implement-finding

Automating YouTube Intel finding implementation requires analyzing the finding context, generating a scoped implementation plan, and posting tasks directly to your pipeline system. This Skill executes that entire workflow to prevent scope creep.

Generating a scoped implementation plan from a finding involves reading the finding context and defining specific codebase changes required. This Skill automatically scopes the plan to ensure accurate implementation without expanding project boundaries.

Updating finding status after posting pipeline tasks is handled automatically during pipeline integration. The Skill posts the required task to the pipeline system and then updates the finding's status in one go.

Codebase directory access is required to analyze YouTube Intel findings. The Skill needs to read relevant codebase directories to accurately generate a scoped implementation plan based on the finding's context.

Implementation planning fails without finding context analysis because the scope cannot be defined accurately. Analyzing the finding context ensures the generated implementation plan aligns with the codebase and prevents scope creep.