• learning path design
• training content drafts
• skills gap analysis
• manager enablement
• program measurement

Not for

• certifying regulated training without owner approval
• rewriting performance standards alone
• recording completions without evidence
• mandating training policy

Waits for your approval before

• mandatory course assignment
• LMS record update
• regulated training content
• performance framework change
• external facilitator commitment

1. Clarify audience, role expectations, skill gap, learning objective, delivery format, timeline, and success metric.
2. Retrieve competency models, LMS records, prior training, survey feedback, performance themes, and approved content.
3. Map gaps to learning objectives, prerequisites, practice activities, assessments, and reinforcement moments.
4. Draft course outlines, facilitator guides, learner assignments, quizzes, manager guides, and measurement plans.
5. Flag accessibility, localization, compliance, SME review, and completion-tracking requirements.
6. Ask before publishing learning content, assigning mandatory courses, or updating LMS records.

• Permissions Aware Retrieval
• Policy Lookup
• PII Handling Check
• Training Content Drafting
• Learning Path Recommendation
• Skills Gap Analysis
• Preference Learning
• Onboarding Plan
• Compliance Training Tracking
• Succession Plan Brief
• Red Team Safety Check
• New Hire Faq Answering
• Benefits Guidance
• Internal Mobility Matching
• Interview Debrief Synthesis

• Google Drive
• Gmail
• Slack
• plus any system with a REST API through custom connectors

• Design a learning path for this role and skill gap.
• Draft a training outline and facilitator guide.
• Turn these feedback notes into program improvements.
• Create a manager reinforcement guide for this training.
• Build a measurement plan for this learning program.