API documentation from source code with JSDoc and OpenAPI support

Write docs, detect drift from code and schedule recurring doc refreshes

Automate Entelligence tasks with the Rube MCP toolkit from Composio

Write scientific Markdown docs with Mermaid flowcharts, timelines and schema diagrams

Score docs articles against a style guide and iterate until they pass review

Write clear documentation articles that follow a house voice and content guide

Explore unfamiliar code by tracing architecture, call chains and execution flows

Look up GitNexus tools, MCP resources and knowledge graph query workflows

Review architecture decision records with fresh eyes and rewrite unclear sections

Write Markdown without hard line breaks so diffs stay clean and text reflows

Log surprises and workarounds hit while using Prisma products as a gotchas list

Write architecture subsystem docs, ADRs and design references for engineering teams

Generate accurate API documentation and OpenAPI specs from source code

Write READMEs, API docs and architecture guides, plus formal reports after security work

Write and maintain architecture decision records for significant technical choices

Generate changelogs and release notes from commits in Keep a Changelog format

Write token-efficient docs that humans and AI models can both read

Generate OpenAPI 3.1 specs from code or write design-first API contracts

Map and document an existing codebase to onboard into an unfamiliar repository

Add explanatory comments to a file so readers can follow what the code does