📋 Release Summary
This release introduces advanced conversation compression and knowledge retention via PACT, enabling more efficient long-term session memory and structured handoffs (2a01d88, 05791ca, 1037377, 4651adf, c9851b8). The AI supervisor has been enhanced with intelligent tool result condensation, improved steering limits, and hardened prompt security (f98f00a, 8c282d2, 935e30c). Additionally, several fixes improve session stability, prevent data loss during compression, and refine drift detection (756ba8f, 8af5bc8, 45b709e, 05dc7e1).
✨ New Features & Enhancements
- compression: integrate PACT attention and tracking
2a01d88b - session: implement PACT conversation compression
05791ca0 - session: add list subcommand to schedule command
76822534 - session: implement adaptive compression and structured handoffs
10373778 - supervisor: implement intelligent tool result condensation
f98f00a5 - supervisor: implement sequential steering budget limit
8c282d24 - compression: implement token-budgeted findings retention
5a3f8409 - compression: enhance knowledge retention and deduplication
4651adf9 - session: persist and deduplicate analysis findings
c9851b86 - session: expand compression statistics tracking
dd007416 - chat: expand conversation compression schema
7f89ee4a - session: track external spend from agents
723e05c2 - session: implement persistent role recovery
442463b2 - learning: implement explicit lesson supersession
c5de9815
🔧 Improvements & Optimizations
- compression: allocate PACT lanes in one render pass per packet
0d8cfeb0 - session: simplify schedule command output string
a36a0b90 - session: simplify schedule command display
97c732be - supervisor: implement XML tagging for prompts
ffdbff49 - session: improve conversation compression and anchoring
bf6af937
🐛 Bug Fixes & Stability
- compression: prevent recall index regrowth and validate spans
756ba8fc - supervisor: prevent condensing non-text tool results
9caa4a88 - config: move compression settings before pressure levels
56fdfd36 - compression: prevent loss of analysis findings
8af5bc86 - supervisor: refine drift detection and centroid logic
45b709ef - supervisor: harden LLM prompts against injection
935e30c2 - session: prevent compressor instructions from leaking into summaries
136b73a9 - session: prevent stale task goals during compression
05dc7e1e
🔄 Other Changes
3 maintenance, dependency, and tooling updates not listed individually.