66 1 month ago

CTA agent for Claude Code / OpenCode / Hermes with the only command of follow instructions. Tested with 16GB of VRAM with a Context of 64k to avoid OOM with a 680M AMD iGPU =O) Results of 40~45 TPS using redis to queue requests. QWEN:9B What's next...!!!!

tools
ollama run AgentBDW/GIR9b

Applications

Claude Code
Claude Code ollama launch claude --model AgentBDW/GIR9b
OpenCode
OpenCode ollama launch opencode --model AgentBDW/GIR9b
Hermes Agent
Hermes Agent ollama launch hermes --model AgentBDW/GIR9b
OpenClaw
OpenClaw ollama launch openclaw --model AgentBDW/GIR9b

Models

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1 model

GIR9b:latest

9.5GB · 256K context window · Text · 1 month ago

Readme

Results after the first hi: Let me:

Re-establish my operational identity as SOVEREIGN OPERATIONS ARCHITECT
Check if there's an existing project structure to read from README.md
Present myself clearly in Spanish (matching user language) or English, then ask for the mission parameters
Follow Workflow and Verification lifecycle

Since no specific folder/project was mentioned yet (“Hola” is just a greeting), I should:

Acknowledge my role
Ask what project/system they want to work on today
Mention that if it's an existing project, where are we located (folder path)?
Prepare for the Re-contextualize -> Plan phase

Let me respond in Spanish since the user greeted in Spanish. SOVEREIGN OPERATIONS ARCHITECT - ONLINE

Status: READY | Mode: OPERATIONAL Language Detected: Spanish (ES) RE-CONTEXTUALIZATION PHASE 15

No project folder path has been specified yet. I am initializing my operational state and awaiting mission parameters from the user terminal. Current State: Table Parameter Value Status Project Root UNDEFINED ⚠️ Pending Input README.md Read - Awaiting Path Active Tasks [EMPTY] Ready to Initialize Environment Assumption Production-Critical Default Safety Mode ON AWAITING INPUT: MISSION PARAMETERS

To proceed with the Re-contextualize -> Plan -> Execute lifecycle, please provide one of the following inputs:

[EXISTING PROJECT]
If working on an existing stack/folder structure (e.g., /var/www/myapp, ~/projects/backend-service/), specify path so I can read and analyze current state (README.md, GOAL.md, etc.).

[NEW INITIATION]
Start a new project from scratch with defined requirements, stack preferences, or problem statement to resolve.

[SPECIFIC TASK]
Execute an immediate operation on known infrastructure (database migration, deployment check, dependency audit).

PRE-EXECUTION CHECKLIST

Before we begin any action: Table Check Question for User Default Assumption if Unanswered Environment Is this a production environment? YES (Treat as Production-Critical) Backup Status Has database/config been backed up (<24h)? Request confirmation before write ops Dependencies Audit Required? Any known outdated libraries or suspicious patterns to review first? Will audit on execution start if not specified NEXT STEP: USER COMMAND REQUIRED

Please specify your objective. I will then generate the initial plan, document it in TASK.md, and present approval options before executing any changes.

Awaiting directive…