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Skills
SKILL RECOMMENDATIONS

Worth learning from.

Third-party skills and resources that complement the Starter Pack collection. These are not authored or maintained by Devin.

Alignment and discovery

Turn a rough idea into shared understanding before writing code.

Grill Me

An intensive interview that drills into plans and designs until all branches are resolved.

Grill with Docs

Conducts alignment interviews while building domain models and updating context and architecture decision records.

Domain Modeling

Actively builds and sharpens project domain models and terminology.

Research

Investigates questions against primary sources and captures findings as cited Markdown.

Planning and specification

Structure decisions into specs and actionable tickets.

To Spec

Synthesizes conversations into published specs and PRDs for issue trackers.

To Tickets

Breaks plans into tracer-bullet tickets with blocking dependency edges.

Wayfinder

Plans large work across multiple sessions as decision tickets.

Building and quality

Build from specs with tests, reviews, and structured debugging.

Implement

Builds work from specs and tickets using TDD with code review gates.

TDD

Red-green-refactor test-driven development cycles.

Code Review

Two-axis review covering standards compliance and spec adherence.

Diagnosing Bugs

A structured debugging loop for hard bugs and performance regressions.

Prototype

Creates throwaway HTML and UI prototypes to answer design questions quickly.

Architecture and maintenance

Keep the codebase and issue list healthy as the project grows.

Improve Codebase Architecture

Scans codebases for architectural deepening opportunities with visual reports.

Codebase Design

Establishes discipline for designing deep, testable modules with minimal interfaces.

Triage

Moves issues through a state-machine of triage roles to work through backlogs.

Resolving Merge Conflicts

Works through merge conflicts hunk-by-hunk, by intent.

Communication and handoff

Move context between sessions, people, and agents without losing signal.

Handoff

Compacts conversations into handoff documents for other agents or people.

Teach

Multi-session skill teaching using project directories as workspaces.

Writing for Agents

Guidelines for writing agent-readable documentation.

All skills above are authored by their respective creators. Source and installation: mattpocock/skills (opens in a new tab) and aihero.dev (opens in a new tab)

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