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feat(P4-005): memory integration — inject into agent sessions

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Add memory tools (search, get_preferences, save_preference,
save_insight) to agent sessions via Pi SDK custom tools. Agent
sessions now have access to semantic memory search, preference
storage, and insight capture. EmbeddingService injected into
AgentService for embedding generation during tool execution.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Jason Woltje
2026-03-13 08:54:10 -05:00
parent 1d4916fe97
commit 38ae82b370
3 changed files with 170 additions and 2 deletions
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docs/TASKS.md
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@@ -41,7 +41,7 @@
| P4-002 | in-progress | Phase 4 | Semantic search — pgvector embeddings + search API | — | #35 |
| P4-003 | in-progress | Phase 4 | @mosaic/log — log ingest, parsing, tiered storage | — | #36 |
| P4-004 | in-progress | Phase 4 | Summarization pipeline — Haiku-tier LLM + cron | — | #37 |
| P4-005 | not-started | Phase 4 | Memory integration — inject into agent sessions | — | #38 |
| P4-005 | in-progress | Phase 4 | Memory integration — inject into agent sessions | — | #38 |
| P4-006 | not-started | Phase 4 | Skill management — catalog, install, config | — | #39 |
| P4-007 | not-started | Phase 4 | Verify Phase 4 — memory + log pipeline working | — | #40 |
| P5-001 | not-started | Phase 5 | Plugin host — gateway plugin loading + channel interface | — | #41 |