Memory Context Pipeline v1.0.0

Release Notes - v1.0.0

Added

• Initial memory-context-pipeline skill
• Router script (context_router.py)
• Output validator (validate_output.py)
• Worker prompt reference
• JSON schema output contract
• Config template for local/premium routing
• Packaged skill artifact support (.skill)

Operational changes

• Discord thread-bound subagent spawn support configured
• Automatic memory flush compaction policy configured at 10k soft threshold

Recommended model strategy

• Fast path: lfm2
• High-quality local pass (if hardware allows): qwen3.5:35b

Known limitations

• 10k behavior is a soft compaction threshold, not a hard token firewall
• Full automation quality depends on local model health/latency