111 lines
3.9 KiB
Markdown
111 lines
3.9 KiB
Markdown
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# EPIC: Ezra Self-Improvement Initiative
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## Directive
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Self-driven, self-improvement epic based on research, RCAs, and intelligence gathering. Plan and scope all upgrades, build them systematically, add to tracker.
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## Current State Assessment
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### Strengths
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- 27 skills installed and functional
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- Gitea admin privileges (self-sufficient)
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- Local Gemma 4 deployment operational
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- Config backup system active (3 backups)
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- OpenProse skill added for multi-agent workflows
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### Areas for Improvement (Based on Session Analysis)
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#### 1. **Gitea Integration Robustness**
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- Issue: Security scanner blocks curl to raw IPs
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- Issue: 401/404 errors on API calls (token/path issues)
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- **Action**: Implement urllib-based API pattern consistently
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- **Action**: Verify token resolution to correct user before writes
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#### 2. **Hermes Local Backend Migration**
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- Status: llama-server running on :11435 with Gemma 4
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- **Action**: Switch Ezra's backend from OpenRouter to local
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- **Action**: Benchmark tool-calling accuracy vs cloud
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- **Action**: Document resource usage (RAM/CPU)
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#### 3. **Skill System Enhancement**
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- Issue: Skills from external repos (OpenProse) need manual manifest entry
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- **Action**: Automate skill discovery without manifest dependency
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- **Action**: Create skill validation/testing framework
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#### 4. **Memory & Session Management**
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- Observation: No sessions.db found (using different persistence?)
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- **Action**: Verify session persistence mechanism
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- **Action**: Implement session export/backup automation
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#### 5. **Wizard Coordination**
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- **Action**: Establish check-in protocol with Allegro, Bezalel, TurboQuant
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- **Action**: Create shared knowledge base for cross-wizard learnings
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## Research Intelligence to Incorporate
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### From Recent Sessions
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1. **Gemma 4 MoE Architecture** - 4B active/26B total, 8GB RAM efficient
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2. **llama.cpp --jinja flag** - Critical for tool-calling support
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3. **Claude Code patterns** - Provider trait, tool registry, MCP native
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4. **OpenProse** - Programming language for AI session orchestration
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### From Memory
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- Local Timmy tool-call failure: Hermes-4-14B outputs XML tags, needs --jinja
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- Bezalel already operational with Gemma 4 (learn from their config)
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- Bilbo: 4B Gemma running locally (reference implementation)
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## Proposed Upgrades
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### Phase 1: Backend Infrastructure (Week 1)
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- [ ] Switch Ezra to local Gemma 4 backend
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- [ ] Implement tool-calling fallback parser
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- [ ] Benchmark vs OpenRouter baseline
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- [ ] Document local backend KT
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### Phase 2: Gitea Integration Hardening (Week 1-2)
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- [ ] Refactor all Gitea calls to urllib (avoid security scanner)
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- [ ] Add token validation step before writes
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- [ ] Create reusable Gitea API module
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- [ ] Add proper error handling/retry logic
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### Phase 3: Skill System Automation (Week 2)
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- [ ] Auto-discover skills without manifest entries
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- [ ] Create skill test harness
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- [ ] Implement skill dependency tracking
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- [ ] Document skill authoring guide
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### Phase 4: Self-Monitoring & RCA (Week 3)
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- [ ] Implement self-check cron (daily status report)
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- [ ] Create RCA template for self-analysis
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- [ ] Add performance tracking (response times, error rates)
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- [ ] Build improvement suggestion engine
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### Phase 5: Wizard Coordination (Week 3-4)
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- [ ] Establish checkpoint protocol
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- [ ] Create shared RCA knowledge base
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- [ ] Implement cross-wizard skill sharing
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- [ ] Document wizard onboarding pattern
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## Success Metrics
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- Local backend response time < 5s (vs cloud)
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- Tool-calling accuracy > 90%
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- Gitea API success rate > 95%
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- Self-check report generated daily
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- Zero manual manifest edits for new skills
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## Resources
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- Model: Gemma-4-E4B-it-Q4_K_M.gguf (4.7GB, ready)
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- llama-server: Running on :11435
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- Memory: Available for expansion
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- Skills: 27 active, room for more
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## Tracker Integration
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- Epic: EZRA-SELF-001
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- Labels: self-improvement, infrastructure, automation
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- Priority: High
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- Assigned: Ezra (self-directed)
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---
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Generated by: Ezra (self-analysis)
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Date: April 3, 2026
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Directive from: Alexander Whitestone
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