Validate CRISP-DM phase artifacts and update the phase tracker.
npx skills add https://github.com/thbraet/claude-template --skill complete-phase
Please help me install this Agent Skill. Skill: complete-phase Source: https://github.com/thbraet/claude-template/tree/main/skills/complete-phase Command: npx skills add https://github.com/thbraet/claude-template --skill complete-phase
CRISP-DM phase transitions can stall when artifacts, documentation, notebooks, and cross-phase references are incomplete. This skill provides a deterministic phase gate that validates all required inputs and updates the phase tracker accordingly.
Invoke /complete-phase with a phase number (1-6) to run the completion gate and update the phase tracker.
High-intent search queries and answers about installing and using this skill.
To validate CRISP-DM phase completeness, you can run a phase gate check that verifies required artifacts, documented objectives, data preparation notebooks, and cross-phase references exist before allowing project advancement.
When required data understanding outputs are missing during a phase gate, the process fails the check, surfaces specific remediation steps to address the documentation gaps, and prevents the phase tracker from updating to Complete.
You can track phase transitions by invoking the completion gate with a phase number from 1 to 6, which validates phase-specific artifacts and automatically updates the phase tracker to Complete when all checks pass.
Yes, passing a phase gate requires specific notebooks and cross-phase references to prior artifacts, such as Phase 1 objectives and Phase 2 data descriptions, ensuring documented continuity across the data mining lifecycle.
The best way to enforce document completeness for data preparation artifacts is using a deterministic phase gate that checks for the presence of required inputs and generates a gate report detailing any missing items.
A limitation of automating phase gate checks is that while it validates the presence of cross-phase references and notebooks, it requires all prior phase artifacts to be explicitly documented to successfully update the tracker.
thbraetDocument data acquisition and initial inventories for CRISP-DM workflows.
DTMC-marketplacePlan and execute Machine Learning projects using CRISP-DM, TDSP, and MLOps templates.
Sheldon-92Coordinate GitHub awesome-list discovery and notebook research workflows.
TaylorHustonValidate idea documentation structure and phase-appropriate artifact readiness.
