Learning & Documentation Agent Skills for Devin Desktop

This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural"…

This skill should be used when the user types "/coaching" or asks to enter coaching mode, or asks for help working through a coding task…

Enforces clear principles and quality checks for writing, updating, and reviewing meaningful in-code documentation.

Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software…

Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals…

Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code…

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step…

Extract application facts from the repository regardless of stack.

Turn selected code into a persistent, project-agnostic, source-backed technical article.

Use before committing code - validates Drupal coding standards, SOLID/DRY principles, security practices, and CSS standards.

Final gate before code analysis can be marked `covered`.

Extract the actual code conventions of the repository — not the conventions a linter pretends to enforce, not the conventions the…

Produce an exhaustive, machine-checkable inventory of the entire repository tree before any interpretation is attempted.

Analyze repository evidence to bootstrap, migrate, update, or audit project documentation covering architecture, flows, APIs, schemas…

Extract domain, architecture, business rules, workflows and a business glossary from an existing (often poorly documented) codebase, then…

Explains codebases visually with ASCII architecture diagrams, code flow tracing, and interactive deep-dives.

Multi-angle codebase exploration spawning 3-5 parallel agents for code structure, data flow, architecture patterns, and health assessment.

Designs reverse-engineered, milestone-driven learning plans to master, debug, and modify complex Python and Go codebases efficiently.

Analyze a codebase and generate onboarding docs: architecture overviews, file maps, setup guides, runbooks, and debugging guides.

Turn any codebase into a beautiful, interactive single-page HTML course that teaches how the code works to non-technical people.

Analyze a codebase and produce an evidence-backed technical narrative or onboarding guide covering purpose, stack, architecture, execution…