All course materials

Choose your class for student activities, slides, evidence files, templates and instructor preparation. These are public teaching materials; recordings and learner records are not part of this library.

Classes

Course guides

Academy project instructionsAGENTS.md
Same standard, different projects — mappings and reviewer calibrationAIQAA_CALIBRATION.md
Optional private review consistency checkerAIQAA_DECISION_TOOL.md
AIQAA project rubric — one standard, different productsAIQAA_RUBRIC.md
Current AI Workflow PlaybooksAI_WORKFLOW_PLAYBOOKS.md
Labalicious identityBRAND.md
Capability baseline and update recordCAPABILITY_BASELINE.md
ContributingCONTRIBUTING.md
CopyrightCOPYRIGHT.md
Product Studio — build something you want to existCOURSE_PROJECT.md
Two achievements: course completion and AIQAA certificationCREDENTIALS.md
Worked example: Shift GardenEXAMPLE_PROJECT.md
Learning experience improvementsIMPROVEMENT_ROADMAP.md
Instructor GuideINSTRUCTOR_GUIDE.md
Lab help — one step at a timeLAB_HELP.md
Run the academyLAB_SETUP.md
Get unstuck without losing the learningLEARNER_SUPPORT.md
Teaching design and pilot planLEARNING_DESIGN.md
My learning path — your private course companionLEARNING_PATH.md
Mac, Linux and Windows lab guidePLATFORM_GUIDE.md
Your product, your repository, a professional workflowPROJECT_GITHUB.md
Twenty starting points for your Product StudioPROJECT_IDEAS.md
Public release scopePUBLICATION.md
Labalicious AcademyREADME.md
Join a Labalicious cohortSIGNUP.md
Small models, serious work, modest budgetSMALL_MODEL_GUIDE.md
Submit, review and improve your workSUBMISSIONS.md

Evidence and sample files

fixtures/aiqaa-criteria.jsonfixtures/aiqaa-criteria.json
Approved classroom requirementsfixtures/allocation-requirements.md
Local authorization request collectionfixtures/authorization-requests.md
fixtures/budget.csvfixtures/budget.csv
Optional simulator practice cards — investigate and explainfixtures/capstone-cards.md
Evidence packet for Lesson 1fixtures/claim-packet.md
Synthetic operations thread — no connection to Discordfixtures/discord-thread.md
fixtures/github-issues.jsonfixtures/github-issues.json
fixtures/inquiries.csvfixtures/inquiries.csv
Event-processing case cardsfixtures/integration-cases.md
fixtures/mock-model-outputs.jsonfixtures/mock-model-outputs.json
fixtures/model-cases.jsonfixtures/model-cases.json
Model evaluation protocolfixtures/model-evaluation-protocol.md
Release exercise — fictional evidence, reveal one round at a timefixtures/release-rounds.md
fixtures/setup-example.mjsfixtures/setup-example.mjs
Synthetic source comparison exercisefixtures/source-register.md

Templates

AI Task Brieftemplates/ai-task-brief.md
Labalicious Certifiedtemplates/aiqaa-certificate.md
AIQAA certification review — private instructor recordtemplates/aiqaa-certification-review.md
Criterion evidence worksheet — private instructor usetemplates/aiqaa-evidence-review.md
Certificate of Course Completiontemplates/course-completion-certificate.md
Evidence Packettemplates/evidence-packet.md
Model / Tool Evaluation Cardtemplates/model-evaluation-card.md
My project assessment agreementtemplates/project-assessment-agreement.md
Product milestone — Session NNtemplates/project-milestone.md
templates/project-progress.csvtemplates/project-progress.csv
Product proposal — present before Session 02 kickofftemplates/project-proposal.md
Product review — useful feedback, no pointstemplates/project-review.md
My product showcasetemplates/project-showcase.md
Release Recommendationtemplates/release-recommendation.md
Test Chartertemplates/test-charter.md

Public instructor resources

Session 01 teaching guideinstructor/01-teaching-guide.md
Lesson 02 — Instructor demo: trace Send inquiry updateinstructor/02-instructor-demo.md
Instructor answer key — use during debriefinstructor/ANSWER_KEY.md
instructor/model-labels.jsoninstructor/model-labels.json