AI development workflows

Compare starting without extra skills, specification tracking, reusable development skills, and change proposals by risk, collaboration, and setup cost.

Search within: AI development workflows

4 field notes

Comparison within this category
ConceptFeaturesAdvantagesLimitationsSuitable situationsCombination conditions
No additional skillsExisting instructions and checksNo extra installationYou must keep decisions and checks explicitClear scope with adequate existing practicesExisting project rules and ordinary agent tools
OpenSpecCurrent specs plus proposed change deltasChanged and preserved rules stay visibleArtifacts must stay aligned with codeReviewable changes to agreed behaviorScoped execution skills and existing project rules
Spec KitSpecification, plan, tasks, and convergenceShared requirements remain reviewableSetup and document review add workDependent features or consequential shared rulesScoped execution skills with clear artifact ownership
SuperpowersComposable design, test, debug, and review skillsExplicit development and verification habitsWorkflow and harness setup add overheadRepeatable execution and regression checksExisting requirements or a clearly owned specification workflow