Convert project specifications into ordered, verifiable execution slices.
npx skills add https://github.com/appautomaton/mlx-speech --skill auto-plan-appautomaton
Please help me install this Agent Skill. Skill: auto-plan Source: https://github.com/appautomaton/mlx-speech/tree/main/.claude/skills/auto-plan Command: npx skills add https://github.com/appautomaton/mlx-speech --skill auto-plan-appautomaton
This skill solves the ambiguity and lack of structure in project execution by converting high-level specifications into granular, testable, and verifiable work slices.
Invoke the auto-plan skill to generate a formal execution plan based on the current project specification file.
High-intent search queries and answers about installing and using this skill.
To convert project specifications into execution plans, you structure complex specs into ordered, testable work slices with explicit verification commands and clear execution topology. This ensures bounded, predictable development units.
Requirement traceability in workflow planning maps every decomposed task slice back to specific requirements, invariants, or audit targets defined in the original project specification, ensuring verifiable and systematic development.
Decomposing software specs into testable work slices involves structuring the project requirements into bounded, ordered units of work enforced by strict quality gates and explicit verification commands for safe execution.
Yes, automated workflows can define execution topology that outlines clear paths for serial execution, subagent routing, and human-in-the-loop checkpoints to ensure predictable and safe development progression.
The best way to enforce verification criteria for granular tasks is to apply strict quality gates during specification decomposition, preventing vague or untestable work slices from entering the execution topology.
Yes, you need an approved spec file to generate a formal execution plan. The skill structures complex project specifications into ordered, verifiable execution slices based on that input.
jasonraimondiCreate a detailed implementation plan with plan.md and batch files.
VeraticusGenerate detailed implementation plans with exact file paths, code samples, and verification steps.
Lizhiyu-foshanOrchestrate multi-skill pipelines for development, testing, and deployment workflows.
barkleesandersGenerate dependency-ordered user stories and enforce quality gates during autonomous feature builds.
