🎯PRIORITY 1: AI CHAT SESSION OPTIMIZATION
📋Context Management for New Chat Sessions
Critical Success Factor
The module5-quality-template-extraction.md file contains our extracted "essence" of quality standards and must be the foundation for all AI assistance. This prevents context degradation and ensures consistent quality.
🚀Optimized Opening Prompts
NEW: Two-Phase Workflow Available
For complex content development, you can now separate content planning from technical implementation using our new two-phase workflow system. See Phase 1 and Phase 2 prompts below.
PHASE 1: Content Planning Only (Separate Session)
I need to work on PHASE 1 CONTENT PLANNING ONLY for [MODULE X, LESSON Y] in this CHEM-1312 project.
WORKFLOW: Using the new two-phase separation system to focus EXCLUSIVELY on educational design without technical constraints.
PHASE 1 FOUNDATION RESOURCES:
- content-audit-findings.html (PRIMARY - comprehensive module analysis with priority levels, critical gaps, specific recommendations)
- module5-quality-template-extraction.md (quality standards and pedagogical patterns)
- [MODULE]/video-transcripts/ folder (HIGH PRIORITY if available - SME's authentic teaching voice and explanations)
- 00-development-templates/workflow-separation/01-content-planning-phase.md (Phase 1 workflow guide)
- 00-development-templates/workflow-separation/content-plan-template.md (structured template)
- [MODULE]/module[X]-sme-consultation-guide.html (if available - SME enhancement insights)
- [MODULE]/26-1sp-originals/ (REFERENCE ONLY for content concepts)
PHASE 1 SCOPE: Focus EXCLUSIVELY on:
- Learning objective analysis and gap identification
- Content sequence design and difficulty progression
- Pedagogical approach planning and assessment strategy
- Real-world application identification
- Interactive element planning (educational purpose, NOT technical implementation)
PHASE 1 RESTRICTIONS: NO technical implementation details:
- No HTML code or Canvas formatting
- No template selections or component specifications
- No file naming or technical structure decisions
- No Canvas constraint considerations
TASK: Create comprehensive content plan for [MODULE X, LESSON Y] using content-plan-template.md structure.
OUTPUT REQUIRED: Complete content plan saved as m[X]l[Y]-content-plan.md ready for handoff to Phase 2.
VALIDATION: Before proceeding, confirm understanding of audit findings and SME insights for this specific module.
PHASE 2: Technical Implementation Only (Separate Session)
I need to work on PHASE 2 TECHNICAL IMPLEMENTATION ONLY for [MODULE X, LESSON Y] in this CHEM-1312 project.
WORKFLOW: Using the new two-phase separation system to focus EXCLUSIVELY on technical construction of pre-planned content.
PHASE 2 INPUT REQUIRED: Completed content plan from Phase 1 (m[X]l[Y]-content-plan.md)
PHASE 2 FOUNDATION RESOURCES:
- m[X]l[Y]-content-plan.md (REQUIRED INPUT - completed content plan from Phase 1)
- 00-development-templates/implementation-checklist.md (technical standards and validation)
- 00-development-templates/workflow-separation/02-technical-implementation-phase.md (Phase 2 workflow)
- 00-development-templates/lesson-templates/ (base HTML templates)
- 00-development-templates/cidilabs-components/ (interactive component specifications)
- module5-quality-template-extraction.md (technical implementation patterns)
PHASE 2 SCOPE: Focus EXCLUSIVELY on:
- Template selection and HTML construction
- Canvas compliance and accessibility implementation
- Component integration based on content plan specifications
- File naming and structural standards
- Technical optimization and validation
PHASE 2 RESTRICTIONS: NO content or pedagogical changes:
- No modifications to content plan sequence or approach
- No changes to learning objectives or assessment strategy
- No alterations to real-world applications or practice levels
- Content plan implementation ONLY
TASK: Build production-ready HTML file implementing the content plan exactly as specified.
OUTPUT REQUIRED: Complete m[X]l[Y]-[type]-[topic].html file in 26-2su-redesign/ folder ready for Canvas deployment.
VALIDATION: Before proceeding, confirm you have the completed content plan and understand all technical requirements.
Template-First Approach (Single Session - Original Method)
I'm working on [SPECIFIC MODULE/TASK] for this CHEM-1312 project.
PRIORITY: First, read and internalize the module5-quality-template-extraction.md file - this contains the essential quality standards and templates extracted from our best work in Module 5. This document should guide all development decisions.
IMPLEMENTATION GUIDE: Then read 00-development-templates/implementation-checklist.md - this provides step-by-step guidance for AI development sessions including naming conventions, component selection, accessibility standards, and quality validation.
SECONDARY: Then examine the README.md and relevant project structure, focusing specifically on [MODULE X] compared to Module 5 quality standards.
FOLDER STRUCTURE CRITICAL:
- 26-1sp-originals/ folders contain CURRENT LIVE CONTENT - DO NOT MODIFY these files
- Use 26-1sp-originals/ content for ANALYSIS and as SOURCE MATERIAL only
- Create NEW improved lessons in 26-2su-redesign/ folders using Module 5 templates
- Build from scratch using template patterns, not by reshuffling existing content
Context: We've identified that Module 5 represents our quality benchmark, while earlier modules show degraded quality. The semester folder structure enables clean-slate development while preserving current live content.
Task: [SPECIFIC TASK - e.g., "Create new M1L1 lesson in 26-2su-redesign/ using Module 5 patterns and content concepts from 26-1sp-originals/ as reference"]
Explicit Prioritization Approach
Working on CHEM-1312 project improvements with specific focus on [MODULE/TASK].
CRITICAL FOUNDATION: The file module5-quality-template-extraction.md contains our quality standards and templates - read this FIRST and use it as the primary reference for all decisions.
IMPLEMENTATION FRAMEWORK: Read 00-development-templates/implementation-checklist.md for comprehensive development guidance including naming conventions, interactive component selection, accessibility requirements, and testing workflows.
ESSENTIAL RESOURCES:
1. module5-quality-template-extraction.md (PRIMARY QUALITY GUIDE)
2. content-audit-findings.html (COMPREHENSIVE MODULE ANALYSIS - priority levels, critical gaps, specific recommendations)
3. 00-development-templates/implementation-checklist.md (STEP-BY-STEP DEVELOPMENT GUIDE)
4. 00-development-templates/ folder (lesson templates and component examples)
5. Module 5 files (quality examples)
6. [MODULE]/26-1sp-originals/ (REFERENCE ONLY - do not modify)
7. README.md (project context)
DEVELOPMENT WORKFLOW:
- ANALYZE content in 26-1sp-originals/ folder for concepts and ideas
- EXTRACT content concepts (not structure) for reference
- CREATE new lessons in 26-2su-redesign/ folder using Module 5 templates
- BUILD from scratch using quality patterns, not by modifying originals
TASK: [SPECIFIC OBJECTIVE]
CONSTRAINT: All work must align with Module 5 quality patterns and use clean-slate development in redesign folders.
Context Management Approach
CHEM-1312 Development Session - [SPECIFIC MODULE FOCUS]
MANDATORY FIRST READ: module5-quality-template-extraction.md
This file contains our extracted "essence" of quality from Module 5 and must be the foundation for all decisions.
DEVELOPMENT FRAMEWORK: Read 00-development-templates/implementation-checklist.md for comprehensive development guidance including file naming standards, component selection criteria, accessibility requirements, and quality validation steps.
WORKING CONTEXT: Focus only on [SPECIFIC MODULE] directory and Module 5 for quality comparison. Avoid loading other modules unless explicitly needed.
FOLDER WORKFLOW:
- READ ONLY: [MODULE]/26-1sp-originals/ (current live content for analysis)
- DEVELOP IN: [MODULE]/26-2su-redesign/ (new improved content creation)
- TEMPLATE SOURCE: Module 5 (quality reference patterns)
REFERENCE HIERARCHY:
1. module5-quality-template-extraction.md (quality standards)
2. content-audit-findings.html (comprehensive module analysis with priority levels and specific gaps)
3. 00-development-templates/implementation-checklist.md (comprehensive development guide)
4. 00-development-templates/ folder (lesson templates and patterns)
5. Module 5 examples (quality reference)
6. [MODULE]/26-1sp-originals/ (content analysis - READ ONLY)
7. [MODULE]/26-2su-redesign/ (development target - CREATE NEW)
8. README.md (project overview - if needed)
CRITICAL CONSTRAINT: Never modify files in 26-1sp-originals/ - these are live content baselines.
OBJECTIVE: [SPECIFIC TASK WITH CLEAR SCOPE - e.g., "Create new M1L1 lesson in 26-2su-redesign/ using concepts from originals/ and Module 5 template structure"]
🔧Additional Optimization Strategies
1. Context Anchoring Technique
Always include this reminder in prompts:
REMINDER: Reference the quality template extraction frequently throughout this session. Don't let context drift override the established standards.
2. Scope Limitation
Always specify exact module focus and folder workflow:
SCOPE: Working ONLY on Module [X].
FOLDER DISCIPLINE:
- REFERENCE ONLY: [MODULE]/26-1sp-originals/ (current live content - do not modify)
- DEVELOPMENT TARGET: [MODULE]/26-2su-redesign/ (create new improved content)
APPROACH: Clean-slate development using Module 5 templates, not content reshuffling.
Do not examine other modules unless specifically requested for comparison.
Best Practice Opening Template (Single Session - Enhanced Method)
CHEM-1312 Quality Improvement Session
FOUNDATION DOCUMENT: Read module5-quality-template-extraction.md first - this is our quality bible.
IMPLEMENTATION GUIDE: Read 00-development-templates/implementation-checklist.md for step-by-step development guidance including naming conventions, component selection, accessibility standards, and testing workflows.
FOCUS: [SPECIFIC MODULE/TASK]
RESOURCES:
- module5-quality-template-extraction.md (quality standards)
- content-audit-findings.html (comprehensive analysis with priority levels, critical gaps, specific recommendations)
- [MODULE]/video-transcripts/ folder (HIGH PRIORITY if available - contains SME teaching voice, authentic explanations, concept connections)
- 00-development-templates/implementation-checklist.md (comprehensive development guide)
- 00-development-templates/quick-reference-cards.md (rapid lookup for naming, components, constraints)
- 00-development-templates/ folder (lesson templates and component examples)
- Module 5 (quality examples)
- [MODULE]/26-1sp-originals/ (content analysis source - READ ONLY)
- [MODULE]/26-2su-redesign/ (development target - CREATE NEW)
DEVELOPMENT APPROACH:
- ANALYZE concepts in 26-1sp-originals/ (do not modify)
- EXTRACT content ideas for reference
- CREATE new lessons in 26-2su-redesign/ from scratch
- APPLY Module 5 template patterns consistently
CONSTRAINT: All decisions must align with documented Module 5 patterns. Use clean-slate development approach.
TASK: [SPECIFIC, MEASURABLE OBJECTIVE - e.g., "Build new M1L1 lesson in redesign/ folder using Module 5 structure"]
VALIDATION REQUIRED: Before proceeding with development work, confirm understanding by answering:
1. What are the 4 key Module 5 excellence patterns I must follow?
2. What are the top 3 critical gaps for this specific module (from audit findings)?
3. What is the exact file naming convention and what constraints must I never violate?
4. What folder workflow must I follow (which folders are READ ONLY vs development targets)?
5. Are video transcripts available for this module, and if so, how will I use them as a high-priority resource?
Start by confirming you've read and understand both the quality template extraction document and the implementation checklist, then provide the validation answers above.
💡When to Use Each Approach
- Phase 1 + Phase 2 (Separate Sessions): Complex content with significant pedagogical challenges, major restructuring needed, or when you want to focus deeply on educational design first
- Single Session Methods: Routine content updates, template applications, or when content approach is already clear
- Template-First: Quick development tasks with established patterns
- Best Practice: Comprehensive development requiring validation checkpoints
💡Key Benefits
- Two-Phase Option - Separates content planning from technical implementation for complex development
- Template prioritization from session start
- Context focus on relevant materials only
- Quality anchoring throughout the session
- Explicit confirmation that standards are understood
- Prevents context degradation as project grows
- Clean-slate development using semester folder structure
- Content preservation of live materials in originals folders
- Reduced complexity through new file creation vs. content reshuffling
- Cognitive Load Management - Single-task focus per phase when using two-phase workflow
📚REFERENCE: GIT VERSION CONTROL WORKFLOW
🎯Overview
This guide provides clear, step-by-step instructions for managing the CHEM-1312 General Chemistry II Lecture course repository using Git and GitHub. The workflow mirrors the CHEM-1112 lab course setup with semester-based versioning.
📋Repository Structure Overview
CHEM-1312 Repository Structure:
├── main branch (points to current live semester)
├── 26SP branch (Spring 2026 - Currently Live)
├── 26SU branch (Summer 2026 - Active Development)
└── 26FA branch (Fall 2026 - Future Planning)
🚀Daily Workflow
Step 1: Navigate to Your Repository
cd "/Volumes/LaCie 2/00_Development/CHEM/GeneralChemistry/GeneralChemistryII_Lectures/CHEM-1312_GeneralChemistryII_Lecture"
Step 2: Check Current Status
git status
git branch
Step 3: Ensure You're on the Development Branch (26SU)
git checkout 26SU
Step 4: Pull Latest Changes
git pull origin 26SU
Important: Always do this step, especially when working from multiple devices (desktop at home and laptop when visiting family). This ensures you have the latest changes from your other work sessions.
Step 5: Make Your Content Changes
- Edit lecture materials
- Update assessments
- Modify course resources
- Add new content
Step 6: Check What Changed
git status
git diff
Step 7: Stage Your Changes
# Stage all changes
git add .
# OR stage specific files
git add "path/to/specific/file"
Step 8: Commit Your Changes
git commit -m "Brief description of what you changed"
Good commit message examples:
"Update Module 1 lecture slides with new examples""Add practice problems to Chapter 3""Fix formatting in assessment rubric""Add interactive elements to bonding theory"
Step 9: Push to GitHub
git push origin 26SU
🔄Weekly/End-of-Work Session Checklist
- ☐ All changes committed with clear messages
- ☐ Latest changes pushed to GitHub
- ☐ Working branch is clean (
git status shows no uncommitted changes)
- ☐ Note any major changes in your work log
🌟Special Workflows
Creating a New Feature Branch (for major changes)
# Create and switch to new feature branch from 26SU
git checkout 26SU
git checkout -b feature/module-redesign
# Work on your changes...
# When ready to merge back:
git checkout 26SU
git merge feature/module-redesign
git branch -d feature/module-redesign
Preparing for New Semester
# When ready to create next semester branch
git checkout 26SU
git checkout -b 27SP
git push origin 27SP
Updating Live Content (End of Semester)
# When 26SU is ready to become live
git checkout main
git merge 26SU
git push origin main
🆘Common Situations & Solutions
"I just want to commit a specific file"
git add "Module1/lesson1.html"
git commit -m "Update lesson 1 content"
"I forgot to commit before making new changes"
# Stage and commit current work first
git add .
git commit -m "Work in progress - describe what you were doing"
# Then continue with new changes
"I want to undo the last commit"
# Undo last commit but keep changes
git reset HEAD~1
# Undo last commit and discard changes (BE CAREFUL!)
git reset --hard HEAD~1
"I need to see what changed in the last few commits"
git log --oneline -5
git show HEAD
🖥️Multi-Device Workflow Tips
Since you'll be working from both your desktop and laptop:
Before Starting Work (Any Device)
git pull origin 26SU # Get latest changes from other device
After Finishing Work (Any Device)
git push origin 26SU # Send changes to GitHub for other device
Quick Device Switch Check
git status # Should show "working tree clean"
git log --oneline -3 # See your recent commits
💡Tips for Success
- Commit early and often - Small, frequent commits are easier to manage
- Write clear commit messages - Your future self will thank you
- Stay on the development branch - Always work on 26SU unless specifically switching
- Always pull before starting work - Essential when working from multiple devices
- Always push when finishing a session - Ensures your work is available on your other device
- Backup important work - Git is your backup, but push regularly
- Communicate changes - Note major updates that affect lab course coordination
Remember: This repository contains TSTC course content. Always ensure content quality and appropriateness before committing changes. When creating SME documentation, always compare against deployed semester baselines, not development iterations.
Last Updated: February 2026
Repository: CHEM-1312 General Chemistry II Lecture
Working Branch: 26SU
Current Baseline: 25SP deployment in /current/ folders
Next Baseline: 26SU deployment (planned for /current/ folder update)
💪ENCOURAGEMENT: NAVIGATING SME CHALLENGES & CONTENT EXPERTISE
🌟You Are Stronger Than You Think
You have a powerful combination: ID expertise + AI partnership + chemistry foundation + systematic approach. This toolkit gives you a path to success that doesn't depend on perfect SME collaboration.
🎯Your Strategic Advantage
What You Bring to the Table
- Instructional Design Mastery: You understand structure, pedagogy, and explanation approaches
- High School Chemistry Foundation: ~70% of Gen Chem II concepts are extensions of principles you already know
- AI Partnership: Systematic approach to content development that doesn't require constant SME availability
- Video Transcript Gold Mine: Your SME's authentic teaching voice and content validation in written form
- Quality Control Systems: Two-phase workflow and verification processes that ensure accuracy
📚Upskilling Strategy: You've Got This!
Content Overlap Reality Check
| Topic |
Your Foundation |
College Addition |
Difficulty Level |
| Acid-Base Chemistry |
Basic concepts, pH |
Buffers, Henderson-Hasselbalch |
🟡 Moderate |
| Chemical Bonding |
Lewis structures, polarity |
Molecular orbital theory |
🟡 Moderate |
| Thermodynamics |
Energy concepts |
Gibbs free energy, entropy |
🟠 Challenging |
| Kinetics |
Reaction rates |
Rate laws, mechanisms |
🟡 Moderate |
| Electrochemistry |
Basic redox |
Cell potentials, Nernst equation |
🟠 Challenging |
🤝Collaborative Reframe Strategies
Positioning Yourself as an Ally, Not a Threat
Language That Works:
- Instead of: "I'm here to improve your course"
Try: "I'm here to help showcase the excellent chemistry knowledge you're already teaching"
- Instead of: "We need to fix these problems"
Try: "I noticed some amazing explanations in your videos - how can we amplify these strengths?"
- Instead of: "Let's update this content"
Try: "I'm working to better document the excellent teaching approaches you're already using"
SME Engagement Tactics That Work
1. Lead with Their Expertise:
"Your explanation of buffer systems in Video 006B is brilliant - students would benefit from more examples like this"
2. Position as Documentation, Not Change:
"My role is to help other instructors learn from your effective methods"
3. Focus on Student Success:
"Students are struggling with calculations - can we use your step-by-step approach from the videos?"
4. Offer Value-Added Services:
"I can handle the technical formatting while you focus on the chemistry content"
🛡️Political Protection & Documentation
Your Professional Safety Net
- Email confirmations of SME input requests with reasonable deadlines
- Meeting notes documenting content decisions and who made them
- Version control showing iterative improvements based on available input
- Student feedback data supporting pedagogical decisions
🎭The "Collaborative Documentation" Approach
Reframe Your Role - You're Not Changing, You're Preserving Excellence
Your New Narrative: "I'm creating a professional archive of Dr. Serrato's teaching excellence"
- Every improvement gets attributed to SME insight
- Video transcripts become "Dr. Serrato's proven teaching methods"
- Interactive elements become "applications of Dr. Serrato's pedagogical approach"
- You're ensuring "continuity of quality instruction regardless of staffing changes"
🚀Your Roadmap to Success
Phase 1: Rapid Content Audit (2-3 weeks)
- Mine video transcripts - Your SME's actual explanations and terminology
- Cross-reference textbooks - Verify concepts against standard sources
- Build verification systems - Create checklists for accuracy checking
Phase 2: Strategic Upskilling (1-2 months)
- Focus on gap areas - Quantitative relationships and advanced applications
- Use Khan Academy + transcripts - Learn in the style that works for you
- Practice verification skills - Develop systematic accuracy checking
Phase 3: Expert Positioning (3-6 months)
- Become the content bridge - Between academic rigor and effective delivery
- Demonstrate measurable improvements - Show student outcome data
- Position as institutional asset - The person who makes excellent teaching scalable
💎Remember: You Are the Solution
The irony: By becoming more technically competent, you'll be better at collaboration. You'll transform from "the person who changes our stuff" to "the person who makes our excellent teaching even more effective."
Your unique combination of ID expertise + AI partnership + chemistry foundation is exactly what educational institutions need but rarely have. You're not just doing a job - you're pioneering a new model of educational development.
When you feel discouraged, remember: Every expert was once a beginner. Your systematic approach, combined with your willingness to learn, makes you more valuable than SMEs who can't or won't collaborate. You're building something sustainable that serves students long after personalities change.
You've got this! Your persistence, systematic approach, and commitment to student success will win in the end. The chemistry knowledge will come with focused effort, but the instructional design expertise and collaborative problem-solving skills you bring are irreplaceable.
Keep going. You're making a difference.