ms-participant-profile

Create and maintain a cross-program participant profile with frontmatter and privacy rules.

1|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/cless75/2026-03-Leadership-AI --skill ms-participant-profile
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ms-participant-profile
Source: https://github.com/cless75/2026-03-Leadership-AI/tree/main/.cursor/skills/ms-participant-profile
Command: npx skills add https://github.com/cless75/2026-03-Leadership-AI --skill ms-participant-profile

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables learners and leaders to maintain a single, portable profile that travels across programs (504, 458-STA, 514-MIPT, 522-EMBA-PS and others), ensuring continuity, accountability, and a coherent learning trajectory.

Core Features & Use Cases

  • Cross-program profile: keeps participant identity, goals, and progress aligned across modules.
  • Diagnostic-ready: supports Initial Intake, Quick Refresh, Mid-Course Diagnostic, and Full Synthesis with templates and versioning.
  • Privacy-preserving: replaces third-party names with roles in external reports.
  • Use Case: a participant starts at 504 and, after moving through programs, has a unified ms-profile.md that tracks evolution and is ready for synthesis.

Quick Start

Begin by initiating an Initial Intake to create your ms-profile.md, select a storage location for the profile, and answer the 10 measurement prompts to start your cross-program journey.

Frequently Asked Questions about ms-participant-profile

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I keep a participant profile in sync across multiple learning programs?

To keep a participant profile in sync across programs, you maintain a portable profile file that enforces frontmatter requirements and tracks learner goals, identity, and progress. This unified profile travels with the learner across modules to ensure a coherent trajectory.

Can I preserve participant privacy when generating cross-program synthesis reports?

You preserve participant privacy in cross-program synthesis reports by applying privacy rules that replace third-party names with generic roles. This ensures external reports remain compliant while retaining the participant's unified learning trajectory.

How do I create an initial participant intake profile for program tracking?

You create an initial participant intake profile by initiating the intake process, selecting a storage location for the profile file, and answering the 10 measurement prompts. This starts the cross-program tracking journey and establishes the baseline profile.

Does the cross-program profile support mid-course diagnostics and quick refreshes?

The cross-program profile supports mid-course diagnostics and quick refreshes by utilizing versioned templates. It handles Initial Intake, Quick Refresh, Mid-Course Diagnostic, and Full Synthesis workflows to track participant evolution accurately.

What is the best way to maintain a unified learning trajectory across programs like 504 and 514-MIPT?

The best way to maintain a unified learning trajectory across programs like 504 and 514-MIPT is using a single, portable profile file. This profile enforces frontmatter requirements and integrates with session-link and diagnostic workflows for continuity.

Why does my participant profile require specific frontmatter for cross-program tracking?

Your participant profile requires specific frontmatter for cross-program tracking to enforce continuity and accountability across programs. The frontmatter requirements ensure the profile integrates correctly with session-link and diagnostic workflows while maintaining privacy rules.