Light Sleep

• Candidate: Admin Login Flow - COMPLETE: Fixed login template to accept JSON POST with password field; Added get_post_counts() helper for sidebar stats; Fixed all admin routes to include draft_count, published_count, total_count; Login page: `https://notes.hoffdesk.com/admin/blog/l
• confidence: 0.62
• evidence: memory/2026-04-22.md:6-9
• recalls: 0
• status: staged
• Candidate: Admin Login Flow - COMPLETE: Token: hoffdesk-admin-2025; Login redirects to dashboard with token in URL: ?token=hoffdesk-admin-2025
• confidence: 0.62
• evidence: memory/2026-04-22.md:10-11
• recalls: 0
• status: staged
• Candidate: Magic Wand Integration - IN PROGRESS: Backend: 5-stage LocalAI pipeline is live at /admin/content/generate; Added Magic Wand CTA to admin dashboard; Added AI Tools section to sidebar; Issue discovered: Frontend JavaScript uses vanilla fetch(), not HTMX
• confidence: 0.62
• evidence: memory/2026-04-22.md:14-17
• recalls: 0
• status: staged
• Candidate: Magic Wand Integration - IN PROGRESS: Frontend HTMX interceptor adds X-Admin-Token header, but Magic Wand fetch doesn't; Template has {{ admin_token }} variable available; Root cause: Magic Wand fetch call missing X-Admin-Token header OR not using ?token= URL param; *
• confidence: 0.62
• evidence: memory/2026-04-22.md:18-21
• recalls: 0
• status: staged
• Candidate: Token Auth Architecture: Content router checks: request.query_params.get("token") OR request.headers.get("X-Admin-Token"); Working: curl -H "X-Admin-Token: hoffdesk-admin-2025" ...; Working: curl "...?token=hoffdesk-admin-2025" ...; Broken: Neither provided (causes 401 →
• confidence: 0.62
• evidence: memory/2026-04-22.md:24-27
• recalls: 0
• status: staged
• Candidate: Next Steps: Daedalus to fix Magic Wand fetch to include auth token; Test end-to-end content generation from admin UI
• confidence: 0.62
• evidence: memory/2026-04-22.md:30-31
• recalls: 0
• status: staged
• Candidate: Family Automation Module - COMPLETE: Created /family/ module with domain separation:
• confidence: 0.62
• evidence: memory/2026-04-23.md:6-6
• recalls: 0
• status: staged
• Candidate: Family Automation Module - COMPLETE: shared/auth.py, shared/llm.py, shared/notify.py - reusable utilities; family/router.py - /admin/family/* endpoints with login flow matching blog admin; family/email.py - LLM-based event extraction from emails; family/calendar.py
• confidence: 0.62
• evidence: memory/2026-04-23.md:7-10
• recalls: 0
• status: staged
• Candidate: Family Automation Module - COMPLETE: family/pipeline.py - Full email→LLM→calendar→telegram orchestration
• confidence: 0.62
• evidence: memory/2026-04-23.md:11-11
• recalls: 0
• status: staged
• Candidate: Family Automation Module - COMPLETE: Working endpoints:
• confidence: 0.62
• evidence: memory/2026-04-23.md:13-13
• recalls: 0
• status: staged
• Candidate: Family Automation Module - COMPLETE: GET /admin/family/ - Dashboard (HTML); GET /admin/family/status - Health check (JSON); POST /admin/family/webhook/email - Email processing; POST /admin/family/pipeline/test - Test run with sample data
• confidence: 0.62
• evidence: memory/2026-04-23.md:14-17
• recalls: 0
• status: staged
• Candidate: V2 Content Pipeline - Grounding Context Added: Integrated shared/grounding.py to extract real struggles from memory files:
• confidence: 0.62
• evidence: memory/2026-04-23.md:20-20
• recalls: 0
• status: staged
• Candidate: V2 Content Pipeline - Grounding Context Added: Pulls from memory/*.md for actual recent issues; Knows about OpenClaw, Family Assistant, Radicale migration, token auth struggles; Prevents hallucination of fake corporate scenarios; Injected into Stage 1 (Strategy) and Stage 3 (Dr
• confidence: 0.62
• evidence: memory/2026-04-23.md:21-24
• recalls: 0
• status: staged
• Candidate: V2 Content Pipeline - Grounding Context Added: Key grounding sources:
• confidence: 0.62
• evidence: memory/2026-04-23.md:26-26
• recalls: 0
• status: staged
• Candidate: V2 Content Pipeline - Grounding Context Added: Google IMAP deprecation forcing webhook architecture; Radicale CalDAV migration from Google Calendar API; Multi-agent token auth confusion (Socrates/Daedalus/Wadsworth); Tailscale + Beelink stability issues
• confidence: 0.62
• evidence: memory/2026-04-23.md:27-30
• recalls: 0
• status: staged
• Candidate: Cloudflare Tunnel Issues - In Progress: Problem: notes.hoffdesk.com returning Error 1033
• confidence: 0.62
• evidence: memory/2026-04-23.md:33-33
• recalls: 0
• status: staged
• Candidate: Cloudflare Tunnel Issues - In Progress: Root causes identified:
• confidence: 0.62
• evidence: memory/2026-04-23.md:35-35
• recalls: 0
• status: staged
• Candidate: Cloudflare Tunnel Issues - In Progress: Uvicorn bound to 127.0.0.1 instead of 0.0.0.0 - fixed via systemd drop-in; Tunnel using --token (managed) instead of local config.yml; Missing notes.hoffdesk.com ingress rule in managed config
• confidence: 0.62
• evidence: memory/2026-04-23.md:36-38
• recalls: 0
• status: staged
• Candidate: Cloudflare Tunnel Issues - In Progress: Decision point: Keep local config (sovereign) vs migrate to Cloudflare dashboard (irreversible). Matt to decide.
• confidence: 0.62
• evidence: memory/2026-04-23.md:40-40
• recalls: 0
• status: staged
• Candidate: Infrastructure State: titanium-butler: Tailscale stable, cloudflared running, uvicorn on 0.0.0.0:8000; Gaming PC: Ollama available, pipeline ready; DNS: notes.hoffdesk.com points to tunnel but ingress rule missing
• confidence: 0.62
• evidence: memory/2026-04-23.md:43-45
• recalls: 0
• status: staged
• Candidate: Next Steps: Fix cloudflared to use local config.yml (remove --token); Verify all ingress routes (hook, proto, api, blog, notes, cal); Test V2 pipeline with grounded context; Add compliance strictness (fail on names, don't just flag)
• confidence: 0.62
• evidence: memory/2026-04-23.md:48-51
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Problem: V2 pipeline produced fiction when fed hallucinated briefs. Real incident data produces authentic content.
• confidence: 0.62
• evidence: memory/2026-04-23.md:55-55
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Solution: Incident capture system + strict compliance pipeline
• confidence: 0.62
• evidence: memory/2026-04-23.md:57-57
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Files built:
• confidence: 0.62
• evidence: memory/2026-04-23.md:59-59
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): incidents/__init__.py — Incident storage API (save, load, list, to_brief); anti_hallucination.py — Date/time stripping from generated content; word_count.py — Pre-generation target injection + post-generation expansion; `tel
• confidence: 0.62
• evidence: memory/2026-04-23.md:60-63
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): test_pipeline_v2_real.py — End-to-end integration test
• confidence: 0.62
• evidence: memory/2026-04-23.md:64-64
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Pipeline flow:
• confidence: 0.62
• evidence: memory/2026-04-23.md:66-66
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Real incident → to_brief() → build_struggle_first_prompt() → phi4:14b → strip_dates() → ComplianceFilter(strict) → enforce_word_count(1200) → output
• confidence: 0.62
• evidence: memory/2026-04-23.md:68-69
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Test results:
• confidence: 0.62
• evidence: memory/2026-04-23.md:72-72
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Initial: 780 words (65%) → Expanded to 978 words (82%); Compliance: PASS (no names, no dates, no banned words); Time: ~16s generation + ~20s expansion; Quality: Authentic struggle-first voice, real commands/configs, honest mistake
• confidence: 0.62
• evidence: memory/2026-04-23.md:73-76
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Direct comparison:
• confidence: 0.62
• evidence: memory/2026-04-23.md:78-78
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Pipeline: 978 words, 35s generation, 70% authentic voice; Direct (Socrates writing): 449 words, 5 min writing, 100% authentic voice; Verdict: Pipeline = structured notetaker. Direct = actual writer.
• confidence: 0.62
• evidence: memory/2026-04-23.md:79-81
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Editor's Guide created: EDITORS_GUIDE.md — transforms pipeline draft to published post:
• confidence: 0.62
• evidence: memory/2026-04-23.md:83-83
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Cut scene-setting ("It was a quiet evening..." → "Notes.hoffdesk.com was down."); Delete fake attempts (4+ are hallucinated padding); Replace corporate reflection with specific self-awareness; Target: 400-600 words, not 1200
• confidence: 0.62
• evidence: memory/2026-04-23.md:84-87
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Time budget: 35s generation + 5-10 min edit = 6-11 min total
• confidence: 0.62
• evidence: memory/2026-04-23.md:88-88
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Anti-hallucination rules:
• confidence: 0.62
• evidence: memory/2026-04-23.md:90-90
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Strip all dates: "April 23, 2026" → removed; Strip all times: "3:45 PM" → removed; Strip days: "Tuesday" → removed; Strip years: "2026" → removed
• confidence: 0.62
• evidence: memory/2026-04-23.md:91-94
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Enforce vague refs: "around that time", "eventually"
• confidence: 0.62
• evidence: memory/2026-04-23.md:95-95
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Telegram bot command:
• confidence: 0.62
• evidence: memory/2026-04-23.md:97-97
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): /logincident "Cloudflare Error 1033" cloudflared,uvicorn,systemd "Error 1033" → Bot prompts for attempts/fix/reflection → Saves to incidents/YYYY-MM-DD-title.md → Later: cron converts to content brief
• confidence: 0.62
• evidence: memory/2026-04-23.md:99-102
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Compliance strictness:
• confidence: 0.62
• evidence: memory/2026-04-23.md:105-105
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): STRICT mode: Block on names AND dates (both must pass); Real names caught: Aundrea, Sullivan, Harper, Maggie, Hoffmann; Banned words auto-replaced: "journey"→"process", "delve"→"explore"
• confidence: 0.62
• evidence: memory/2026-04-23.md:106-108
• recalls: 0
• status: staged
• Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Verdict: phi4:14b is salvageable. The data was the problem. Real incidents + strict post-processing = authentic content.
• confidence: 0.62
• evidence: memory/2026-04-23.md:110-110
• recalls: 0
• status: staged
• Candidate: Email Pipeline v2 — Smart Classification & Routing (COMPLETE): From: Wadsworth 📋 (P1 — newsletter handling broken) Assigned: Socrates 🧠 Status: ✅ COMPLETE
• confidence: 0.62
• evidence: memory/2026-04-23.md:119-121
• recalls: 0
• status: staged
• Candidate: Problem: Newsletters silently dropped by skip_keywords filter. Matt wants them summarized.
• confidence: 0.62
• evidence: memory/2026-04-23.md:124-124
• recalls: 0
• status: staged
• Candidate: Solution: Classification layer + routing handlers:
• confidence: 0.62
• evidence: memory/2026-04-23.md:127-127
• recalls: 0
• status: staged
• Candidate: Solution: Email → Classifier → Handler → Action ├─ appointment → Calendar + Telegram ├─ newsletter → Summarize + Telegram (no calendar) ├─ family → Calendar + Telegram
• confidence: 0.62
• evidence: memory/2026-04-23.md:129-132
• recalls: 0
• status: staged
• Candidate: Solution: └─ other → Telegram only
• confidence: 0.62
• evidence: memory/2026-04-23.md:133-133
• recalls: 0
• status: staged
• Candidate: Files Created: family/classifier.py — LLM-based classification (qwen2.5-coder:7b); family/handlers/ — 4 route handlers (appointment, newsletter, family, other)
• confidence: 0.62
• evidence: memory/2026-04-23.md:137-138
• recalls: 0
• status: staged
• Candidate: Files Modified: family/pipeline.py — Added classification + routing; family/email.py — Removed skip_keywords filter
• confidence: 0.62
• evidence: memory/2026-04-23.md:141-142
• recalls: 0
• status: staged
• Candidate: Test Results: | Test | Classification | Result | |------|---------------|--------| | "Your appointment with Dr. Smith..." | appointment | ✅ Correct | | "Weekly Tech Digest: AI News..." | newsletter | ✅ Correct |
• confidence: 0.62
• evidence: memory/2026-04-23.md:145-148
• recalls: 0
• status: staged
• Candidate: Test Results: | "Sullivan's soccer practice..." | family | ✅ Correct | | "Your Amazon order has shipped" | other | ✅ Correct | | "School calendar update..." | family | ✅ Correct |
• confidence: 0.62
• evidence: memory/2026-04-23.md:149-151
• recalls: 0
• status: staged
• Candidate: Test Results: Accuracy: 5/5 (100%)
• confidence: 0.62
• evidence: memory/2026-04-23.md:153-153
• recalls: 0
• status: staged
• Candidate: Key Design Decisions: Sender-based distinction: coach@ → family, doctor@ → appointment; Newsletter: Summarized, never calendar'd; Family: Always notifies, tries calendar if event detected; Local inference: qwen2.5-coder:7b, ~2s classification
• confidence: 0.62
• evidence: memory/2026-04-23.md:156-159
• recalls: 0
• status: staged
• Candidate: Newsletter Handler Output Example: 📰 Weekly AI Digest: LLM Updates
• confidence: 0.62
• evidence: memory/2026-04-23.md:163-163
• recalls: 0
• status: staged
• Candidate: Newsletter Handler Output Example: • OpenAI released GPT-5 with enhanced reasoning skills. • Anthropic launched Claude 4, featuring a 200K context window. • Local models like phi4:14b show competitive performance to cloud models.
• confidence: 0.62
• evidence: memory/2026-04-23.md:165-167
• recalls: 0
• status: staged
• Candidate: Next Steps: Deploy and test with real emails; Monitor classification accuracy over time; Add learning loop for manual corrections
• confidence: 0.62
• evidence: memory/2026-04-23.md:171-173
• recalls: 0
• status: staged
• Candidate: Final Brief Review: Reviewed Wadsworth's content-pipeline-v2-final.md spec; Created response doc with 5 clarifications needed; Matt approved implementation direction
• confidence: 0.62
• evidence: memory/2026-04-22.md:36-38
• recalls: 0
• status: staged
• Candidate: Phase 0: Foundation (COMPLETE): SQLite Schema
• confidence: 0.62
• evidence: memory/2026-04-22.md:41-41
• recalls: 0
• status: staged
• Candidate: Phase 0: Foundation (COMPLETE): Verified existing content_briefs_v2 table in blog/storage.py; Schema matches spec: id, title, struggle_angle, origin_story, attempts, the_moment, the_fix, reflection, voice_checklist, status, style_reference, target_length, created_by, created_
• confidence: 0.62
• evidence: memory/2026-04-22.md:42-43
• recalls: 0
• status: staged
• Candidate: Phase 0: Foundation (COMPLETE): Pydantic Models (existing in blog/models.py)
• confidence: 0.62
• evidence: memory/2026-04-22.md:45-45
• recalls: 0
• status: staged
• Candidate: Phase 0: Foundation (COMPLETE): BriefAttempt, VoiceChecklist, CreateBriefRequest, UpdateBriefRequest; BriefSummary, BriefDetail, BriefListResponse, BriefDetailResponse; SubmitBriefResponse, ApproveBriefResponse, RejectBriefResponse, BriefOutputResponse
• confidence: 0.62
• evidence: memory/2026-04-22.md:46-48
• recalls: 0
• status: staged
• Candidate: Phase 1: Backend Core (COMPLETE): New Components Created:
• confidence: 0.62
• evidence: memory/2026-04-22.md:51-51
• recalls: 0
• status: staged
• Candidate: Phase 1: Backend Core (COMPLETE): | Module | File | Purpose | |--------|------|---------| | Enhanced Validation | blog/validation/brief.py | Struggle-first checks, voice checklist validation | | Struggle Scorer | blog/metrics/struggle.py | Heuristic calculation (I-statements,
• confidence: 0.62
• evidence: memory/2026-04-22.md:53-56
• recalls: 0
• status: staged
• Candidate: Phase 1: Backend Core (COMPLETE): | Telegram Notifier | blog/notifications/telegram.py | Approval DMs to Matt, author notifications | | Style Loader | blog/style/loader.py | JSON style example loading, few-shot context | | Style Example | `shared/style-examples/dns-night.json
• confidence: 0.62
• evidence: memory/2026-04-22.md:57-59
• recalls: 0
• status: staged
• Candidate: Phase 1: Backend Core (COMPLETE): API Endpoints Live:
• confidence: 0.62
• evidence: memory/2026-04-22.md:61-61
• recalls: 0
• status: staged
• Candidate: Phase 1: Backend Core (COMPLETE): POST /api/v1/content/briefs — Create brief; GET /api/v1/content/briefs — List briefs; GET /api/v1/content/briefs/{id} — Get brief; POST /api/v1/content/briefs/{id}/submit → Telegram DM to Matt for approval
• confidence: 0.62
• evidence: memory/2026-04-22.md:62-65
• recalls: 0
• status: staged
• Candidate: Phase 1: Backend Core (COMPLETE): POST /api/v1/content/briefs/{id}/approve → Approve + trigger generation (Matt only); POST /api/v1/content/briefs/{id}/reject → Reject with feedback (Matt only); GET /api/v1/content/briefs/{id}/output — Get generated content; `GET /api/v1/co
• confidence: 0.62
• evidence: memory/2026-04-22.md:66-69
• recalls: 0
• status: staged
• Candidate: Status: MVP Backend Complete: All brief CRUD operations functional; Telegram approval flow integrated; Struggle-first validation active; Style example template ready (needs Matt's content)
• confidence: 0.62
• evidence: memory/2026-04-22.md:72-75
• recalls: 0
• status: staged
• Candidate: Blockers for Phase 2: dns-night.json needs actual content from Matt's article; Daedalus to implement frontend components (StruggleBriefForm, VoiceChecklist, etc.)
• confidence: 0.62
• evidence: memory/2026-04-22.md:78-79
• recalls: 0
• status: staged
• Candidate: Next Steps: Matt fills dns-night.json with actual article structure; Phase 2: Prompt template v2 + generation integration; Phase 3: Daedalus frontend integration
• confidence: 0.62
• evidence: memory/2026-04-22.md:82-84
• recalls: 0
• status: staged
• Candidate: Next Steps: Session end: 16:39 UTC
• confidence: 0.62
• evidence: memory/2026-04-22.md:87-87
• recalls: 0
• status: staged
• Candidate: Assistant: Now let me verify the CSS is valid and complete by reading the full file to check for any issues:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:127-127
• recalls: 0
• status: staged
• Candidate: Assistant: The CSS is looking good. Let me now run a quick validation to make sure there are no missing variables:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:128-128
• recalls: 0
• status: staged
• Candidate: Assistant: All the variables look properly defined. Now let me verify the base template is correct:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:129-129
• recalls: 0
• status: staged
• Candidate: Assistant: The implementation is complete. Let me give Matt a summary:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:130-130
• recalls: 0
• status: staged
• Candidate: Assistant: Done. Sprint 1 implemented: Typography - Source Serif 4 for body text (the "Roman spa" feel) - Inter for headings (clean, modern) - JetBrains Mono for code Layout - Content width narrowed to 680px (Paul Graham-style) - Generous whitespace throughout - Line heig
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:131-131
• recalls: 0
• status: staged
• Candidate: Assistant: Also need to add it to the defaults.models section:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:132-132
• recalls: 0
• status: staged
• Candidate: Assistant: Done. Now spawning a test Socrates session on kimi-k2.6:cloud:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:133-133
• recalls: 0
• status: staged
• Candidate: Assistant: Config updated but the gateway hasn't picked it up yet. Need to restart the OpenClaw gateway to reload the config. Want me to do that?
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:134-134
• recalls: 0
• status: staged
• Candidate: Assistant: Gateway is running. Now let me try the model swap:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:138-138
• recalls: 0
• status: staged
• Candidate: Assistant: Done. Now running on kimi-k2.6:cloud with kimi-k2.5:cloud and phi4:14b as fallbacks. Also cleaned up three stale contextTokens keys from the agent list entries that were blocking the gateway restart. Config is valid now.
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:139-139
• recalls: 0
• status: staged
• Candidate: User: System (untrusted): [2026-04-21 16:10:50 UTC] Exec failed (brisk-ri, signal SIGKILL) :: ind=loopback (127.0.0.1), port=18789 (service args) Probe target: ws://127.0.0.1:18789 Dashboard: http://127.0.0.1:18789/ Probe note: Loopback-only gateway; only local clients can… Let’s
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:140-140
• recalls: 0
• status: staged
• Candidate: Assistant: Matt wants me to: 1. Do an introduction as Socrates using the new kimi-k2.6:cloud model 2. Run a quick assessment of our backend setup so far Let me provide a comprehensive but concise overview of our backend architecture, covering: - Infrastructure (titanium-butler, G
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:141-141
• recalls: 0
• status: staged
• Candidate: User: Will you run some tests through LocalAI? I want a solid workflow for blog post automation. Ideas for stories go in, well-written and tone matched blogs come out. Ability to automate generation and deployment cadence
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:142-142
• recalls: 0
• status: staged
• Candidate: Assistant: Let me read the LocalAI skill to make sure I'm using it right, then build you a test workflow.
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:143-143
• recalls: 0
• status: staged
• Candidate: Assistant: That's Google's Gemini CLI, not our local setup. Our LocalAI Content Engine is custom-built on the Gaming PC's phi4:14b via Ollama. Let me check the actual implementation:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:144-144
• recalls: 0
• status: staged
• Candidate: Assistant: The LocalAI Content Engine with those three endpoints exists in MEMORY.md as a planned/implemented feature, but I can't find the actual code. It may have been planned but not yet implemented, or exists in a different location. Let me check the API spec and project docs
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:145-145
• recalls: 0
• status: staged
• Candidate: Assistant: I see the LocalAI Content Engine was documented in MEMORY.md but I can't find the actual implementation. It may have been planned but not yet built. Let me check if there's a separate content generation module or if it's in the project docs:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:146-146
• recalls: 0
• status: staged
• Candidate: Assistant: Now I see — the LocalAI Content Engine is documented in the content generation pipeline spec, but it hasn't been implemented yet. The spec calls for a 5-stage pipeline using both cloud (GLM 5.1) and local (Gaming PC phi4:14b or Qwen2.5-32B) models. Let me check what's
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:147-147
• recalls: 0
• status: staged
• Candidate: Assistant: Good — phi4:14b is available on the Gaming PC. Now let me build a test workflow. I'll create a simple content generation script that hits the local Ollama endpoint and generates blog content from ideas:
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:148-148
• recalls: 0
• status: staged
• Candidate: Assistant: The test is complete. Here's the assessment: --- ## LocalAI Content Engine — Test Results ### Performance | Metric | Result | |--------|--------| | Model | phi4:14b on Gaming PC (Tailscale) | | Title generation | ~8s, 3 options | | Draft generation | **34.1
• confidence: 0.58
• evidence: memory/.dreams/session-corpus/2026-04-21.txt:149-149
• recalls: 0
• status: staged