Files
clawd/memory/kb/tools/session-initialization.md
Echo b8edd0aa70 Optimizări cost 97%: session initialization, model routing, prompt caching
- Session Initialization Rule: Load ONLY SOUL.md, USER.md, IDENTITY.md, memory/YYYY-MM-DD.md
  * Skip MEMORY.md, session history on startup (load on-demand via memory_search)
  * Result: 50KB → 8KB context = 80% token savings

- Model Routing: Haiku default, Sonnet/Opus for complex reasoning only
  * Haiku: routine tasks, memory searches (/bin/bash.00025/1K tokens)
  * Sonnet/Opus: architecture, security, complex debugging

- Prompt Caching enabled for Sonnet + Opus (90% discount on reused content)
  * TTL: 5m cache window
  * Static files (SOUL.md, USER.md) cached automatically
  * Savings: 5KB prompt = $0.015 → $0.0015 per reused call

- Rate Limits: 5s between API calls, 10s between searches, max 5 searches/batch
- Budgets: $5/day warning @ 75%, $200/month warning @ 75%

Gateway config (~/.openclaw/clawdbot.json):
  * agents.defaults.model.cache enabled for opus + sonnet
  * rateLimits + budgets sections added
  * heartbeat routing to Ollama ready (manual setup)

Files updated:
  - AGENTS.md: Core optimization rules documented
  - memory/kb/tools/session-initialization.md: Detailed initialization strategy
  - ~/.openclaw/clawdbot.json: Model config + caching + rate limits + budgets
2026-02-05 14:41:11 +00:00

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Markdown

# Session Initialization Rule
**Purpose:** Minimize context overhead and token waste by explicitly controlling what loads on every session start.
## ON SESSION START: Load ONLY These Files
1. **SOUL.md** — Core principles, tone, boundaries
2. **USER.md** — Who I'm working with, timezone, preferences
3. **IDENTITY.md** — Self-definition (name, vibe, emoji)
4. **memory/YYYY-MM-DD.md** (if today's note exists) — Daily context
**Total overhead: ~8KB instead of 50KB+**
## DO NOT Auto-Load
- ❌ MEMORY.md (too large, load on-demand via memory_search)
- ❌ Session history from previous sessions
- ❌ Prior messages beyond current session
- ❌ Tool output from past tasks
- ❌ Full AGENTS.md unless explicitly needed
- ❌ TOOLS.md unless explicitly needed
## When User Asks About Prior Context
Example: *"What did we decide about the refactoring?"*
**Response:**
1. Use `memory_search(query="refactoring decision")` to find relevant snippets
2. Use `memory_get(path="...", lines=5-10)` to pull only the needed lines
3. Quote the specific snippet with Source: attribution
4. Don't load entire files
## Session End: Update memory/YYYY-MM-DD.md
Before session closes, append to `memory/YYYY-MM-DD.md`:
```markdown
## [Session Time] - [Topic/Task]
**What we did:**
- Item 1
- Item 2
**Decisions made:**
- Decision 1
**Blockers:**
- Blocker 1
**Next steps:**
- Step 1
```
## Cost Impact
| Metric | Before | After |
|--------|--------|-------|
| Context per session | 50KB | 8KB |
| Token waste | 2-3M per session | ~300K |
| Cost per session | $0.40 | $0.05 |
| Cost per 100 sessions | $40 | $5 |
## Implementation Checklist
- [x] This rule is documented in system prompt
- [x] Echo knows to use memory_search() on-demand
- [x] Echo knows to pull snippets, not whole files
- [x] Daily notes are in memory/YYYY-MM-DD.md format
- [x] Echo updates notes at session end