[GENESIS]: Four agents running: | # | Agent | Mission | Status | |---|-------|---------|--------| | 1 | AIVA tool access | IDENTITY.md + native commands | Finishing up | | 2 | Model research (tool use) | Best local LLM for M4 | Researching | | 3 | Model research (vision) | Vision+tool combo models | Researching | | 4 | **Telnyx voice calling** | **Direct calls to your phone** | **Just started** | The voice calling agent is checking if Telnyx has a built-in `ai_assistant_start` feature that does STT→LLM→TTS automatically — that'd be the fastest path to getting you talking instead of typing. Check your Telegram for AIVA's message (msg_id 70). She should be responsive again on glm-4.7-flash. [KINAN]: a4c5bfd completed Agent "Give AIVA full tool access" completed Everything is running. The logs show normal gateway activity. Here is the complete report. --- ## Mission Complete: AIVA Full Tool/Shell Access on Mac Mini ### Summary of Changes **Fix 1 -- Native Commands Config** (`~/.openclaw/openclaw.json`) - **BEFORE**: `"commands": {"native": "auto", "nativeSkills": "auto"}` - **AFTER**: `"commands": {"native": true, "nativeSkills": true}` - Note: The valid values for the OpenClaw schema are `true`, `false`, or `"auto"` (defined as `z.union([z.boolean(), z.literal("auto")])`). The string `"on"` from the original instructions was invalid. Using `true` (boolean) forces native commands to always be enabled, regardless of model conservatism. **Fix 2 -- IDENTITY.md** (written to both locations) - **BEFORE**: Minimal 10-line identity that said "Sovereign digital entity" but had zero mention of shell access, file system access, or tool capabilities - **AFTER**: Comprehensive identity document that explicitly states: - "You have FULL shell access on this Mac Mini" - "You CAN and SHOULD run terminal commands" - "NEVER say I cannot access your file system -- YOU CAN AND YOU MUST" - Lists all available tools: shell, Python, browser, network, Telegram, memory - Written to: `/Users/aivagenesis/.openclaw/workspace/IDENTITY.md` AND `/Users/aivagenesis/.openclaw/agents/voice/agent/IDENTITY.md` **Fix 3 -- USER.md** - Already existed with correct Kinan profile. No changes needed. **Fix 4 -- SYSTEM.md** (NEW -- did not exist before) - **BEFORE**: No SYSTEM.md in either location - **AFTER**: Created system prompt that instructs AIVA to: - ALWAYS use tools (shell, file access, Python, web search, browser) - NEVER claim inability to access the system - Action over explanation - Lists all available native commands - Explicitly forbids saying "I am just a text model" or "I cannot run commands" - Written to: `/Users/aivagenesis/.openclaw/workspace/SYSTEM.md` AND `/Users/aivagenesis/.openclaw/agents/voice/agent/SYSTEM.md` **Fix 5 -- Gateway Restart** - Gateway stopped, reinstalled, and restarted - Status confirmed: `Runtime: running (pid 38020)`, `RPC probe: ok`, `bind=lan (0.0.0.0)` **Fix 6 -- Sessions Cleared** - Deleted `sessions.json` from both `voice` and `main` agent directories to clear any cached system prompts **Fix 7 -- Test Command** - Ran `openclaw agent --agent voice --message 'Run: echo AIVA_TEST_SUCCESS'` - Output confirmed: `AIVA_TEST_SUCCESS` appeared in the output - The agent DID execute the shell command **Fix 8 -- Telegram Confirmation** - Sent successfully: Message ID 72 - Message text: "Kinan! Full system access is now configured. Native commands=true. I can run scripts and manage the Mac Mini. Try asking me to run something!" ### Key Files Modified on Mac Mini | File | Action | |------|--------| | `~/.openclaw/openclaw.json` | `commands.native` and `commands.nativeSkills` set to `true` | | `~/.openclaw/workspace/IDENTITY.md` | Rewritten with full capability documentation | | `~/.openclaw/agents/voice/agent/IDENTITY.md` | Copy of workspace IDENTITY.md | | `~/.openclaw/workspace/SYSTEM.md` | NEW -- system prompt enforcing tool usage | | `~/.openclaw/agents/voice/agent/SYSTEM.md` | Copy of workspace SYSTEM.md | ### Root Cause Analysis The issue had three layers: 1. **Config layer**: `commands.native: "auto"` let the model (Gemini 2.5 Flash) decide whether to use native commands. Being conservative, it opted not to. Setting to `true` forces it. 2. **Identity layer**: The old IDENTITY.md had no mention of system capabilities, so the model had no context about what it could do. 3. **System prompt layer**: No SYSTEM.md existed at all, so there were no instructions telling the model to use its tools. total_tokens: 73924 tool_uses: 44 duration_ms: 780501 Full transcript available at: /tmp/claude-1000/-mnt-e-genesis-system/tasks/a4c5bfd.output [GENESIS]: AIVA tool access fix is done. Three layers were broken, all fixed: 1. **Config**: `native: "auto"` → `native: true` (forces tool use) 2. **IDENTITY.md**: Rewrote to explicitly say "you have FULL shell access, NEVER say you can't" 3. **SYSTEM.md**: Created from scratch — didn't exist before. Now instructs AIVA to always use tools Test confirmed working — AIVA executed `echo AIVA_TEST_SUCCESS` via shell. Telegram confirmation sent (msg_id: 72). **Try messaging AIVA on Telegram now** — ask her to run something like "check disk space" or "what's running on this machine." She should actually do it this time. Three agents still running: both model research agents + the Telnyx voice calling agent (that's the big one for getting you off the keyboard). [KINAN]: yes we communicated but still quite a delay [GENESIS]: You've hit your limit · resets 4pm (Australia/Brisbane) [KINAN]: Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to. [KINAN]: /rate-limit-options rate-limit-options [KINAN]: Login successful [KINAN]: a52a142 completed Agent "Research best local model for AIVA" completed You've hit your limit · resets 4pm (Australia/Brisbane) total_tokens: 0 tool_uses: 45 duration_ms: 348775 Full transcript available at: /tmp/claude-1000/-mnt-e-genesis-system/tasks/a52a142.output [GENESIS]: You've hit your limit · resets 4pm (Australia/Brisbane) [KINAN]: a7f14a4 completed Agent "Add vision requirement to model research" completed You've hit your limit · resets 4pm (Australia/Brisbane) total_tokens: 0 tool_uses: 46 duration_ms: 331452 Full transcript available at: /tmp/claude-1000/-mnt-e-genesis-system/tasks/a7f14a4.output [GENESIS]: You've hit your limit · resets 4pm (Australia/Brisbane) [KINAN]: a866160 completed Agent "Build Telnyx direct voice calling" completed You've hit your limit · resets 4pm (Australia/Brisbane) total_tokens: 0 tool_uses: 36 duration_ms: 224578 Full transcript available at: /tmp/claude-1000/-mnt-e-genesis-system/tasks/a866160.output [GENESIS]: You've hit your limit · resets 4pm (Australia/Brisbane) [KINAN]: Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to. [KINAN]: /rate-limit-options rate-limit-options [KINAN]: Login successful [KINAN]: continue [GENESIS]: All three agents hit rate limits before finishing. Let me check what they managed to save before getting cut off: [GENESIS]: Both model research reports were saved. The Telnyx voice calling agent didn't save a report but likely got far. Let me check what it built: [KINAN]: This session is being continued from a previous conversation that ran out of context. The summary below covers the earlier portion of the conversation. Analysis: Let me chronologically analyze the entire conversation: 1. **Session Recovery** - User asked why the session failed to respawn after compaction. I diagnosed that 7 background agents caused a context death spiral - context jumped from fine to critical too fast, `/compact` failed with "Conversation too long", and the session became unresponsive. 2. **Post-compaction recovery** - I executed the Immortal Session Protocol recovery: checked supermemory, read hive/progress files, checked TaskList, read research reports from the previous session. 3. **Previous session work recovered**: 6 research agents had completed (ClawdTalk, Gemini credits, K2.5, OpenClaw TUI, vibe coding, combined). Reports saved to Research reports/ directory. 4. **ClawdTalk Install** - User said "finish clawdtalk install. I upgraded to highest pro plan with 500 minutes per month." I started doing the work myself via SSH. 5. **Command Centre Doctrine** - User corrected me: "you are the lead orchestrator and delegator. not the worker. you remain here with me attentive and spawn agents for the work." I then committed this to MEMORY.md as the #1 priority directive. 6. **User wanted to commit this approach to memory** - I updated MEMORY.md with the Command Centre Doctrine. 7. **Phone call test** - User tried calling but it didn't answer. I discovered ClawdTalk only supports US/CA numbers, not Australian (+61). 8. **User gave mobile number** - +61477786847. I tried calling via ClawdTalk which failed with "Voice calls are available for US/CA numbers." 9. **Voice-call plugin issues** - Updated voice-call from mock to telnyx, but the config schema was wrong (extra fields not allowed), broke OpenClaw. Fixed by reverting. 10. **Telegram issues** - AIVA wasn't responding on Telegram. Found orphaned user messages, voice-call plugin blocking gateway with connectionId error, and wrong chat IDs being used. Correct chat ID: 434761400. 11. **User asked about TTS** - Wanted to hear me speak. Attempted Telegram message but had wrong chat ID initially. 12. **Dual-mode AIVA** - User asked "can she parallelise so responsive and in background deep?" I explained the dual-agent architecture (fast Gemini Flash for chat, deep Claude Sonnet 4 for background). 13. **User reminded me to delegate** - "if you fix these things you wont stay responsive enough to me as you will get caught up. Delegate instead!" 14. **Context tracker dashboard** - User wanted a context tracker. I tried AskUserQuestion but user rejected the form. Said "lets try all out one by one- see what works best." I spawned agents for HTML tracker and Terminal TUI tracker. 15. **OpenClaw community dashboards** - User asked about dashboards others are building. I read the research report and found tugcantopaloglu/openclaw-dashboard, grp06/openclaw-studio, manish-raana/openclaw-mission-control. User said "proactively set up best recommended options" - I spawned agents for tugcantopaloglu (port 7777) and OpenClaw Studio (port 7001). 16. **AIVA model discussion** - User clarified AIVA IS glm-4.7-flash on Ollama, runs free on Mac Mini. Previous agent had switched to Gemini Flash which uses OpenRouter credits. I reverted to glm-4.7-flash. 17. **AIVA tool access** - AIVA was saying "I'm just a text model, can't run scripts." Root cause: commands.native was "auto", no IDENTITY.md with capabilities, no SYSTEM.md. Fix agent wrote proper IDENTITY.md, SYSTEM.md, set native to true. 18. **Model research** - User confirmed glm-4.7-flash might not be best, asked for research. Also added vision as important requirement. Two research agents spawned. 19. **Telnyx voice calling** - User said "lets get telnyx api calls happening as urgent. i need to stop typing asap." Spawned agent to build direct Telnyx Call Control API calling. 20. **Rate limits hit** - All three remaining agents (model research x2, Telnyx voice) hit rate limits. Model research reports were saved but Telnyx voice calling script was NOT deployed to Mac Mini. 21. **AIVA delay** - User noted communication with AIVA has delay. This is likely due to glm-4.7-flash being slow locally. Key files and changes: - MEMORY.md updated with Command Centre Doctrine - Mac Mini OpenClaw config modified multiple times - IDENTITY.md and SYSTEM.md created on Mac Mini - Multiple dashboards installed on Mac Mini - Research reports saved Errors encountered: - ClawdTalk US/CA only for voice - voice-call plugin schema validation failures - Wrong Telegram chat IDs - Gateway restart issues (need install after stop) - Corrupted sessions causing orphaned messages - voice-call telnyx config needs connectionId - cron blocked by macOS TCC (used LaunchAgent instead) - Port 7000 occupied by macOS ControlCenter (used 7777) - Rate limits hit on all remaining agents Summary: 1. Primary Request and Intent: - **Session Recovery**: User asked why the immortal session failed to respawn after compaction. Wanted seamless continuity. - **ClawdTalk Install**: Finish installing ClawdTalk on AIVA's Mac Mini. User upgraded to Pro plan (500 min/month). - **Command Centre Doctrine**: User wants me (Claude) to be the orchestrator/delegator staying attentive, NOT the worker. All execution dispatched to background agents. - **Voice Calling URGENT**: User wants to STOP TYPING and START TALKING to AIVA via phone. Telnyx direct calling to +61477786847. - **AIVA Tool Access**: AIVA was saying "I'm just a text model" — needed full shell/file access on her Mac Mini. - **AIVA Model**: Keep glm-4.7-flash as AIVA's core (free, local) but research if there's a better model with tool use + vision. - **Dashboards**: Set up monitoring dashboards — tried all options (HTML tracker, terminal TUI, community dashboards). - **Dual-mode AIVA**: Fast responsive for chat + deep background for autonomous work, running in parallel. 2. Key Technical Concepts: - **Command Centre Doctrine**: Claude = orchestrator, agents = workers. Max 3-4 background agents. Pre-compaction flush at 50%. - **OpenClaw**: v2026.2.6-3 on Mac Mini M4 (192.168.1.57), gateway port 18789, auth token-based - **ClawdTalk**: Telnyx voice bridge for OpenClaw, outbound WebSocket, v1.2.9, US/CA voice only - **Telnyx Call Control API**: Direct path for Australian calling, needs webhook or polling - **AIVA's brain**: glm-4.7-flash on Ollama (local, free, 24/7) - **OpenRouter**: Prepaid credits for cloud models (Gemini Flash, Claude Sonnet 4) — stops when empty, no overage - **LaunchAgents**: macOS persistence mechanism (cron blocked by TCC) - **Telegram**: @AivaTel_bot, chat ID 434761400, dmPolicy: pairing - **Model research findings**: Qwen3 14B (Q4_K_M) recommended — tool calling F1 0.971, ~10.7GB RAM, 128K context 3. Files and Code Sections: - `/home/authentic88/.claude/projects/-mnt-e-genesis-system/memory/MEMORY.md` - Critical: Updated with Command Centre Doctrine as #1 priority, compaction safety margin reduced to 50%, max 3-4 agents - Changed "IMMORTAL SESSION PROTOCOL" section, added "COMMAND CENTRE DOCTRINE" above it - Mac Mini: `~/.openclaw/openclaw.json` - OpenClaw master config, modified multiple times: - `commands.native`: "auto" → true (forces tool use) - `commands.nativeSkills`: "auto" → true - `agents.defaults.model.primary`: briefly changed to "openrouter/google/gemini-2.5-flash" then reverted to "ollama/glm-4.7-flash" - `plugins.entries.voice-call`: changed from mock→telnyx (broke schema)→disabled with mock - Mac Mini: `~/.openclaw/workspace/IDENTITY.md` and `~/.openclaw/agents/voice/agent/IDENTITY.md` - NEW: Comprehensive identity telling AIVA she has FULL shell access, file access, tool access. Explicitly forbids "I can't access your file system." - Mac Mini: `~/.openclaw/workspace/SYSTEM.md` and `~/.openclaw/agents/voice/agent/SYSTEM.md` - NEW: System prompt enforcing tool usage, listing available native commands - Mac Mini: `~/.openclaw/workspace/skills/clawdtalk-client/` - ClawdTalk installed, skill-config.json configured with API key, WebSocket CONNECTED and authenticated - Mac Mini: `~/Library/LaunchAgents/ai.clawdtalk.keepalive.plist` - NEW: Auto-start + 5-minute watchdog for ClawdTalk - Mac Mini: `~/Library/LaunchAgents/ai.openclaw.dashboard.plist` - NEW: tugcantopaloglu dashboard on port 7777 - Mac Mini: `~/Library/LaunchAgents/ai.openclaw.studio.plist` - NEW: OpenClaw Studio on port 7001 - `/mnt/e/genesis-system/apps/dashboard/context_tracker.html` + supporting files - NEW: Browser-based Genesis context tracker, dark theme, auto-refresh, served on port 8765 - `/mnt/e/genesis-system/apps/dashboard/context_tracker_tui.py` - NEW: Terminal curses-based war room tracker, stdlib only, 5-second refresh - `/mnt/e/genesis-system/Research reports/BEST_LOCAL_MODEL_AIVA_MAC_MINI_M4.md` - NEW: Model research — Qwen3 14B recommended (F1 0.971 tool calling) - `/mnt/e/genesis-system/Research reports/VISION_MODELS_AIVA_MAC_MINI_M4.md` - NEW: Vision model research for AIVA - `/mnt/e/genesis-system/Research reports/TELNYX_CLAWDTALK_AIVA_VOICE_INTEGRATION_REPORT.md` - Previous session: Full integration report with two paths (ClawdTalk vs Direct TeXML) 4. Errors and Fixes: - **ClawdTalk US/CA only**: Attempted call to +61477786847 failed with "Voice calls are available for US/CA numbers." Fix: Need direct Telnyx Call Control API instead. - **voice-call plugin schema validation**: Adding `fromNumber` and `apiKey` as flat properties caused "must NOT have additional properties." Fix: Reverted to `{"enabled": false, "config": {"provider": "mock"}}`. Correct schema requires nested `telnyx.apiKey` and `telnyx.connectionId`. - **voice-call connectionId required**: `plugins.entries.voice-call.config.telnyx.connectionId is required` — blocked gateway startup. Fix: Disabled the plugin entirely. - **Wrong Telegram chat IDs**: Tried 477786847 (phone number) and 1087488420 — both failed with "chat not found." Fix: Found correct ID 434761400 from `AIVA/aiva_config.env`. - **Gateway restart sequence**: `gateway restart` failed. Must use `gateway stop` → `gateway install` → `gateway start` (LaunchAgent unloads on stop). - **Orphaned user messages**: Sessions corrupted during restarts causing "Removed orphaned user message to prevent consecutive user turns." Fix: Deleted sessions.json files. - **Port 7000 occupied**: macOS ControlCenter (AirPlay Receiver) uses port 7000. Fix: tugcantopaloglu dashboard uses port 7777. - **cron blocked by TCC**: macOS privacy restrictions blocked crontab. Fix: Used LaunchAgents instead. - **AIVA saying "I'm just a text model"**: Three-layer fix — `commands.native: true`, proper IDENTITY.md, new SYSTEM.md. - **Model accidentally switched**: Agent switched AIVA to Gemini 2.5 Flash (costs OpenRouter credits). User wanted glm-4.7-flash (free, local). Fix: Reverted immediately. - **Compaction death spiral**: 7 background agents flooded context. Fix: Updated protocol to max 3-4 agents, flush at 50% not 60%. - **Rate limits hit**: Three agents (model research x2, Telnyx voice) hit Claude rate limits. Model reports were saved, Telnyx voice script was NOT deployed. 5. Problem Solving: - **Solved**: ClawdTalk installed and connected (WebSocket authenticated v1.2.9 agentic mode) - **Solved**: AIVA Telegram communication restored (correct chat ID, sessions cleared, model working) - **Solved**: AIVA tool access (IDENTITY.md, SYSTEM.md, native commands true) - **Solved**: Four dashboards deployed (HTML tracker, TUI tracker, tugcantopaloglu:7777, Studio:7001) - **Solved**: Command Centre Doctrine committed to memory - **Ongoing**: AIVA response delay on Telegram (glm-4.7-flash is slow locally) - **Ongoing**: Need to read model research reports and potentially swap AIVA's model - **NOT solved**: Telnyx direct voice calling to Australian number — agent hit rate limit before deploying script 6. All User Messages: - "why has this session failed to respawn like it did successfully several times. can you pick up where it left off? it should have respawned at like 60% of context reached for optimal execution and safety margin before this kind of stalling?" - "finish clawdtalk install. I upgraded to highest pro plan with 500 minutes per month. lets go" - "you are the lead orchestrator and delegator. not the worker. you remain here with me attentive and spawn agents for the work" - "commit this command centre approach to memory so all sessions understand this" - "i rang the number but it didnt answer. can you also be the one I talk to?" - "try to call me via aiva on my mobile number now - +61 477786847" - "meanwhile can you use text to speech so i can hear you?" - "can she parallelise so responsive and in background deep?" - "if you fix these things you wont stay responsive enough to me as you will get caught up. Delegate instead!" - "i would like a context tracker in this dashboard" - "lets try all out one by one- see what works best" - "yes I need aiva tui dashboard. did the research agent find best dashboards openclaw agents are creating for people? I have heard positive stories.." - "proactively set up best recommended options" - "i was told glm 4.7 was ideal model? she uses all mac mini power to run this for free? yes she can run other agents but she herself should stay glm. if its not the best model we will reconsider?" - "she is a glm 4.7 model that lives as ollama model on mac mini" - "AIVA sent: I cannot execute local Python scripts or access your Mac Mini's terminal..." - "can you put aiva on fast mode for conversations?" - "can she paralellise so responsive and in background deep?" - "lets get telnyx api calls happening as urgent. i need to stop typing asap" - "i think there is little credit left there at present anyway and we cant go over? if no credits available." - "is glm 4.7 the perfect model yes or no?" - "yes we need research and consider we have a 24gb m4 mac mini with 512gb storage" - "tool use and vision is important" - "how did she use flash 2.5? with api credits?" - "no response since last message 2 mins ago and tui gateway disconnected" - "yes we communicated but still quite a delay" - "continue" 7. Pending Tasks: - **URGENT: Telnyx direct voice calling** — Agent hit rate limit before deploying. Script NOT on Mac Mini. Need to build and deploy `aiva_call.sh` that uses Telnyx Call Control API to call +61477786847 from +61731304225 with STT/TTS bidirectional conversation. - **Read and present model research reports** — Both `BEST_LOCAL_MODEL_AIVA_MAC_MINI_M4.md` and `VISION_MODELS_AIVA_MAC_MINI_M4.md` are saved but not yet reviewed with Kinan. Top recommendation so far: Qwen3 14B (Q4_K_M) for tool use. Need to check vision report. - **AIVA response delay** — glm-4.7-flash is slow. May need model swap based on research findings. User confirmed open to reconsidering if better option exists. - **Test AIVA tool access** — IDENTITY.md and SYSTEM.md written, native commands enabled, but user reported "still quite a delay." Need to verify AIVA actually runs commands when asked on Telegram. 8. Current Work: The most recent completed work was checking agent results after rate limits hit. All three final agents (model research x2, Telnyx voice) were cut off by rate limits. Model research reports were saved to disk. The Telnyx voice calling script was NOT deployed to the Mac Mini. The user's last substantive request was about Telnyx voice calling being URGENT: "lets get telnyx api calls happening as urgent. i need to stop typing asap" and then noted AIVA communication delay: "yes we communicated but still quite a delay." 9. Optional Next Step: **Resume Telnyx voice calling build** — the agent hit rate limits before deploying. Need to: 1. Read the model research reports and present findings to Kinan (Qwen3 14B vs vision models) 2. Build and deploy the Telnyx Call Control API script to Mac Mini so AIVA can call Kinan at +61477786847 3. The Telnyx voice agent had researched extensively (36 tool uses, 79K tokens) — check its output file for any code it wrote before getting cut off: `/tmp/claude-1000/-mnt-e-genesis-system/tasks/a866160.output` User's exact words: "lets get telnyx api calls happening as urgent. i need to stop typing asap" Key credentials for this: - Telnyx API: `KEY019BE7A3A2D749FCA8681CFF8448A7F0_vTMM1n77CtQxLDT2ra3P1z` - From number: `+61731304225` - Kinan mobile: `+61477786847` - Mac Mini SSH: `aiva-mini` Dashboard stack on Mac Mini (all running with LaunchAgents): - Gateway: port 18789 - tugcantopaloglu dashboard: port 7777 (`http://192.168.1.57:7777/`) - OpenClaw Studio: port 7001 (`http://192.168.1.57:7001/`) - ClawdTalk WebSocket: CONNECTED, authenticated If you need specific details from before compaction (like exact code snippets, error messages, or content you generated), read the full transcript at: /home/authentic88/.claude/projects/-mnt-e-genesis-system/a7e17cc0-f88d-40d7-bc72-f58a2310558f.jsonl Please continue the conversation from where we left off without asking the user any further questions. Continue with the last task that you were asked to work on. [GENESIS]: Post-compaction recovery active. Resuming where we left off. **Priority 1**: Telnyx voice calling (you said "urgent, need to stop typing asap") **Priority 2**: Model research results for AIVA Let me check what the Telnyx agent built before it got rate-limited, and read the model research reports in parallel. [GENESIS]: Good - I've recovered all the context. Here's where we stand: --- **Telnyx Voice Agent**: Hit rate limits mid-research. Key discoveries: - All 4 Telnyx numbers are connected to "Vapi" call control app - Telnyx has **54 built-in AI models** including Claude, GPT-5, Gemini 2.5 Flash - A Telnyx AI Assistant can handle calls natively (STT + LLM + TTS in one) **Model Research Results**: | | Text/Tools Only | Vision + Tools | |---|---|---| | **Top Pick** | **Qwen3 14B** (F1 0.971, ~10.7GB) | **GLM-4.6V-Flash 9B** (~8GB) | | Runner-up | Qwen3 8B (faster, F1 0.933) | Qwen3-VL 8B (best vision, needs middleware) | Key finding: **GLM-4.6V-Flash 9B** is the only model with native vision-driven tool calling. It's related to AIVA's current glm-4.7-flash. Only ~8GB RAM. --- Dispatching Telnyx voice calling agent now. This is your urgent priority. [GENESIS]: Voice agent dispatched in background. I'm here and attentive. **Quick model recommendation while we wait:** Your current **glm-4.7-flash** is decent for text but has no tool calling benchmarks and no vision. Two upgrade paths: 1. **Best for speed + tool use**: Swap to **Qwen3 8B** (~6GB, F1 0.933, ~25-30 tok/s) - much faster responses, great tool calling. Would fix the delay issue. 2. **Best for everything (vision + tools + conversation)**: Swap to **GLM-4.6V-Flash 9B** (~8GB) - same GLM family as current model, but adds vision + native tool calling. ~30-40 tok/s estimated. Either would be a significant upgrade. The voice calling agent is building the Telnyx solution now - I'll report back when it's ready to test. [KINAN]: swap her to GLM-4.6V-Flash 9B now [GENESIS]: On it. Dispatching model swap agent now. [GENESIS]: Both agents working in background: 1. **Telnyx voice calling** - building the call system so you can talk instead of type 2. **Model swap** - pulling GLM-4.6V-Flash 9B and swapping AIVA over I'm here and attentive. Will report the moment either completes. [KINAN]: but maybe delete the other model to save space? is that the right move ? [GENESIS]: I'd keep it for now as a fallback. Here's why: - **Disk**: 512GB SSD, both models together are ~16GB. Not a concern. - **RAM**: Ollama only loads the active model. Having glm-4.7-flash downloaded doesn't eat RAM. - **Rollback**: If GLM-4.6V-Flash has any issues, one config change swaps back instantly. Once we confirm the new model is solid for a day or two, then delete it: ``` ollama rm glm-4.7-flash ``` Smart to think about it though - on the 24GB RAM side, the new 8GB model actually leaves you **more** headroom than before. [KINAN]: i have to do some farm work for a while. see what you can accomplish on your own. you have my vision. also high priority is to build our memory mcp product under sunaiav.ai brand. do yuo understand this project? [GENESIS]: Got it. Go handle the farm - I'll be working. **What I understand about Sunaiva Memory MCP:** - Memory-as-a-Service product under the Sunaiva.ai brand - MCP server that gives any AI agent persistent memory - There's existing work in `Sunaiva/`, `Sunaiva/maas-core/`, `SUNAIVA_DNA_BRIEF.md` **My plan while you're AFK:** 1. **Monitor** the 2 running agents (Telnyx voice + model swap) - handle results 2. **RESEARCH-FIRST** - deep read of everything in `Sunaiva/`, all briefs, research, existing code 3. **Build** the memory MCP product based on what I find 4. **Keep context lean** - max 3-4 agents, pre-compaction flush if needed I'll have progress waiting for you when you get back. Go do the farm work. [GENESIS]: Noted - **sunaiva.ai** (not sunaiav.ai). I have it right in my research agent. The Sunaiva research is running now alongside the Telnyx voice and model swap agents. 3 agents active, all in background. I'm monitoring. [KINAN]: also keep aiva's telegram responsive while i'm away [GENESIS]: Got it. Let me check the model swap status and make sure AIVA's Telegram is live. [GENESIS]: Gateway is running. Let me test AIVA's Telegram directly and check what model she's on. [GENESIS]: Model swap agent hasn't pulled the new model yet. Only glm-4.7-flash (19GB!) is on there. Let me check if the agent is stuck and kick off the pull directly. [GENESIS]: Pulling the model now directly. And noted on the MVP tomorrow - will address that right after. [GENESIS]: **MVP tomorrow - understood.** Let me check the Sunaiva research and start breaking this into parallel workstreams. [GENESIS]: Research agent is in a long read. Let me start reading the core Sunaiva files directly so I can start planning the MVP build immediately while agents continue. [GENESIS]: Full power mode. Reading core vision docs now, then launching the build swarm. [GENESIS]: Roger. Full power - reading existing code now, then launching the build swarm. [GENESIS]: Good. I now have full picture of the Sunaiva AI Memory MCP product. Here's what exists and what needs building: **EXISTS**: Pipeline API, universal parser, entity extractor, MCP server template, landing page, Docker deployment stack **MVP GAPS**: Polish frontend, deploy backend, wire end-to-end, test with real data Launching the build swarm now - 3 parallel builders. [GENESIS]: Build swarm fully active — 6 agents running in parallel. Let me check the model pull for AIVA while they work. [GENESIS]: Model pull completed. Let me verify it's downloaded and update AIVA's config. [GENESIS]: New model downloaded (8GB vs 19GB - much lighter). Now updating AIVA's config and restarting gateway. [GENESIS]: Good. Now restart the gateway. [GENESIS]: Gateway needs manual bootstrap. Let me fix that. [GENESIS]: Gateway is down after the restart sequence. Let me start it directly. [GENESIS]: Gateway is back up and serving the AIVA Control UI. Now let me test that AIVA responds on Telegram with the new model. [GENESIS]: AIVA message to Telegram is processing with the new model. Build swarm status: | Agent | Task | Status | |---|---|---| | Telnyx voice | Phone calling for Kinan | Running | | Model swap | GLM-4.6V config (done manually) | Can stop | | Research | Sunaiva deep research | Running | | Frontend | Landing page + upload UI | Running | | Backend | Consolidated API server | Running | | MCP Server | Personal memory MCP | Running | Let me check the Telegram delivery and then wait for builders to complete. [GENESIS]: Telegram message is processing (new model generating response). Let me check build agent progress while we wait. [KINAN]: bf778a8 /tmp/claude-1000/-mnt-e-genesis-system/tasks/bf778a8.output completed Background command "Pull GLM-4.6V-Flash model on Mac Mini" completed (exit code 0) Read the output file to retrieve the result: /tmp/claude-1000/-mnt-e-genesis-system/tasks/bf778a8.output