911d362ba2
Optimize for Claude Agent SDK: Memory, context, and model selection
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## Memory & Context Optimizations
### agent.py
- MAX_CONTEXT_MESSAGES: 10 → 20 (better conversation coherence)
- MEMORY_RESPONSE_PREVIEW_LENGTH: 200 → 500 (richer memory storage)
- MAX_CONVERSATION_HISTORY: 50 → 100 (longer session continuity)
- search_hybrid max_results: 2 → 5 (better memory recall)
- System prompt: Now mentions tool count and flat-rate subscription
- Memory format: Changed "User (username)/Agent" to "username/Garvis"
### llm_interface.py
- Added claude_agent_sdk model (Sonnet) to defaults
- Mode-based model selection:
* Agent SDK → Sonnet (best quality, flat-rate)
* Direct API → Haiku (cheapest, pay-per-token)
- Updated logging to show active model
## SOUL.md Rewrite
- Added Garvis identity (name, email, role)
- Listed all 17 tools (was missing 12 tools)
- Added "Critical Behaviors" section
- Emphasized flat-rate subscription benefits
- Clear instructions to always check user profiles
## Benefits
With flat-rate Agent SDK:
- ✅ Use Sonnet for better reasoning (was Haiku)
- ✅ 2x context messages (10 → 20)
- ✅ 2.5x memory results (2 → 5)
- ✅ 2.5x richer memory previews (200 → 500 chars)
- ✅ Bot knows its name and all capabilities
- ✅ Zero marginal cost for thoroughness
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-02-15 10:22:23 -07:00
a8665d8c72
Refactor: Clean up obsolete files and organize codebase structure
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This commit removes deprecated modules and reorganizes code into logical directories:
Deleted files (superseded by newer systems):
- claude_code_server.py (replaced by agent-sdk direct integration)
- heartbeat.py (superseded by scheduled_tasks.py)
- pulse_brain.py (unused in production)
- config/pulse_brain_config.py (obsolete config)
Created directory structure:
- examples/ (7 example files: example_*.py, demo_*.py)
- tests/ (5 test files: test_*.py)
Updated imports:
- agent.py: Removed heartbeat module and all enable_heartbeat logic
- bot_runner.py: Removed heartbeat parameter from Agent initialization
- llm_interface.py: Updated deprecated claude_code_server message
Preserved essential files:
- hooks.py (for future use)
- adapters/skill_integration.py (for future use)
- All Google integration tools (Gmail, Calendar, Contacts)
- GLM provider code (backward compatibility)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-02-15 09:57:39 -07:00
f018800d94
Implement self-healing system Phase 1: Error capture and logging
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- Add SelfHealingSystem with error observation infrastructure
- Capture errors with full context: type, message, stack trace, intent, inputs
- Log to MEMORY.md with deduplication (max 3 attempts per error signature)
- Integrate error capture in agent, tools, runtime, and scheduler
- Non-invasive: preserves all existing error handling behavior
- Foundation for future diagnosis and auto-fixing capabilities
Phase 1 of 4-phase rollout - observation only, no auto-fixing yet.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-02-14 18:03:42 -07:00
8afff96bb5
Add API usage tracking and dynamic task reloading
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Features:
- Usage tracking system (usage_tracker.py)
- Tracks input/output tokens per API call
- Calculates costs with support for cache pricing
- Stores data in usage_data.json (gitignored)
- Integrated into llm_interface.py
- Dynamic task scheduler reloading
- Auto-detects YAML changes every 60s
- No restart needed for new tasks
- reload_tasks() method for manual refresh
- Example cost tracking scheduled task
- Daily API usage report
- Budget tracking ($5/month target)
- Disabled by default in scheduled_tasks.yaml
Improvements:
- Fixed tool_use/tool_result pair splitting bug (CRITICAL)
- Added thread safety to agent.chat()
- Fixed N+1 query problem in hybrid search
- Optimized database batch queries
- Added conversation history pruning (50 messages max)
Updated .gitignore:
- Exclude user profiles (memory_workspace/users/*.md)
- Exclude usage data (usage_data.json)
- Exclude vector index (vectors.usearch)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-02-13 23:38:44 -07:00
a99799bf3d
Initial commit: Ajarbot with optimizations
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Features:
- Multi-platform bot (Slack, Telegram)
- Memory system with SQLite FTS
- Tool use capabilities (file ops, commands)
- Scheduled tasks system
- Dynamic model switching (/sonnet, /haiku)
- Prompt caching for cost optimization
Optimizations:
- Default to Haiku 4.5 (12x cheaper)
- Reduced context: 3 messages, 2 memory results
- Optimized SOUL.md (48% smaller)
- Automatic caching when using Sonnet (90% savings)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-02-13 19:06:28 -07:00
