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Integrate Ollama for heartbeats and routine tasks - local LLM for zero cost

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Jarvis
2026-02-05 10:29:44 -07:00
parent dc40242efc
commit f773d044b9
4 changed files with 29 additions and 28 deletions
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agents/main/sessions/bd8ce668-8db7-49eb-8dfa-67aac370286a.jsonl
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@@ -232,3 +232,9 @@
{"type":"message","id":"07903fd0","parentId":"87729967","timestamp":"2026-02-05T17:29:35.520Z","message":{"role":"toolResult","toolCallId":"toolu_017boH36BW6Wf7V1NFXiyT1c","toolName":"edit","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"edit\",\n \"error\": \"File not found: openclaw.json\"\n}"}],"details":{"status":"error","tool":"edit","error":"File not found: openclaw.json"},"isError":false,"timestamp":1770312575518}}
{"type":"message","id":"caa89c12","parentId":"07903fd0","timestamp":"2026-02-05T17:29:35.533Z","message":{"role":"toolResult","toolCallId":"toolu_01CtfMDFbA7Mjq54BPCWE9cZ","toolName":"edit","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"edit\",\n \"error\": \"File not found: openclaw.json\"\n}"}],"details":{"status":"error","tool":"edit","error":"File not found: openclaw.json"},"isError":false,"timestamp":1770312575528}}
{"type":"message","id":"18845e31","parentId":"caa89c12","timestamp":"2026-02-05T17:29:35.557Z","message":{"role":"toolResult","toolCallId":"toolu_01T3CB3x2B6N8ZVHUoJRHh43","toolName":"write","content":[{"type":"text","text":"Successfully wrote 724 bytes to workspace/HEARTBEAT.md"}],"isError":false,"timestamp":1770312575541}}
{"type":"message","id":"a1181d53","parentId":"18845e31","timestamp":"2026-02-05T17:29:35.590Z","message":{"role":"toolResult","toolCallId":"toolu_013BF7kfwLkcFYQRHqL7TgsF","toolName":"exec","content":[{"type":"text","text":"[master dc40242] Integrate Ollama for heartbeats and routine tasks - local LLM for zero cost\n 5 files changed, 109 insertions(+), 16 deletions(-)\n create mode 100644 workspace/workspace/HEARTBEAT.md"}],"details":{"status":"completed","exitCode":0,"durationMs":34,"aggregated":"[master dc40242] Integrate Ollama for heartbeats and routine tasks - local LLM for zero cost\n 5 files changed, 109 insertions(+), 16 deletions(-)\n create mode 100644 workspace/workspace/HEARTBEAT.md","cwd":"/home/jramos/.openclaw/workspace"},"isError":false,"timestamp":1770312575583}}
{"type":"message","id":"f4a6dd32","parentId":"a1181d53","timestamp":"2026-02-05T17:29:44.746Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"I'm running into the path issue again - I'm in the workspace directory context when I read files, but when I write/edit they need to be from the git repo root. Let me use the correct paths from /home/jramos/.openclaw/","thinkingSignature":"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"},{"type":"text","text":"Let me fix the paths - I need to use absolute paths from the git root:"},{"type":"toolCall","id":"toolu_01VZwaUDtDervv9dbCyhgfEK","name":"edit","arguments":{"path":"/home/jramos/.openclaw/workspace/OPTIMIZATION.md","oldText":"## MODEL SELECTION\n\n### Default: Always use Haiku\n\nSwitch to **Sonnet** ONLY when:\n- Architecture decisions\n- Production-like code review\n- Security analysis\n- Complex debugging/reasoning\n- Strategic multi-project decisions\n\n### Decision Rule\n\n**When in doubt:** Try Haiku first.\n\nIf Haiku struggles or gives incomplete answers, escalate to Sonnet.","newText":"## MODEL SELECTION\n\n### Tier 1: Ollama (Free Local)\nUse for:\n- File checking and organization\n- Heartbeat tasks (status checks, log review)\n- Simple templating/formatting\n- Non-critical analysis\n\n**Advantage:** Free, instant, zero API cost\n\n### Tier 2: Default - Haiku\n\nSwitch to **Sonnet** ONLY when:\n- Architecture decisions\n- Production-like code review\n- Security analysis\n- Complex debugging/reasoning\n- Strategic multi-project decisions\n\n### Decision Rule\n\n- **Ollama first** for routine/repetitive work\n- **Haiku second** for most other tasks\n- **Sonnet last** for genuinely complex thinking\n\n**When in doubt:** Try Ollama first, escalate if needed."}},{"type":"toolCall","id":"toolu_01RAjyThiRwZdaVS7diYCUYz","name":"edit","arguments":{"path":"/home/jramos/.openclaw/workspace/OPTIMIZATION.md","oldText":"**Monthly Budget:**\n- **$20 total**\n- **Warn at 75%** ($15 spent)","newText":"**Monthly Budget:**\n- **$20 total**\n- **Warn at 75%** ($15 spent)\n- **Ollama tasks are free** — prioritize for routine work"}},{"type":"toolCall","id":"toolu_01HezHVdW4XFa7KMGMyF4nsB","name":"edit","arguments":{"path":"/home/jramos/.openclaw/openclaw.json","oldText":" \"auth\": {\n \"profiles\": {\n \"anthropic:default\": {\n \"provider\": \"anthropic\",\n \"mode\": \"token\"\n }\n }\n },","newText":" \"auth\": {\n \"profiles\": {\n \"anthropic:default\": {\n \"provider\": \"anthropic\",\n \"mode\": \"token\"\n },\n \"ollama:local\": {\n \"provider\": \"ollama\",\n \"mode\": \"http\",\n \"endpoint\": \"http://192.168.1.81:11434\"\n }\n }\n },"}},{"type":"toolCall","id":"toolu_014nEtWbjv96SZhYzvcnfFm8","name":"edit","arguments":{"path":"/home/jramos/.openclaw/openclaw.json","oldText":" \"models\": {\n \"anthropic/claude-opus-4-5\": {\n \"alias\": \"opus\"\n },\n \"anthropic/claude-sonnet-4-5\": {\n \"alias\": \"sonnet\"\n },\n \"anthropic/claude-haiku-4-5\": {\n \"alias\": \"haiku\"\n }\n },","newText":" \"models\": {\n \"anthropic/claude-opus-4-5\": {\n \"alias\": \"opus\"\n },\n \"anthropic/claude-sonnet-4-5\": {\n \"alias\": \"sonnet\"\n },\n \"anthropic/claude-haiku-4-5\": {\n \"alias\": \"haiku\"\n },\n \"ollama/llama3.2:latest\": {\n \"alias\": \"ollama\"\n }\n },"}},{"type":"toolCall","id":"toolu_01KZocmgtQmPP4CX7oomWdqP","name":"exec","arguments":{"command":"rm -rf /home/jramos/.openclaw/workspace/workspace && cd /home/jramos/.openclaw && git add -A && git commit -m \"Integrate Ollama for heartbeats and routine tasks - local LLM for zero cost\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-haiku-4-5","usage":{"input":14,"output":1196,"cacheRead":57614,"cacheWrite":2571,"totalTokens":61395,"cost":{"input":0.000014,"output":0.00598,"cacheRead":0.005761400000000001,"cacheWrite":0.0032137500000000005,"total":0.01496915}},"stopReason":"toolUse","timestamp":1770312575590}}
{"type":"message","id":"f1559124","parentId":"f4a6dd32","timestamp":"2026-02-05T17:29:44.759Z","message":{"role":"toolResult","toolCallId":"toolu_01VZwaUDtDervv9dbCyhgfEK","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in /home/jramos/.openclaw/workspace/OPTIMIZATION.md."}],"details":{"diff":" ...\n 15 ---\n 16 \n 17 ## MODEL SELECTION\n 18 \n-19 ### Default: Always use Haiku\n+19 ### Tier 1: Ollama (Free Local)\n+20 Use for:\n+21 - File checking and organization\n+22 - Heartbeat tasks (status checks, log review)\n+23 - Simple templating/formatting\n+24 - Non-critical analysis\n 20 \n+26 **Advantage:** Free, instant, zero API cost\n+27 \n+28 ### Tier 2: Default - Haiku\n+29 \n 21 Switch to **Sonnet** ONLY when:\n 22 - Architecture decisions\n 23 - Production-like code review\n 24 - Security analysis\n 25 - Complex debugging/reasoning\n 26 - Strategic multi-project decisions\n 27 \n 28 ### Decision Rule\n 29 \n-30 **When in doubt:** Try Haiku first.\n+39 - **Ollama first** for routine/repetitive work\n+40 - **Haiku second** for most other tasks\n+41 - **Sonnet last** for genuinely complex thinking\n 31 \n-32 If Haiku struggles or gives incomplete answers, escalate to Sonnet.\n+43 **When in doubt:** Try Ollama first, escalate if needed.","firstChangedLine":19},"isError":false,"timestamp":1770312584756}}
{"type":"message","id":"bbed2fda","parentId":"f1559124","timestamp":"2026-02-05T17:29:44.769Z","message":{"role":"toolResult","toolCallId":"toolu_01RAjyThiRwZdaVS7diYCUYz","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in /home/jramos/.openclaw/workspace/OPTIMIZATION.md."}],"details":{"diff":" ...\n 10 \n 11 **Monthly Budget:**\n 12 - **$20 total**\n 13 - **Warn at 75%** ($15 spent)\n+14 - **Ollama tasks are free** — prioritize for routine work\n 14 \n 15 ---\n 16 \n 17 ## MODEL SELECTION\n ...","firstChangedLine":14},"isError":false,"timestamp":1770312584767}}
{"type":"message","id":"46bea485","parentId":"bbed2fda","timestamp":"2026-02-05T17:29:44.778Z","message":{"role":"toolResult","toolCallId":"toolu_01HezHVdW4XFa7KMGMyF4nsB","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in /home/jramos/.openclaw/openclaw.json."}],"details":{"diff":" ...\n 16 \"profiles\": {\n 17 \"anthropic:default\": {\n 18 \"provider\": \"anthropic\",\n 19 \"mode\": \"token\"\n+20 },\n+21 \"ollama:local\": {\n+22 \"provider\": \"ollama\",\n+23 \"mode\": \"http\",\n+24 \"endpoint\": \"http://192.168.1.81:11434\"\n 20 }\n 21 }\n 22 },\n 23 \"agents\": {\n ...","firstChangedLine":20},"isError":false,"timestamp":1770312584776}}
{"type":"message","id":"b76fecbc","parentId":"46bea485","timestamp":"2026-02-05T17:29:44.793Z","message":{"role":"toolResult","toolCallId":"toolu_014nEtWbjv96SZhYzvcnfFm8","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in /home/jramos/.openclaw/openclaw.json."}],"details":{"diff":" ...\n 38 \"alias\": \"sonnet\"\n 39 },\n 40 \"anthropic/claude-haiku-4-5\": {\n 41 \"alias\": \"haiku\"\n+42 },\n+43 \"ollama/llama3.2:latest\": {\n+44 \"alias\": \"ollama\"\n 42 }\n 43 },\n 44 \"workspace\": \"/home/jramos/.openclaw/workspace\",\n 45 \"compaction\": {\n ...","firstChangedLine":42},"isError":false,"timestamp":1770312584784}}