AI/Ollama

curl -fsSL https://ollama.com/install.sh | sh ollama pull model gpt-oss:20b ollama --version ollama ls curl -fsSL https://claude.ai/install.sh | bash ollama launch claude --model gpt-oss:20b

export ANTHROPIC_BASE_URL=http://localhost:11434 export ANTHROPIC_AUTH_TOKEN=ollama export ANTHROPIC_API_KEY="" export OLLAMA_NUM_CTX=32768 export OLLAMA_KEEP_ALIVE=5m claude --model gpt-oss:20b

Diagram @startuml autonumber skinparam backgroundColor transparent skinparam DefaultFontName Helvetica skinparam actorStyle awesome skinparam ParticipantPadding 20 skinparam BoxPadding 10 title Claude ↔ Local FS ↔ Ollama ↔ GPT-OSS:20b actor "Developer" as dev box "Local Development PC" #LightBlue participant "Claude Code CLI" as claude participant "Local Filesystem" as fs end box box "Kubernetes Cluster (K3s)" #Yellow participant "Ollama Service" as ollama participant "GPT-OSS:20b" as model end box dev -> claude : Runs "claude --model gpt-oss:20b" claude -> fs  : Scans repository context fs --> claude : File contents / Git history claude -> ollama : POST /v1/messages (Anthropic API) note right: Payload includes system prompt \nand local code context ollama -> model  : Load weights into GPU VRAM model --> ollama : Inference processing... ollama -->> claude : Streamed Response (Tokens) claude -> dev  : Displays suggested code changes @enduml Sturcture @startsalt skinparam backgroundColor transparent skinparam defaultFontName monospaced { {T- +/ | Root File System ++**/usr/local/bin/** | Executive Binaries +++ollama | Ollama Server (Standalone Binary) +++claude | Claude Code CLI ++**/etc/systemd/system/** | Services +++ollama.service | Systemd service file ++**/var/lib/claude-code/** | Native installation files (Global) ++**/home/<user>/** | User's Home Directory +++**.ollama/** | Ollama Data Directory ++++history | CLI Chat History ++++**models/** | Saved Models +++++blobs/ | Weights **(gpt-oss:20b)** +++++manifests/ | Model metadata +++**.claude/** | Claude Code Data Directory ++++config.json | API URL, keys, project context ++++memory/ | Persistent memory +++**my-project/** | Your development folder ++++.claude/ | Project specific settings ++++CLAUDE.md | Guidebook for current project } } @endsalt

Optimization

Optimization
Variable	Value (Range)	Impact on Yoga Pro 7i
OLLAMA_NUM_CTX	6384 to 32768	The most important. Controls the "brain capacity." 32k is standard for Claude Code but uses ~3GB more RAM than the default 4k.