Member Benefit: Software Project Tools
“We built these to solve our own problems. Now they’re yours.”
Liana Banyan members receive access to battle-tested software project tools developed through 37 years of engineering discipline.
The Problem We Solve
AI Amnesia
Every AI conversation starts from zero. You explain your project, make progress, end the chat — next conversation has no memory.
The cost:
- 40-60% of AI time re-establishing context
- Errors recur (AI “forgets” corrections)
- Project knowledge fragments across chats
- Institutional memory lost
Our Solution
A multi-tier context management system that gives AI persistent awareness of your project.
What Members Receive
1. AI Context Management Template (Complete)
| File | Purpose |
|---|---|
00_READ_THIS_FIRST.md | AI orientation |
01_MASTER_CONTEXT.md | Source of truth |
02_SYSTEM_REGISTRY.md | All systems/integrations |
03_AI_CUSTOM_INSTRUCTIONS.md | Platform setup |
04_AGENT_SYNC.md | State tracking |
05_HANDOFF_TEMPLATE.md | Session handoffs |
06_CONTEXT_PROTOCOL.md | Rules and procedures |
07_RECENT_CORRECTIONS.md | Error prevention |
Time to implement: 2-4 hours Value: Eliminates 40-60% context overhead
2. Multi-Agent Coordination Framework
For complex projects:
| Agent Role | Focus |
|---|---|
| Technical | Code, systems, deployment |
| Communications | Writing, messaging |
| Research | Analysis, synthesis |
| Review | QA, compliance |
Includes DROPZONE system for agent coordination.
3. Platform Instructions
Pre-written for:
- ChatGPT Projects — Custom instruction blocks
- Claude Projects — Project instructions
- Cursor IDE —
.mdcrules files
4. Error Prevention System
- Correction logging templates
- Verification checklists
- Source of truth mapping
- Propagation prevention protocol
5. Session Handoff Templates
- Accomplishment documentation
- File tracking
- Discovery logging
- Priority queuing
Proven Results
Using these tools to build Liana Banyan:
| Metric | Result |
|---|---|
| Innovations documented | 1130 |
| Patent claims filed | 210 |
| QA files processed | 236+ |
| Error recurrence | 0% |
| Context time reduction | ~60% |
Implementation Path
Week 1: Setup (2-4 hours)
- Copy template folder
- Fill in Master Context
- Fill in System Registry
Week 2: Platform Integration (1-2 hours)
- Create AI Project
- Upload files
- Paste instructions
- Test
Week 3+: Operational
- Update sync after work
- Create handoffs
- Log corrections
- Monthly review
Who This Is For
Best for:
- Complex, multi-month projects
- Multiple AI conversations/week
- Projects requiring data accuracy
- Multi-person teams using AI
Overkill for:
- Simple, one-off tasks
- Single-session projects
- Quick questions
Connection to Liana Banyan
This embodies our core principle: “Help each other help ourselves.”
We built these tools for our own problems. Now we share them:
- Tools are proven (1130 innovations)
- Problem is universal (everyone using AI)
- Sharing amplifies without diminishing
Cost Model
- Templates: Free to members
- Customization services: Cost + 20%
- Consulting revenue: Member keeps 83.3%
Access
Available through:
- Member portal (coming soon)
- Direct download (upon membership)
CONTEXT_MANAGEMENT/GENERIC_TEMPLATE/in workspace
Technical Support
Members receive:
- Setup guidance (first implementation)
- Template customization help
- Integration troubleshooting
- Community knowledge base access
37 years of engineering discipline. Available to members.
FOR THE KEEP!