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|>No such file or directory at /home/hoffmann_admin/.openclaw/services/family_assistant/HEARTBEAT.md<|assistant|> response<|observation|>/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