Practice
Summarize daily missions, XP, streaks, tool practice, and workflow lab activity.
// weekly AI skill movement, daily mission history, manager nudges, and credential progress
$ report --weekly="skill_growth"
AIducation turns daily practice into a weekly skill report for learners, managers, and teams: readiness movement, streaks, XP, weakest skills, tool evidence, workflow proof, and next coaching actions.
Weekly skill report engine
15
Role reports
72
Avg score
45
Missions
60
Skill moves
[+] AIducation for Support keeps weekly skill movement visible during the first pilot.
// Weekly_report_loop
Weekly reports keep readiness from becoming a one-time course event. They connect learner practice to manager coaching and exportable evidence.
Measure
Show readiness score movement, weakest skill atoms, trend, and target gap.
Coach
Turn report signals into learner next actions and manager nudges.
Export
Deliver the report to dashboards, Slack or Teams, email, and enterprise APIs.
// Role_weekly_reports
Each report combines score movement, activity, skill atoms, mission evidence, manager nudges, credential progress, and export payload fields.
Week 1 readiness pulse
Support Weekly AI Skill Report
74
+8
5 days
Verify before promising a refundup
Support scenario drill
Ask for missing account evidenceflat
Close the most important support skill gaps before live AI use expands.
Escalate when policy authority is unclearup
Turn billing escalations and refunds into a reusable AI workflow with verification built in.
Week 2 readiness pulse
Sales Weekly AI Skill Report
71
+6
4 days
Ground outreach in credible researchup
Sales scenario drill
Translate features into buyer painflat
Close the most important sales skill gaps before live AI use expands.
Keep AI copy concise and humanup
Turn prospect research and account briefs into a reusable AI workflow with verification built in.
Week 3 readiness pulse
Marketing Weekly AI Skill Report
67
+5
5 days
Turn features into customer benefitsup
Marketing scenario drill
Preserve brand voice in AI outputflat
Close the most important marketing skill gaps before live AI use expands.
Diagnose weak AI copyup
Turn product launch copy into a reusable AI workflow with verification built in.
Week 4 readiness pulse
HR Weekly AI Skill Report
77
+4
6 days
Avoid bias in AI-assisted HR workup
HR scenario drill
Protect sensitive employee dataflat
Close the most important hr skill gaps before live AI use expands.
Make policy language clear and fairup
Turn policy drafting and explanation into a reusable AI workflow with verification built in.
Week 5 readiness pulse
Finance Weekly AI Skill Report
73
+3
3 days
Check calculations before sendingup
Finance scenario drill
Separate variance signal from noiseflat
Close the most important finance skill gaps before live AI use expands.
Flag policy concerns diplomaticallyup
Turn expense review and policy checks into a reusable AI workflow with verification built in.
Week 6 readiness pulse
Engineering Weekly AI Skill Report
72
+7
4 days
Verify AI suggestions against code pathsup
Engineering scenario drill
Identify behavioral risks in generated codeflat
Close the most important engineering skill gaps before live AI use expands.
Ask coding agents bounded questionsup
Turn ai-assisted code review into a reusable AI workflow with verification built in.
Week 7 readiness pulse
Product Weekly AI Skill Report
72
+6
5 days
Turn vague AI output into testable requirementsup
Product scenario drill
Preserve nuance in research synthesisflat
Close the most important product skill gaps before live AI use expands.
Add metrics and guardrailsup
Turn prd review and requirement tightening into a reusable AI workflow with verification built in.
Week 8 readiness pulse
Executives Weekly AI Skill Report
78
+5
6 days
Separate AI hype from operational valueup
Executives scenario drill
Identify adoption risk by departmentflat
Close the most important executives skill gaps before live AI use expands.
Set governance without blocking useful workup
Turn ai strategy and governance into a reusable AI workflow with verification built in.
Week 9 readiness pulse
Operations Weekly AI Skill Report
68
+4
3 days
Turn messy process notes into usable SOPsup
Operations scenario drill
Spot automation risk before launchflat
Close the most important operations skill gaps before live AI use expands.
Verify operational metricsup
Turn sop generation and review into a reusable AI workflow with verification built in.
// Report_payload
The weekly report gives learners a concrete next step and gives managers a short, exportable pulse on AI readiness drift.
Send weekly reports through evidence exportsTool practice
- [+] Support scenario drill
- [+] Support workflow lab
- [+] ChatGPT role mission
Delivery channels
- [+] Learner dashboard
- [+] Manager coaching report
- [+] Slack or Teams digest
- [+] Email progress summary
- [+] Enterprise reporting API
Export payload
- [+] role
- [+] currentScore
- [+] scoreLift
- [+] missionsCompleted
- [+] streakDays
- [+] weakestSkillAtoms
- [+] managerNudges
- [+] credentialEligibility