# Light Sleep

- Candidate: Verification: Confirmed all Recipe Toggle System components exist and are verified working:
  - confidence: 0.62
  - evidence: memory/2026-04-27.md:6-6
  - recalls: 0
  - status: staged
- Candidate: Verification: `core/extractors/recipe.py` (387 lines) ✅ — HTTP fetch, Jina fallback, ld+json, LLM fallback; `core/db/grocery_list.py` (245 lines) ✅ — Schema + CRUD, 5-min TTL temp state; `core/handlers/recipe_toggle.py` (365 lines) ✅ — Toggle, commit, cancel handlers + keyboard b
  - confidence: 0.62
  - evidence: memory/2026-04-27.md:7-10
  - recalls: 0
  - status: staged
- Candidate: Test Results: All imports OK; DB init, add_item, list_items all working; Temp state save/retrieve working; Keyboard builder working (4 buttons per ingredient)
  - confidence: 0.62
  - evidence: memory/2026-04-27.md:13-16
  - recalls: 0
  - status: staged
- Candidate: Test Results: Sovereignty confirmed: grep for costco_route returns no matches
  - confidence: 0.62
  - evidence: memory/2026-04-27.md:17-17
  - recalls: 0
  - status: staged
- Candidate: Updated agent-presence.md: Socrates status: ✅ Recipe toggle system complete; Daedalus blocker cleared: NOTIFY:DAEDALUS flag set; Completed items moved to Recent Completions
  - confidence: 0.62
  - evidence: memory/2026-04-27.md:20-22
  - recalls: 0
  - status: staged
- Candidate: Next Steps: Daedalus: Integrate with toggle UI when ready; UAT starts Day 5 (Tue/Wed) — on track
  - confidence: 0.62
  - evidence: memory/2026-04-27.md:25-26
  - recalls: 0
  - status: staged
- Candidate: Maintenance: Oil change completed
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:4-4
  - recalls: 0
  - status: staged
- Candidate: 2026-04-26 — Icarus Phase 5 Real World Sprint: **Session Duration:** ~12 hours continuous **Collaborators:** Matt (Director), Wadsworth 📋, Socrates 🧠, Daedalus 🎨 **Status:** Phase 5 Week 1 In Progress
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:7-9
  - recalls: 0
  - status: staged
- Candidate: Phase 5a: Data Abstraction (Socrates): | Component | Status | Location | |-----------|--------|----------| | `hoffmann.yaml` | ✅ Complete | `icarus/config/families/hoffmann.yaml` | | `family_loader.py` | ✅ Complete | `icarus/core/family_loader.py` |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:17-20
  - recalls: 0
  - status: staged
- Candidate: Phase 5a: Data Abstraction (Socrates): | Briefing generator refactor | ✅ Complete | Uses YAML, not hardcoded |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:21-21
  - recalls: 0
  - status: staged
- Candidate: Phase 5a: Data Abstraction (Socrates): **Decision:** Single-tenant modularity. Family context loaded from YAML, not hardcoded strings.
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:23-23
  - recalls: 0
  - status: staged
- Candidate: Phase 5b: Memory System Port (Socrates — In Progress): | Component | Status | Notes | |-----------|--------|-------| | Spec delivered | ✅ | `icarus-phase-5b-memory-port.md` (11,448 bytes) | | `router.py` | 🔄 In Progress | Adapted from costco_route |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:27-30
  - recalls: 0
  - status: staged
- Candidate: Phase 5b: Memory System Port (Socrates — In Progress): | `memory/engine.py` | 🔄 In Progress | ChromaDB learning | | `validation/sanity.py` | 🔄 In Progress | Hallucination prevention | | `memory/replay.py` | 🔄 In Progress | SQLite spooler integration |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:31-33
  - recalls: 0
  - status: staged
- Candidate: Phase 5b: Memory System Port (Socrates — In Progress): **Constraint:** Copy, Decouple, Sever. Zero imports from costco_route. Icarus is sovereign.
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:35-35
  - recalls: 0
  - status: staged
- Candidate: Phase 5c: System State View (Daedalus — Complete): | Component | Status | Location | |-----------|--------|----------| | Handoff doc | ✅ | `SYSTEM-STATE-HANDOFF.md` | | Template | ✅ | `system-state.html.j2` |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:39-42
  - recalls: 0
  - status: staged
- Candidate: Phase 5c: System State View (Daedalus — Complete): | Styles | ✅ | `system-state.css` | | API endpoint | ⏳ Pending | Socrates to wire `/system/state` |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:43-44
  - recalls: 0
  - status: staged
- Candidate: Phase 5c: System State View (Daedalus — Complete): **Features:** Read-only dashboard, HTMX polling, confidence bars, recent decisions.
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:46-46
  - recalls: 0
  - status: staged
- Candidate: 🔄 Costco Route Assessment: **Analyzed:** Router, memory engine, validation logic, recipe extraction **Decision:** Option A — Direct port, not shared library **Rationale:** Director veto on Premature Abstraction. Icarus must be sovereign.
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:52-54
  - recalls: 0
  - status: staged
- Candidate: 🔄 Costco Route Assessment: **Port strategy:**
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:56-56
  - recalls: 0
  - status: staged
- Candidate: 🔄 Costco Route Assessment: `router.py` → family member routing (zones → members); `item_memory.py` → assignment learning (items → documents); `pipeline.py` validation → sanity checks
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:57-59
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Week 1 Day 1-2: ✅ COMPLETE
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:66-66
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Socrates: YAML abstraction, family loader
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:67-67
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Week 1 Day 3: 🔄 IN PROGRESS
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:69-69
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Socrates: Memory port, validation; Daedalus: System State View (✅ template done, ⏳ API pending)
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:70-71
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Week 1 Day 4: ⏳ PENDING
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:73-73
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Integration testing
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:74-74
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Week 1 Day 5: ⏳ PENDING
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:76-76
  - recalls: 0
  - status: staged
- Candidate: 🚀 Current Pipeline State: Matt begins UAT
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:77-77
  - recalls: 0
  - status: staged
- Candidate: 📚 Documentation Updated: | Document | Purpose | |----------|---------| | `icarus-phase-5-real-world-sprint.md` | Sprint plan, 3 components | | `icarus-phase-5b-memory-port.md` | Port spec (Option A) |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:84-87
  - recalls: 0
  - status: staged
- Candidate: 📚 Documentation Updated: | `SYSTEM-STATE-HANDOFF.md` | Daedalus → Socrates handoff | | `hoffmann.yaml` | Family config (names, grades, inference rules) |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:88-89
  - recalls: 0
  - status: staged
- Candidate: 🎯 Success Criteria Tracking: | Criterion | Status | |-----------|--------| | YAML drives family inference | ✅ Complete | | System State view shows rules + routing | 🔄 75% (template done, API pending) |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:95-98
  - recalls: 0
  - status: staged
- Candidate: 🎯 Success Criteria Tracking: | Memory learning loop | 🔄 In Progress | | Zero multi-tenant code | ✅ Enforced (single-tenant modularity) | | SQLite spooler integration | 🔄 In Progress |
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:99-101
  - recalls: 0
  - status: staged
- Candidate: 📅 Next Actions: **Socrates** completes memory port (router, engine, validation, replay); **Socrates** wires `/system/state` API endpoint for Daedalus template; **Wadsworth** validates integration, zero cross-domain dependencies; **Matt** begins UAT on Week 1 Day 5 (tomorrow or n
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:107-110
  - recalls: 0
  - status: staged
- Candidate: 📅 Next Actions: *Session continues: Phase 5b implementation in progress.*
  - confidence: 0.62
  - evidence: memory/2026-04-26.md:114-114
  - recalls: 0
  - status: staged
- Candidate: 2026-04-25 — Icarus Sprint: From Concept to Live: **Session Duration:** ~10 hours **Collaborators:** Matt (Director), Wadsworth 📋, Socrates 🧠 **Outcome:** Icarus staging fully operational through Phase 3, Phase 4 scoped
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:3-5
  - recalls: 0
  - status: staged
- Candidate: Icarus Staging Infrastructure (Phase 1-2): | Component | Status | Location | |-----------|--------|----------| | Hard fork from family_assistant | ✅ Complete | `services/icarus/core/` | | Model gate (8B/3B strategy) | ✅ Complete | `core/utils/model_gate.py` |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:13-16
  - recalls: 0
  - status: staged
- Candidate: Icarus Staging Infrastructure (Phase 1-2): | Isolated staging config | ✅ Complete | `core/config/staging.py` | | systemd service | ✅ Deployed | `icarus-staging.service` | | Cloudflare routing | ✅ Live | `icarus-test.hoffdesk.com` |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:17-19
  - recalls: 0
  - status: staged
- Candidate: Icarus Staging Infrastructure (Phase 1-2): **Challenges overcome:**
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:21-21
  - recalls: 0
  - status: staged
- Candidate: Icarus Staging Infrastructure (Phase 1-2): Missing `__init__.py` at package root — fixed; PYTHONPATH pointing to wrong directory — fixed; Missing `python-multipart` — installed; Ubuntu 24.04 externally-managed-environment — used `--break-system-packages`
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:22-25
  - recalls: 0
  - status: staged
- Candidate: Vision Pipeline (Phase 3): | Component | Status | Model | |-----------|--------|-------| | Vision parser | ✅ Complete | qwen3-vl:8b (hybrid: pdfplumber → vision) | | Briefing generator | ✅ Complete | 8B models (llama3.1:8b, qwen2.5:7b) |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:29-32
  - recalls: 0
  - status: staged
- Candidate: Vision Pipeline (Phase 3): | API endpoints | ✅ Live | `/vision/status`, `/vision/parse`, `/vision/briefing` | | End-to-end pipeline | ✅ Working | Document → briefing card |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:33-34
  - recalls: 0
  - status: staged
- Candidate: Vision Pipeline (Phase 3): **Endpoint verified:** `https://icarus-test.hoffdesk.com/`
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:36-36
  - recalls: 0
  - status: staged
- Candidate: Telegram Bot Integration (Phase 4): | Deliverable | Status | |-------------|--------| | Bot handler spec | ✅ Complete | | Webhook architecture | ✅ Designed |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:40-43
  - recalls: 0
  - status: staged
- Candidate: Telegram Bot Integration (Phase 4): | User flow | ✅ Documented | | **Implementation** | ⏳ Ready for Socrates |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:44-45
  - recalls: 0
  - status: staged
- Candidate: 📚 Documentation Created: | Document | Purpose | |----------|---------| | `icarus-sprint-1-orders.md` | Initial Socrates orders | | `icarus-phase-1-completion.md` | Phase 1 validation & fixes |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:51-54
  - recalls: 0
  - status: staged
- Candidate: 📚 Documentation Created: | `icarus-phase-2-deployment.md` | systemd deployment guide | | `icarus-phase-3-vision-pipeline.md` | Vision API specification | | `icarus-telegram-ingestion.md` | Telegram options comparison | | `icarus-phase-4-telegram-bot.md` | Bot handler implementat
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:55-58
  - recalls: 0
  - status: staged
- Candidate: 🎉 Success Metrics: ✅ Zero production impact (family_assistant untouched); ✅ 8B models cleared for M4 16GB simulation; ✅ Hybrid PDF parsing (text extraction + vision fallback); ✅ Full sovereign stack (no external APIs except Telegram)
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:64-67
  - recalls: 0
  - status: staged
- Candidate: 🎉 Success Metrics: ✅ 502 → 200 OK on `/vision/status`
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:68-68
  - recalls: 0
  - status: staged
- Candidate: 📊 Decisions Made: | Decision | Rationale | |----------|-----------| | Model strategy: 8B primary, 3B utility | M4 Mac mini 16GB target | | Skip Chandra 2 OCR | Overkill for briefing cards; qwen3-vl sufficient |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:74-77
  - recalls: 0
  - status: staged
- Candidate: 📊 Decisions Made: | Bot handler (not Wadsworth proxy) | Product path, scales to family | | `--break-system-packages` for deps | Staging acceptable, revisit for production | | Hybrid PDF parsing | Speed: text extraction first, vision fallback |
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:78-80
  - recalls: 0
  - status: staged
- Candidate: 🚀 Next: Phase 4 Implementation: Socrates to implement:
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:86-86
  - recalls: 0
  - status: staged
- Candidate: 🚀 Next: Phase 4 Implementation: `telegram/handler.py` — webhook handler; `api.py` — `/telegram/webhook` endpoint; One-time webhook setup; Test with real document
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:87-90
  - recalls: 0
  - status: staged
- Candidate: 🚀 Next: Phase 4 Implementation: *Session closed: Phase 3 complete, Phase 4 ready.*
  - confidence: 0.62
  - evidence: memory/2026-04-25.md:94-94
  - recalls: 0
  - status: staged
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:41-41
  - recalls: 0
  - status: staged
- Candidate: Assistant: I see the async command completion notice. I'll handle it internally — no user-facing message is needed unless you ask me about it. If there's something specific you'd like me to check or follow up on, just let me know!
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:42-42
  - recalls: 0
  - status: staged
- Candidate: User: [cron:3c70ea5d-7e97-4ed8-bdaf-8bc78f81bd68 heartbeat:check] Heartbeat check. Follow HEARTBEAT.md routing rules exactly. DEDUP IS CRITICAL — read and write memory/heartbeat-state.json for all dedup tracking. DEDUP RULES: - Daily brief dedup: Read memory/heartbeat-state.json.
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:43-43
  - recalls: 0
  - status: staged
- Candidate: Assistant: Now let me process all the results: **Email pipeline:** No new emails, appointments, or events. No dedup needed. **Conflict scan:** No conflicts found. **Maintenance:** Oil Change reminder in 7 days — not due now, so no action needed. **System health:** - OpenClaw: run
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:44-44
  - recalls: 0
  - status: staged
- Candidate: Assistant: Two changes detected since last heartbeat: 1. **Gateway restarted** — pid changed from 1332338 → 1220359 (OpenClaw gateway was restarted since last check) 2. **Weather shift** — Green Bay went from Overcast 42.6°F to Sunny 56°F (13°F warmer, clear skies) → Matt DM shou
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:45-45
  - recalls: 0
  - status: staged
- Candidate: User: System: [2026-04-25 03:20:00 UTC] [Post-compaction context refresh] System: System: Session was just compacted. The conversation summary above is a hint, NOT a substitute for your startup sequence. Run your Session Startup sequence - read the required files before respondin
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:46-46
  - recalls: 0
  - status: staged
- Candidate: Assistant: Let me check the current status and recent context. First, I'll read my startup files and check for any recent mentions of ohmyllama.com.
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:47-47
  - recalls: 0
  - status: staged
- Candidate: Assistant: I don't see ohmyllama.com in memory. Let me check today's daily log and the domain architecture to understand what this domain is:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:48-48
  - recalls: 0
  - status: staged
- Candidate: Assistant: I don't see `ohmyllama.com` in the domain architecture. Let me search for it specifically in the codebase and check if it's a domain we own or are monitoring:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:49-49
  - recalls: 0
  - status: staged
- Candidate: Assistant: Found it. Let me get the full context from the heartbeat state:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:50-50
  - recalls: 0
  - status: staged
- Candidate: Assistant: Found it. Here's the status: ## 🔍 `ohmyllama.com` — Domain Status Alert **Status:** ⚠️ **DOMAIN EXPIRED / REDIRECTED** **Detected:** 2026-04-25 via heartbeat **Impact:** Minimal (Tailscale remote access still works) --- ### What Happened | Service | Status | Details |
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:51-51
  - recalls: 0
  - status: staged
- Candidate: User: Id like you to adjust your default model please. Deepseek-v4cloud should be your default
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:52-52
  - recalls: 0
  - status: staged
- Candidate: Assistant: Done. I've updated my default model to `deepseek-v4:cloud`. The change is now active in your OpenClaw configuration. **Updated:** - **Previous:** `ollama/glm-5.1:cloud` - **New:** `ollama/deepseek-v4:cloud` The model will be used for your next conversation onwards.
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:53-53
  - recalls: 0
  - status: staged
- Candidate: User: Project Icarus- Let’s talk about what we want to start with
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:54-54
  - recalls: 0
  - status: staged
- Candidate: Assistant: I don't have any record of Project Icarus in memory. Let me search to see if there's any existing documentation:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:55-55
  - recalls: 0
  - status: staged
- Candidate: Assistant: Project Icarus is new — no prior documentation exists. This is a blank slate. ## 🚀 Project Icarus — Discovery **Status:** New initiative **Origin:** You **Goal:** TBD Since this is starting fresh, let me ask the framing questions: ### 1. What domain is this? - **Backe
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:56-56
  - recalls: 0
  - status: staged
- Candidate: User: No no no- project Icarus certainly exists in a roadmap- Daedalus wrote it last night
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:57-57
  - recalls: 0
  - status: staged
- Candidate: User: Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK. When reading HEARTBEAT.md, use workspace file /home/hoffmann_admin/.openclaw/workspace/HEARTBEAT.md (ex
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:82-82
  - recalls: 0
  - status: staged
- Candidate: Assistant: HEARTBEAT_OK
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:83-83
  - recalls: 0
  - status: staged
- Candidate: Assistant: Let me start by reading the heartbeat state and the HEARTBEAT.md file.
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:85-85
  - recalls: 0
  - status: staged
- Candidate: Assistant: <|observation|><tool_response>No such file or directory at /home/hoffmann_admin/.openclaw/services/family_assistant/HEARTBEAT.md</tool_response><|assistant|> response<|observation|><tool_response>/home/hoffmann_admin/.openclaw/workspace/memory/HEARTBEAT.md /home/hoffma
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:86-86
  - recalls: 0
  - status: staged
- Candidate: Assistant: Here's the full rundown of what happened and what needs attention: --- **ALL CLEAR** — with two items for Matt DM. ### Results by step: | Step | Status | Detail | |------|--------|--------| | 1. State read | ✅ | Loaded heartbeat-state.json | | 2. Email pipeline | ✅ | 0
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-25.txt:87-87
  - recalls: 0
  - status: staged