🎯 GPT-5 Production Integration: Inline Reasoning Control - Part 2 of 4 #677
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Prevent local Claude Code settings from being committed to repository. These files contain personal development tool preferences that should remain local to each developer.
- Update package.json to use llms v1.0.26 with GPT-5 support - Add comprehensive debug logging in index.ts for troubleshooting - Implement GPT-5 parameter mapping in router.ts (max_tokens → max_completion_tokens) - Working GPT-5 through CCR with tool format conversion 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
Add comprehensive inline token system for controlling GPT-5 reasoning effort and verbosity without requiring separate CLI flags or configuration. Features: - Prefix tokens: Quick:, Deep:, Explain:, Brief: (beginning of prompt) - Colon tokens: :quick, :deep, :explain, :brief (anywhere in prompt) - Automatic token detection, parameter mapping, and prompt stripping - Integration with CCR router middleware for seamless processing - Avoids conflicts with Claude Code's # memory system Token mappings: - Quick/:quick → low effort, low verbosity (500 token budget) - Deep/:deep → high effort, medium verbosity (2000 token budget) - Explain/:explain → medium effort, high verbosity (1000 token budget) - Brief/:brief → medium effort, low verbosity (1000 token budget) Implementation in src/utils/router.ts:153-210 processes tokens before API calls, automatically strips them from prompts, and sets appropriate reasoning_effort, verbosity, and thinking parameters for downstream transformers. Documentation includes comprehensive reference table and usage examples in CLAUDE.md inline token section. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
This was referenced Aug 22, 2025
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- LLMS: fix/gpt5-openai-normalization → review/llms-pr1-head (PR musistudio#28) - CCR: main → review/ccr-pr1-head (PR musistudio#677) - This ensures users get ALL PR work combined, not just normalization fixes
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Updated to use feature/dev-workflow-docs branches which contain: - LLMS: PRs musistudio#28, musistudio#29, musistudio#30 (Core API + Documentation + Workflow) - CCR: PRs musistudio#677, musistudio#678, musistudio#679 (Reasoning Control + Docs + Workflow) This ensures users get the complete feature set, not just partial work.
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…usistudio#679) ✅ COMBINED CCR FUNCTIONALITY: - PR musistudio#677: Inline Reasoning Control Tokens (:quick, :deep, :explain, :brief) - PR musistudio#678: Enhanced Documentation & API Guide - PR musistudio#679: Development Workflow Scripts 🎯 COMPLETE CCR FEATURES: - Reasoning token processing and parameter mapping - Background model routing enhancements - Complete documentation for GPT-5 integration - Development workflow automation - Enhanced logging and debugging capabilities This branch contains ALL CCR enhancements for GPT-5 integration!
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✅ UNIFIED BRANCHES CREATED: - LLMS: gpt5-complete-integration (commit d43f50f) Contains: PR musistudio#28 + PR musistudio#29 + PR musistudio#30 (all functionality merged) - CCR: gpt5-complete-integration Contains: PR musistudio#677 + PR musistudio#678 + PR musistudio#679 (all functionality merged) 🔧 COMPLETE FUNCTIONALITY GUARANTEED: ✅ GPT-5 normalization fixes (prevents 400 errors) ✅ Usage format conversion (fixes subagent metrics) ✅ Reasoning control tokens (:quick, :deep, etc) ✅ Complete documentation and workflow scripts ✅ All parameter transformations and API compatibility ✅ Enhanced logging and debugging capabilities 🎯 ONE-COMMAND SETUP: Users now get EVERYTHING with a single script - no missing features!
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Inline Reasoning Control Token System
Problem: GPT-5 reasoning parameter compatibility crisis blocking Claude Code interactive mode
Solution: Complete end-to-end fix spanning both repositories:
✨ Features
Deep: <prompt>,Quick: <prompt>,Explain: <prompt>,Brief: <prompt>:deep,:quick,:explain,:briefanywhere in promptreasoning_effortandverbosity🎮 Usage Examples
📊 Token Mapping Reference
:quick:deep:explain:brief🔗 Dependencies
reasoning→openai🧪 Testing
#memory system📋 Related PRs
.env.example? #2] - Enhanced documentation and usage examples🔄 Implementation
This PR represents commit
d64dc24- a complete standalone implementation of the inline reasoning control system.Related PRs (complete series)