init: SR System — Helpdesk & ITAM Portal

2026-06-02 13:50:39 +09:00
commit 832c9f096f
262 changed files with 30470 additions and 0 deletions
@@ -0,0 +1,90 @@
+# Context Caching Optimization Specification
+
+## 1. Prompt Structure (Strict)
+Prompts MUST follow this sequence:
+
+### [A. STATIC REGION] - Top (Always Cached)
+1. System Persona & Rules (e.g., .geminirules)
+2. Background Knowledge (API specs, architecture, DB schema)
+3. Output Format Definitions
+
+### [B. DYNAMIC REGION] - Bottom (Cache Boundary)
+1. Variable Parameters (Current Time, Session Metadata)
+2. User Request / Query
+
+## 2. Token Compression
+- Data Flattening: Use Markdown tables, CSV, or JSON instead of prose
+- Metadata Sanitization: Remove code comments, redundant empty lines, duplicate spacing, and non-essential tracking properties
+
+## 3. Session Controls
+- History Truncation: Do not concatenate raw dialog turns (invalidates cache)
+- Checkpoint Aggregation: Summarize history at checkpoints; cache summary, flush raw turns
+- Request Batching: Align multi-agent tasks within same TTL cycles for Cache Hit ratio
+
+# Agentic Coding Workflow - Model Orchestration
+
+Role-based model dispatching strategy for rate limit optimization.
+
+## 1. Agent Architecture
+4-layer workflow routing by context size, reasoning difficulty, speed, and remaining quota:
+
+- Layer 1. Architect Agent (Design / Bug Tracking)
+  Models: DeepSeek V4 Pro, Qwen3.6 Plus (Sub: GLM-5.1)
+  Role: Requirements analysis and structural design specification
+
+- Layer 2. Repository Context Agent (Large-scale Source Analysis)
+  Models: MiMo-V2.5-Pro, Kimi K2.6
+  Role: Long context codebase analysis and task splitting
+
+- Layer 3. Worker Agent (Code Generation / Boilerplate)
+  Models: Qwen3.5 Plus, MiniMax M2.7
+  Role: Business logic and function-level implementation
+
+- Layer 4. Inspector Agent (Compile/Lint Error Self-Correction)
+  Models: DeepSeek V4 Flash
+  Role: Build monitoring, syntax error fix, output format validation
+
+## 2. Layer Routing & Limits
+
+| Layer | Models | Hourly | Weekly | Primary Tasks |
+|---|---|---|---|---|
+| Architect | DeepSeek V4 Pro, Qwen3.6 Plus, GLM-5.1 | 3450, 3300, 880 | 8550, 8200, 2150 | Domain modeling, DB schema, complex debugging. GLM-5.1: approval only |
+| Context Manager | MiMo-V2.5-Pro, Kimi K2.6 | 1290, 1150 | 3225, 2880 | Long context analysis, legacy refactoring scope, API doc ingestion |
+| Worker | Qwen3.5 Plus, MiniMax M2.7 | 10200, 3400 | 25200, 8500 | Unit function impl, API binding, DTO/Entity boilerplate, unit tests |
+| Inspector | DeepSeek V4 Flash | 31650 | 79050 | Compile/lint error fix, output validation, self-correction loop |
+
+## 3. Implementation Guide
+
+```python
+architect_llm = CustomLLM("deepseek-v4-pro")
+context_llm = CustomLLM("mimo-v2.5-pro")
+worker_llm = CustomLLM("qwen-3.5-plus")
+inspector_llm = CustomLLM("deepseek-v4-flash")
+
+architect = Agent(role="Software Architect", llm=architect_llm)
+code_worker = Agent(role="Senior Backend Developer", llm=worker_llm)
+linter_inspector = Agent(role="QA & Code Inspector", llm=inspector_llm)
+```
+
+## 4. Operational Rules
+
+1. DeepSeek V4 Flash Firewall
+   - Typos, semicolons, import errors: NEVER escalate to higher models
+   - Minimum 3 self-correction loops must resolve within Flash (31650/hr)
+
+2. GLM-5.1 Escalation Threshold
+   - 880/hr limit is tight. Exclude from default pipeline
+   - Use only as last-resort fallback after 3+ failures from other models
+
+3. Context Split for Token Savings
+   - After MiMo/Kimi scans full repo, extract only needed snippets for Qwen3.5 Plus
+
+4. MiniMax Surge Switching
+   - During boilerplate/test code surges, temporarily route Worker from Qwen3.5 Plus to MiniMax M2.5 (6300/hr) or M2.7 to prevent weekly/monthly lock
+
+## 5. Development Docs
+1. Base docs: ./docs/
+2. Real-time dev logs: ./work_logs/
+3. New session: check ./work_logs/work_log_*.md to resume
+4. Milestone complete: use /graphify to map milestone relationships
+5. Design elements: ./premium_enterprise/DESIGN.md