ds-plan-reviewer
CommunityEnsure data science plans are implementation-ready.
Software Engineering#code quality#workflow automation#data science#plan review#implementation readiness#ds-plan
Authoredwinhu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill prevents costly rework by ensuring data science plans are thoroughly reviewed for completeness, spec alignment, and task decomposition before implementation begins.
Core Features & Use Cases
- Proactive Plan Auditing: Catches critical gaps in data science plans before implementation.
- Spec Alignment Verification: Ensures the plan directly addresses all requirements in the specification document.
- Task Granularity Check: Verifies that tasks are atomic, well-ordered, and include clear intermediate output definitions and verification steps.
- Use Case: Before a data science project moves to coding, this skill acts as a gatekeeper, reviewing the
PLAN.mdto confirm that all necessary data profiling, cleaning, analysis, and visualization steps are clearly defined and aligned with theSPEC.md.
Quick Start
Use the ds-plan-reviewer skill to review the data science plan document located at .claude/PLAN.md against the spec at .claude/SPEC.md.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ds-plan-reviewer Download link: https://github.com/edwinhu/workflows/archive/main.zip#ds-plan-reviewer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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