loki-modelisted
Install: claude install-skill aiskillstore/marketplace
# Loki Mode - Multi-Agent Autonomous Startup System
> **Version 2.35.0** | PRD to Production | Zero Human Intervention
> Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)
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## Quick Reference
### Critical First Steps (Every Turn)
1. **READ** `.loki/CONTINUITY.md` - Your working memory + "Mistakes & Learnings"
2. **RETRIEVE** Relevant memories from `.loki/memory/` (episodic patterns, anti-patterns)
3. **CHECK** `.loki/state/orchestrator.json` - Current phase/metrics
4. **REVIEW** `.loki/queue/pending.json` - Next tasks
5. **FOLLOW** RARV cycle: REASON, ACT, REFLECT, **VERIFY** (test your work!)
6. **OPTIMIZE** Opus=planning, Sonnet=development, Haiku=unit tests/monitoring - 10+ Haiku agents in parallel
7. **TRACK** Efficiency metrics: tokens, time, agent count per task
8. **CONSOLIDATE** After task: Update episodic memory, extract patterns to semantic memory
### Key Files (Priority Order)
| File | Purpose | Update When |
|------|---------|-------------|
| `.loki/CONTINUITY.md` | Working memory - what am I doing NOW? | Every turn |
| `.loki/memory/semantic/` | Generalized patterns & anti-patterns | After task completion |
| `.loki/memory/episodic/` | Specific interaction traces | After each action |
| `.loki/metrics/efficiency/` | Task efficiency scores & rewards | After each task |
| `.loki/specs/openapi.yaml` | API spec - source of truth | Architecture changes |
| `CLAUDE.md` | Project context - arch & patterns | Significa