docs: update TODO and ROADMAP for 2026-04-29 session
Mark completed: email_send + allowlist UI, model inline edit, cross-session search. Remove completed items from active lists (distill review, model edit, session search). Update ROADMAP Phase 3 tool suite line and last-updated date. Remove resolved Unsloth entry from Deferred. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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# Cortex — Roadmap
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> Phases and priorities. For active tasks see `TODO__Agents.md`.
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> Last updated: 2026-04-03
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> Last updated: 2026-04-29
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---
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## Phase 3 — Intelligence Layer (In Progress)
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- ✅ Gemini API orchestrator (tool loop → Claude responder)
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- ✅ Tool suite: web search, AE Journal read/write, tasks, scratch, reminders, cron, system
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- ✅ Agent mode in UI (async job, poll for result)
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- ✅ Local LLM backend (Open WebUI/Ollama, per-user multi-model config)
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- ✅ Tool suite: web search, AE Journal read/write, tasks, scratch, reminders, cron, system, email_send (+ per-user allowlist), nc_talk_send
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- ✅ Agent mode in UI (async job, poll for result); role-based tool access + confirmation gate
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- ✅ Local LLM backend (Open WebUI/Ollama, per-user multi-model config); inline model edit in registry UI
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- ✅ Proactive cron (`message` / `brief` job types → NC Talk)
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- ✅ Session search (full-text across past session logs)
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- ✅ Distill notifications (NC Talk after mid/long runs)
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---
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## Deferred / Watching
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- **Unsloth Gemma 4 GGUFs** — blocked on Ollama v0.20.1 (llama.cpp GGUF metadata issue); switch `agent-support-gemma-*` aliases to Unsloth Q4_K_M when ready
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- **Speculative decoding** — llama.cpp supports it (E4B + E2B draft ≈ 2x speed); Ollama does not yet
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- **RAG via Open WebUI** — feed Nextcloud docs into local knowledge collections; possible complement to AE Journals search
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- **Multi-host local models** — per-user config already supports multiple hosts; routing logic TBD
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