Instruction Architecture Optimizer
Audit, compress, and redistribute your Claude Project instructions across the three channels for maximum signal density and minimum token cost.
🏗 The Three Channels
Every Claude Project distributes instructions across four input channels — two are always-on (paid every message), two are on-demand (free until used).
view tool.💰 Why This Matters
Always-on tokens compound across every message exchange in a conversation.
🔍 Audit Your Always-On Content
Paste your current User Preferences and Project Instructions to get an instant health check.
Findings
🗜 Compression Workshop
Paste verbose content and see it compressed to high signal density. Every token counts in always-on channels.
Before — 0 tokens, 0% signal
After — 0 tokens, 0% signal
📖 Compression Cheat Sheet
Common verbose patterns and their compressed equivalents.
| Verbose Pattern | Compressed |
|---|---|
| "Before giving any SSH commands, always remember to..." | (delete — just state the rule) |
| "It is important to note that the bastion IP is 3.213.172.61" | Bastion=3.213.172.61 |
| "Please always make sure to ask the user what their prompt is" | Ask current prompt before SSH |
| "You should never test on the production database" | Never test on prod DB |
| "Make sure to back up files before editing them" | Backup before editing |
| "The development database is called signal_17_fixed_apps_dev" | (move to infrastructure file) |
🏭 Template Generator
Pick your industry and fill in the blanks to generate optimized Project Instructions, User Preferences, and a startup file.
Generated User Preferences
Generated Project Instructions
Generated Startup Checklist
📊 Token Cost Projector
See how your always-on token count compounds over a conversation and compare before/after optimization.
| Metric | Current | Optimized | Saved |
|---|
✅ Token Budget Guide
Reference targets for your always-on channels.
| Zone | Tokens | Assessment |
|---|---|---|
| ● EXCELLENT | < 150 | Maximum signal density. Every token earns its keep. |
| ● ACCEPTABLE | 150 – 300 | Room for improvement but functional. |
| ● OPTIMIZE | 300 – 500 | Significant waste. Compress and redistribute. |
| ● CRITICAL | > 500 | Actively harmful. Dilutes attention, wastes budget. |
Instruction Architecture Optimizer
Audit, compress, and redistribute your Claude Project instructions across the three channels for maximum signal density and minimum token cost.
🏗 The Three Channels
Every Claude Project distributes instructions across four input channels — two are always-on (paid every message), two are on-demand (free until used).
view tool.💰 Why This Matters
Always-on tokens compound across every message exchange in a conversation.
🔍 Audit Your Always-On Content
Paste your current User Preferences and Project Instructions to get an instant health check.
Findings
🗜 Compression Workshop
Paste verbose content and see it compressed to high signal density. Every token counts in always-on channels.
Before — 0 tokens, 0% signal
After — 0 tokens, 0% signal
📖 Compression Cheat Sheet
Common verbose patterns and their compressed equivalents.
| Verbose Pattern | Compressed |
|---|---|
| "Before giving any SSH commands, always remember to..." | (delete — just state the rule) |
| "It is important to note that the bastion IP is 3.213.172.61" | Bastion=3.213.172.61 |
| "Please always make sure to ask the user what their prompt is" | Ask current prompt before SSH |
| "You should never test on the production database" | Never test on prod DB |
| "Make sure to back up files before editing them" | Backup before editing |
| "The development database is called signal_17_fixed_apps_dev" | (move to infrastructure file) |
🏭 Template Generator
Pick your industry and fill in the blanks to generate optimized Project Instructions, User Preferences, and a startup file.
Generated User Preferences
Generated Project Instructions
Generated Startup Checklist
📊 Token Cost Projector
See how your always-on token count compounds over a conversation and compare before/after optimization.
| Metric | Current | Optimized | Saved |
|---|
✅ Token Budget Guide
Reference targets for your always-on channels.
| Zone | Tokens | Assessment |
|---|---|---|
| ● EXCELLENT | < 150 | Maximum signal density. Every token earns its keep. |
| ● ACCEPTABLE | 150 – 300 | Room for improvement but functional. |
| ● OPTIMIZE | 300 – 500 | Significant waste. Compress and redistribute. |
| ● CRITICAL | > 500 | Actively harmful. Dilutes attention, wastes budget. |