santos-sanz/ai-dev-workflow

testing-strategy

Design automated tests around real behavior, useful confidence, and maintainable contracts.

testing-strategy

Design automated tests that reduce uncertainty, cover real contracts, and avoid brittle coverage theater.

clarify-requirements

Clarify underspecified, high-risk, or product-heavy work until scope, constraints, success criteria, and trade-offs are clear enough to plan or implement.

diagnose-bug

Diagnose bugs, flakes, regressions, and unexplained failures with reproduction, hypotheses, instrumentation, fix, and regression evidence.

handoff

Create a portable continuation summary when work must cross sessions, agents, branches, or tools and native memory is not enough.

plan-implementation

Produce a decision-complete implementation plan before substantial edits, using native plan/read-only features where available.

review-diff

Review a branch, PR, or working tree against the intended spec and repo standards, using native diff and review tools first.

ship-pr

Prepare completed work for commit, push, and pull request with scope review, final verification, PR story, assumptions, and risks.

tdd-vertical-slice

Build features or fixes one behavior-first vertical slice at a time using the active agent's native edit, run, and verification tools.

clarify-requirements

Interview the user until goal, scope, constraints, success criteria, and trade-offs are clear enough to plan or implement.

diagnose-bug

Diagnose bugs, flakes, and regressions through reproduce, minimize, hypothesize, instrument, fix, and regression-test.

plan-implementation

Produce a decision-complete implementation plan before code changes, including interfaces, data flow, verification, assumptions, and rollout notes.

review-diff

Review a branch, PR, or working tree against the intended spec and the repo's documented standards.

ship-pr

Prepare completed work for a pull request with final verification, commit hygiene, push, and PR description.

tdd-vertical-slice

Build features or fixes one behavior-first vertical slice at a time using a red-green-refactor loop.

handoff

Summarize active work so another agent or future session can continue without replaying the full conversation.