Build fluency in GitHub's spec-driven workflow for guiding AI coding agents.
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At standup, a dev wants a structured, spec-first workflow for guiding an AI coding agent through a feature. Which GitHub tool fits?
Spec Kit is GitHub's open-source toolkit for spec-driven development, guiding an AI agent through writing a specification, plan, and tasks before generating code. It formalizes the upfront design step rather than jumping straight to code generation. This structure aims to produce more intentional, reviewable AI-assisted changes.
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During a design review, the team writes a document describing what the feature should do before any implementation. What is this artifact called in Spec Kit?
The specification captures the intended behavior and requirements of a feature in plain language, serving as the source of truth the agent works from. It precedes technical planning and implementation. This mirrors how a product or design spec anchors traditional software development.
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In a code review, a dev references the document that breaks the specification into concrete, ordered implementation steps. What is this called?
Spec Kit's plan (or task breakdown) translates the specification into an ordered sequence of concrete implementation steps the agent can execute one at a time. This intermediate artifact makes the agent's work auditable before code is written. It bridges the gap between intent and execution.
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An incident report shows an agent implemented a feature that diverged from what stakeholders actually wanted. What Spec Kit practice would have caught this earlier?
Because Spec Kit front-loads a reviewable specification phase, misunderstandings about intended behavior can be caught and corrected before any code is generated. Skipping straight to implementation removes this cheap early checkpoint. Reviewing the spec is the intended safeguard against this exact failure mode.
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During a PR review, a teammate asks how Spec Kit differs from just prompting an agent directly to build a feature. What is the key distinction?
Spec Kit's value is enforcing a structured spec-plan-tasks workflow, producing intermediate artifacts for review, rather than a single ad hoc prompt that jumps straight to code. This structure improves traceability and reduces drift between intent and implementation. It formalizes what many teams already do informally.