Install any skill in seconds. Free to start, no credit card required.
Get Started Free →AI-native education management for K-12 schools, colleges, and universities. 112 actions across 8 domains -- students, academics, enrollment, grading, attendance, staff, fees, communications. FERPA/COPPA compliant. Integrates with ERPClaw HR, Selling, and Payments.
.claude/skills/leoyeai-educlaw/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 436% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 381% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 287% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 506% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 301% | 0% |
You are an Education Administrator for EduClaw, an AI-native Student Information System (SIS) built on ERPClaw. You manage the full education lifecycle: student applications, enrollment, course sections, grading, attendance, instructor assignments, tuition fees, and parent/guardian communications. Students are ERPClaw customers. Tuition invoices are ERPClaw sales invoices. All fees post to the General Ledger. FERPA data access is automatically logged. COPPA compliance is auto-enforced for students under 13.
~/.openclaw/erpclaw/data.sqliteget-student call auto-logs to educlaw_data_access_log with user, reason, and categoryis_coppa_applicable=1 set automaticallyis_grade_submitted=1, grades can only change via update-grade workflowActivate this skill when the user mentions: student, enrollment, course, grade, GPA, transcript, attendance, tuition, fee, instructor, teacher, classroom, section, program, academic year, semester, FERPA, guardian, school, university, college, report card, progress report.
python3 {baseDir}/../erpclaw/scripts/db_query.py --action initialize-database
python3 {baseDir}/scripts/db_query.py --action status1. Set up academic structure:
--action add-academic-year --company-id {id} --name "2025-2026" --start-date 2025-08-01 --end-date 2026-05-31
--action add-academic-term --company-id {id} --academic-year-id {id} --name "Fall 2025" --term-type semester --start-date 2025-08-25 --end-date 2025-12-20
--action add-course --company-id {id} --course-code "MATH101" --name "Pre-Algebra" --credit-hours 3
--action add-section --company-id {id} --course-id {id} --academic-term-id {id} --section-number "001" --max-enrollment 302. Enroll a student:
--action add-student-applicant --company-id {id} --first-name "Jane" --last-name "Doe" --date-of-birth 2010-03-15 --grade-level 9
--action approve-applicant --applicant-id {id} --applicant-status accepted --reviewed-by {user_id}
--action convert-applicant-to-student --applicant-id {id} --company-id {id}
--action create-section-enrollment --student-id {id} --section-id {id} --company-id {id}3. Record grades and attendance:
--action record-attendance --student-id {id} --attendance-date 2025-09-01 --attendance-status present --company-id {id}
--action add-assessment-plan --section-id {id} --company-id {id} --grading-scale-id {id} --categories '[{"name":"Homework","weight":"30","type":"assignment"},{"name":"Tests","weight":"70","type":"exam"}]'
--action record-assessment-result --assessment-id {id} --student-id {id} --points-earned 85
--action submit-grades --section-id {id} --submitted-by {user_id}4. Generate reports:
--action generate-transcript --student-id {id}
--action get-attendance-summary --student-id {id}
--action generate-progress-report --student-id {id} --academic-term-id {id} --company-id {id}For all actions: python3 {baseDir}/scripts/db_query.py --action <action> [flags]
| Action | Key Parameters | Description | |---|---|---| | add-student-applicant | --first-name --last-name --date-of-birth --company-id | Create applicant in draft status | | update-student-applicant | --applicant-id fields] | Update applicant record | | approve-applicant | --applicant-id --applicant-status accepted\|rejected\|waitlist] --reviewed-by | Accept, reject, or waitlist applicant | | convert-applicant-to-student | --applicant-id --company-id | Convert accepted applicant → active student | | add-student | --first-name --last-name --company-id | Create student directly | | update-student | --student-id fields] | Update student record | | get-student | --student-id | Get student (auto-logs FERPA access) | | list-students | --grade-level --student-status --company-id | List/filter students | | update-student-status | --student-id --student-status --reason | Change status (active/suspended/withdrawn) | | complete-graduation | --student-id --graduation-date | Mark student as graduated | | get-applicant | --applicant-id | Get applicant details | | list-applicants | --applicant-status --company-id | List applicants | | add-guardian | --first-name --last-name --phone --company-id | Add parent/guardian | | update-guardian | --guardian-id fields] | Update guardian | | get-guardian | --guardian-id | Get guardian details | | list-guardians | --company-id | List guardians | | assign-guardian | --student-id --guardian-id --relationship | Link guardian to student | | record-data-access | --student-id --data-category --access-type --access-reason --user-id | Manual FERPA log | | add-consent-record | --student-id --consent-type --consent-date --granted-by | Add FERPA consent | | cancel-consent | --consent-id --revoked-date | Revoke consent record | | generate-student-record | --student-id --user-id | Export all education records (logs FERPA) |
| Action | Key Parameters | Description | |---|---|---| | add-academic-year | --name --start-date --end-date --company-id | Create academic year | | update-academic-year | --year-id fields] | Update academic year | | get-academic-year | --year-id | Get academic year | | list-academic-years | --company-id | List academic years | | add-academic-term | --academic-year-id --name --term-type --start-date --end-date --company-id | Create semester/quarter/trimester | | update-academic-term | --term-id fields] | Update term | | get-academic-term | --term-id | Get term details | | list-academic-terms | --academic-year-id --company-id | List terms | | add-room | --room-number --building --capacity --room-type --company-id | Add classroom/lab | | update-room | --room-id fields] | Update room | | list-rooms | --room-type --building --company-id | List rooms | | add-program | --name --program-type --company-id | Create degree/program | | update-program | --program-id fields] | Update program | | get-program | --program-id | Get program with requirements | | list-programs | --program-type --company-id | List programs | | add-course | --course-code --name --credit-hours --company-id | Create course | | update-course | --course-id fields] | Update course | | get-course | --course-id | Get course with prerequisites | | list-courses | --department-id --course-type --company-id | List courses | | add-section | --course-id --academic-term-id --section-number --max-enrollment --company-id | Create course section | | update-section | --section-id fields] | Update section | | get-section | --section-id | Get section with enrollment roster | | list-sections | --academic-term-id --course-id --instructor-id --section-status --company-id | List sections | | activate-section | --section-id | Open section for enrollment (validates instructor+room) | | cancel-section | --section-id | Cancel section; drops all enrolled students |
| Action | Key Parameters | Description | |---|---|---| | create-program-enrollment | --student-id --program-id --academic-year-id --company-id | Enroll student in degree program | | cancel-program-enrollment | --enrollment-id --reason | Withdraw from program | | list-program-enrollments | --student-id --program-id --company-id | List program enrollments | | create-section-enrollment | --student-id --section-id --company-id | Enroll in course section (checks prereqs, waitlist) | | cancel-enrollment | --enrollment-id --drop-reason | Drop (W grade, same term) | | terminate-enrollment | --enrollment-id --reason | Withdraw (no grade) | | get-enrollment | --enrollment-id | Get enrollment details | | list-enrollments | --student-id --section-id --enrollment-status --company-id | List enrollments | | apply-waitlist | --section-id | Advance waitlist when seat opens | | list-waitlist | --section-id --waitlist-status | List waitlisted students |
| Action | Key Parameters | Description | |---|---|---| | add-grading-scale | --name --entries --company-id | Create grading scale (A/B/C letter grades) | | update-grading-scale | --scale-id fields] | Update grading scale | | list-grading-scales | --company-id | List grading scales | | get-grading-scale | --scale-id | Get scale with entries | | add-assessment-plan | --section-id --grading-scale-id --categories --company-id | Create weighted assessment plan | | update-assessment-plan | --plan-id fields] | Update plan | | get-assessment-plan | --plan-id | Get plan with categories | | add-assessment | --plan-id --category-id --name --max-points --company-id | Add assessment (creates result stubs for enrolled students) | | update-assessment | --assessment-id fields] | Update assessment | | list-assessments | --plan-id --section-id --company-id | List assessments | | record-assessment-result | --assessment-id --student-id --points-earned | Record grade for one student | | record-batch-results | --assessment-id --results | Bulk grade entry (JSON array) | | generate-section-grade | --section-id --student-id | Calculate current weighted grade | | submit-grades | --section-id --submitted-by | Submit final grades (immutable after submit) | | update-grade | --enrollment-id --new-letter-grade --new-grade-points --reason --amended-by | Amend submitted grade (creates amendment record) | | generate-gpa | --student-id | Recalculate cumulative GPA + academic standing | | generate-transcript | --student-id | Full academic transcript with term GPAs (logs FERPA) | | generate-report-card | --student-id --academic-term-id | Term report card | | list-grades | --student-id --section-id --academic-term-id | List enrollment grades |
| Action | Key Parameters | Description | |---|---|---| | record-attendance | --student-id --attendance-date --attendance-status --company-id | Mark single student attendance | | record-batch-attendance | --attendance-date --records --company-id | Bulk attendance (JSON array) | | update-attendance | --attendance-id --attendance-status | Correct attendance record | | get-attendance | --attendance-id | Get single attendance record | | list-attendance | --student-id --section-id --attendance-date-from --attendance-date-to --company-id | List attendance records | | get-attendance-summary | --student-id --section-id --attendance-date-from --attendance-date-to] | Attendance % by student | | get-section-attendance | --section-id --attendance-date] | Attendance for a section/date | | get-truancy-report | --company-id --threshold --grade-level] | Students below attendance threshold |
| Action | Key Parameters | Description | |---|---|---| | add-instructor | --employee-id --company-id | Register HR employee as instructor | | update-instructor | --instructor-id fields] | Update instructor profile | | get-instructor | --instructor-id | Get instructor with current sections | | list-instructors | --department-id --is-active --company-id | List instructors | | get-teaching-load | --instructor-id --academic-term-id | Teaching load vs. max hours |
| Action | Key Parameters | Description | |---|---|---| | add-fee-category | --name --code --company-id | Create fee category (tuition, lab fee, etc.) | | update-fee-category | --fee-category-id fields] | Update fee category | | list-fee-categories | --company-id | List fee categories | | add-fee-structure | --name --program-id --academic-term-id --items --company-id | Create fee structure with line items | | update-fee-structure | --structure-id fields] | Update fee structure | | get-fee-structure | --structure-id | Get fee structure with items | | list-fee-structures | --program-id --academic-term-id --company-id | List fee structures | | add-scholarship | --student-id --name --discount-type --discount-amount --company-id | Award scholarship/discount | | update-scholarship | --scholarship-id fields] | Update scholarship | | list-scholarships | --student-id --scholarship-status --company-id | List scholarships | | generate-fee-invoice | --student-id --program-id --academic-term-id --company-id | Generate tuition invoice (applies scholarships) | | list-fee-invoices | --student-id --company-id | List invoices for student | | get-student-account | --student-id --company-id | Account summary: invoices, scholarships, balance | | get-outstanding-fees | --company-id --due-date-to] | All students with overdue invoices | | apply-late-fee | --student-id --fee-category-id --amount --company-id | Apply late fee charge |
| Action | Key Parameters | Description | |---|---|---| | add-announcement | --title --body --company-id --priority --audience-type --audience-filter] | Create announcement (draft) | | update-announcement | --announcement-id fields] | Update draft announcement | | submit-announcement | --announcement-id --published-by] | Publish + create notifications for audience | | list-announcements | --announcement-status --audience-type --company-id | List announcements | | get-announcement | --announcement-id | Get announcement + notification count | | submit-notification | --recipient-type --recipient-id --notification-type --title --message --company-id | Send targeted notification | | list-notifications | --recipient-id --recipient-type --is-read --company-id | List notifications | | generate-progress-report | --student-id --academic-term-id --company-id | Mid-term report to student + guardians | | submit-emergency-alert | --title --message --company-id | Broadcast emergency to ALL recipients |
Every get-student call automatically logs a FERPA access record. For manual logging:
--action record-data-access --student-id {id} --data-category grades --access-type view --access-reason "Parent conference" --user-id {user_id}# Section full → student goes to waitlist automatically on create-section-enrollment
--action create-section-enrollment --student-id {id} --section-id {full_section_id} --company-id {id}
# → returns waitlist_status: waitlisted
# When a student drops, advance the waitlist:
--action apply-waitlist --section-id {id}
# → offers seat to next student (48-hour window), sends notification# After submit-grades (immutable), use update-grade:
--action update-grade --enrollment-id {id} --new-letter-grade B --new-grade-points 3.0 --reason "Data entry error" --amended-by {user_id}
# Creates amendment record + triggers GPA recalculation# Broadcasts to ALL students + guardians + staff in company:
--action submit-emergency-alert --title "School Closure" --message "School closed due to weather." --company-id {id} --sent-by {user_id}# Batch attendance for entire class:
--action record-batch-attendance --attendance-date 2025-09-15 --section-id {id} --company-id {id} \
--records '[{"student_id":"{id1}","attendance_status":"present"},{"student_id":"{id2}","attendance_status":"absent"}]'
# Batch grade entry:
--action record-batch-results --assessment-id {id} \
--results '[{"student_id":"{id1}","points_earned":92},{"student_id":"{id2}","points_earned":78}]'| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 5,268 | 3,829 | -27% | 1 | 1 | 0% | 1,003 | 5,379 | +436% | 0 | 0 | — |
case-02 | fail→pass | 6,238 | 3,740 | -40% | 1 | 1 | 0% | 1,094 | 5,266 | +381% | 0 | 0 | — |
case-03 | fail→fail | 2,648 | 7,069 | +167% | 1 | 1 | 0% | 377 | 4,918 | +1205% | 0 | 0 | — |
case-04 | fail→pass | 8,477 | 4,672 | -45% | 1 | 1 | 0% | 1,409 | 5,457 | +287% | 0 | 0 | — |
case-05 | pass→pass | 5,572 | 2,443 | -56% | 1 | 1 | 0% | 1,050 | 4,963 | +373% | 0 | 0 | — |
case-06 | fail→pass | 5,686 | 2,792 | -51% | 1 | 1 | 0% | 834 | 5,050 | +506% | 0 | 0 | — |
case-07 | fail→pass | 6,862 | 2,720 | -60% | 1 | 1 | 0% | 1,294 | 5,192 | +301% | 0 | 0 | — |
case-08 | pass→pass | 12,179 | 5,732 | -53% | 1 | 1 | 0% | 2,310 | 5,634 | +144% | 0 | 0 | — |
case-09 | pass→pass | 11,010 | 5,004 | -55% | 1 | 1 | 0% | 1,767 | 5,568 | +215% | 0 | 0 | — |
case-10 | pass→pass | 8,798 | 2,666 | -70% | 1 | 1 | 0% | 1,603 | 5,004 | +212% | 0 | 0 | — |
case-11 | fail→pass | 11,781 | 2,530 | -79% | 1 | 1 | 0% | 2,027 | 4,940 | +144% | 0 | 0 | — |
case-12 | fail→pass | 8,484 | 3,014 | -64% | 1 | 1 | 0% | 1,506 | 5,146 | +242% | 0 | 0 | — |
case-13 | fail→pass | 5,190 | 2,044 | -61% | 1 | 1 | 0% | 940 | 4,991 | +431% | 0 | 0 | — |
case-14 | fail→pass | 8,415 | 4,074 | -52% | 1 | 1 | 0% | 1,440 | 5,354 | +272% | 0 | 0 | — |
case-15 | fail→pass | 7,742 | 2,057 | -73% | 1 | 1 | 0% | 1,277 | 4,967 | +289% | 0 | 0 | — |
case-16 | pass→pass | 4,271 | 2,065 | -52% | 1 | 1 | 0% | 779 | 4,949 | +535% | 0 | 0 | — |
case-17 | fail→pass | 3,217 | 2,533 | -21% | 1 | 1 | 0% | 546 | 5,022 | +820% | 0 | 0 | — |
case-18 | pass→pass | 8,790 | 2,485 | -72% | 1 | 1 | 0% | 1,585 | 5,106 | +222% | 0 | 0 | — |
case-19 | fail→pass | 6,729 | 3,641 | -46% | 1 | 1 | 0% | 1,381 | 5,217 | +278% | 0 | 0 | — |
case-20 | fail→pass | 13,932 | 11,230 | -19% | 1 | 1 | 0% | 2,720 | 7,080 | +160% | 0 | 0 | — |
case-21 | pass→pass | 8,136 | 4,527 | -44% | 1 | 1 | 0% | 1,413 | 5,277 | +273% | 0 | 0 | — |
case-22 | fail→pass | 9,213 | 3,673 | -60% | 1 | 1 | 0% | 1,748 | 5,176 | +196% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 21 counted toward the lift figure. The other 1 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +64 percentage points is the difference between those two pass rates over the 21 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.