plan-from-context

To generate a CI-ready implementation plan from repository context, the Skill analyzes your codebase and conversation to produce a structured, multi-phase plan with defined milestones, interfaces, tests, and validation commands suitable for merging.

A multi-phase implementation plan breaks down codebase changes into sequential milestones with review gates. You need this for complex tasks requiring parallel research, phased rollouts, and strict validation before merging through CI.

Structuring an implementation plan for multi-agent orchestration involves defining clear phase descriptions, interfaces, and validation commands. This Skill outputs reproducible, PR-ready plans that coordinate parallel research and review gates across agents.

Yes, you can create a mergeable PR plan with built-in review gates. The Skill extracts context to formulate phased milestones and includes a mandatory review step to ensure alignment with CI requirements before merging.

Yes, the generated implementation plan includes validation commands for CI. It structures each phase with specific tests and validation steps to ensure the codebase changes meet merge requirements and pass continuous integration checks.

The best way to translate conversations into ready-to-merge plans is through context extraction and task scoping. This Skill processes repository contents and dialogue to output structured, phased implementation plans with mandatory review steps and validation commands.