nanobot 3a47cf2c93 Context engineering improvements: dedup, compaction, SOUL.md, output compression
Changes based on analysis against Anthropic's context engineering framework:

1. USER.md: stripped to pure tonal/behavioral instructions, removed all
   factual content that duplicates KNOWLEDGE.md
2. SOUL.md: populated with epistemic character — tool disposition, honesty
   architecture, efficiency preference, Rule 2/8 resolution, cognitive
   pattern translations
3. AGENTS.md: rewrote Rules 2 and 8 with explicit investigation/action
   boundary and cross-references
4. KNOWLEDGE.md:
   - Memory Layout expanded with routing rule and promotion/demotion protocol
   - Heartbeat collector output budgets (per-collector character limits)
   - Output Compression Model table for response formatting
   - Compaction Protocol with triggers, procedure, and routing table
2026-02-22 04:56:54 +01:00
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