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refactor: Remove all hard claims, metrics, and numeric targets
Comprehensive update to remove specific performance claims and replace with qualitative descriptions: - Replace percentage claims (65%, 70%, 99.9%) with descriptive terms - Convert time metrics (<2s, <30s) to categories (fast, moderate) - Transform numeric thresholds to guidelines - Update token budgets to usage levels (minimal, moderate, extensive) - Soften reliability/uptime promises - Maintain functionality while providing more honest representation Changes across 17 files ensure consistent, claim-free documentation while preserving the framework's usefulness and clarity. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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@@ -61,43 +61,43 @@ Success_Rate_Monitoring:
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```yaml
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Command_Benchmarks:
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Simple_Commands:
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read_file: "<2s, <200 tokens"
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edit_file: "<3s, <300 tokens"
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analyze_single_file: "<5s, <500 tokens"
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git_status: "<3s, <100 tokens"
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read_file: "fast, minimal tokens"
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edit_file: "fast, minimal tokens"
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analyze_single_file: "fast, minimal tokens"
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git_status: "fast, minimal tokens"
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Medium_Commands:
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build_component: "<30s, <2000 tokens"
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test_execution: "<45s, <1500 tokens"
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security_scan: "<60s, <3000 tokens"
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analyze_multiple_files: "<45s, <2500 tokens"
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build_component: "moderate duration, moderate tokens"
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test_execution: "moderate duration, moderate tokens"
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security_scan: "moderate duration, moderate tokens"
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analyze_multiple_files: "moderate duration, moderate tokens"
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Complex_Commands:
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full_codebase_analysis: "<120s, <5000 tokens"
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architecture_design: "<180s, <8000 tokens"
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comprehensive_security_audit: "<300s, <10000 tokens"
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full_codebase_analysis: "extended duration, extensive tokens"
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architecture_design: "extended duration, extensive tokens"
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comprehensive_security_audit: "extended duration, extensive tokens"
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MCP_Server_Performance:
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Context7: "<5s response, 100-2000 tokens typical"
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Sequential: "<30s analysis, 500-10000 tokens typical"
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Magic: "<10s generation, 500-2000 tokens typical"
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Puppeteer: "<15s operation, minimal tokens"
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Context7: "fast response, minimal to moderate tokens typical"
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Sequential: "moderate analysis time, moderate to extensive tokens typical"
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Magic: "fast generation, moderate tokens typical"
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Puppeteer: "fast operation, minimal tokens"
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Performance_Thresholds:
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Time_Limits:
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Yellow_Warning: ">30s operations → Consider alternatives"
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Red_Alert: ">60s → Force timeout, explain delay, offer cancellation"
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Critical: ">120s → Immediate intervention required"
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Yellow_Warning: "Extended operations → Consider alternatives"
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Red_Alert: "Very long operations → Force timeout, explain delay, offer cancellation"
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Critical: "Excessive duration → Immediate intervention required"
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Token_Limits:
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Moderate_Usage: ">2K tokens single op → Simplify approach"
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High_Usage: ">5K session → Suggest /compact mode"
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Critical_Usage: ">10K → Force optimization"
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Moderate_Usage: "High token usage single op → Simplify approach"
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High_Usage: "Very high session usage → Suggest /compact mode"
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Critical_Usage: "Excessive usage → Force optimization"
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Error_Patterns:
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Concern_Level: "3+ retries same operation → Switch strategy"
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Concern_Level: "Multiple retries same operation → Switch strategy"
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Critical_Level: "Repeated failures → Escalate to manual approach"
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System_Issue: "5+ consecutive failures → System health check"
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System_Issue: "Many consecutive failures → System health check"
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```
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## Adaptive Optimization Strategies
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@@ -105,7 +105,7 @@ Performance_Thresholds:
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```yaml
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Real_Time_Performance_Optimization:
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Slow_Operations_Response:
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Detection: "Operations exceeding 30s threshold"
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Detection: "Operations exceeding moderate duration threshold"
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Immediate_Actions:
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- Switch to faster tools (rg vs grep, parallel processing)
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- Reduce operation scope (specific files vs full scan)
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@@ -113,7 +113,7 @@ Real_Time_Performance_Optimization:
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- Break large operations into smaller chunks
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High_Token_Usage_Response:
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Detection: ">70% context or >5K tokens in single operation"
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Detection: "High context usage or extensive tokens in single operation"
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Immediate_Actions:
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- Auto-suggest UltraCompressed mode (--uc)
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- Cache repeated content and use references
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@@ -122,7 +122,7 @@ Real_Time_Performance_Optimization:
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Error_Pattern_Response:
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Repeated_Failures:
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Detection: "3+ failures of same operation type"
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Detection: "Multiple failures of same operation type"
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Actions:
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- Switch to alternative tool/approach
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- Adjust strategy based on error type
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@@ -165,7 +165,7 @@ When_Errors_Occur:
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```yaml
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Data_Collection:
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Lightweight_Tracking:
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Performance_Impact: "<1% overhead on operations"
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Performance_Impact: "Minimal overhead on operations"
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Background_Collection: "No user interruption during monitoring"
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Privacy_Preserving: "Local storage only, no external transmission"
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User_Configurable: "Can be disabled via settings"
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