...

atest.py

@@ -0,0 +1,47 @@
+#!/usr/bin/env python3
+import requests
+import sys
+import os
+
+# ---- Config ----
+LMSTUDIO_URL = "http://172.22.22.210:1234/v1"
+AUDIO_FILE = "/Users/despiegk/Downloads/harvard.wav"   # change to your input file
+
+# ---- Step 1: List available models ----
+models_resp = requests.get(f"{LMSTUDIO_URL}/models")
+models_resp.raise_for_status()
+models = [m["id"] for m in models_resp.json().get("data", [])]
+
+print("Available models:", models)
+
+# ---- Step 2: Find Whisper ----
+whisper_model = None
+for m in models:
+    if "whisper" in m.lower():
+        whisper_model = m
+        break
+
+if not whisper_model:
+    print("❌ No Whisper model found in LM Studio. Please download/start one.")
+    sys.exit(1)
+
+print(f"✅ Found Whisper model: {whisper_model}")
+
+# ---- Step 3: Transcribe ----
+if not os.path.exists(AUDIO_FILE):
+    print(f"❌ Audio file '{AUDIO_FILE}' not found.")
+    sys.exit(1)
+
+with open(AUDIO_FILE, "rb") as f:
+    files = {"file": f}
+    data = {"model": whisper_model}
+    headers = {"Authorization": "Bearer no-key"}  # LM Studio ignores key
+    resp = requests.post(f"{LMSTUDIO_URL}/audio/transcriptions", 
+                         headers=headers, 
+                         files=files, 
+                         data=data)
+    resp.raise_for_status()
+    result = resp.json()
+
+print("📝 Transcription result:")
+print(result.get("text", result))

examples/tmuxrunnerexamples/functions/base.sh

@@ -0,0 +1,32 @@
+# Common error handling setup
+# set -euo pipefail
+
+SCRIPT="${BASH_SOURCE[-1]}"   # last sourced = the actual script file
+ERROR_FILE="$SCRIPT.error"
+DONE_FILE="$SCRIPT.done"
+
+# Reset markers
+rm -f "$ERROR_FILE" "$DONE_FILE"
+
+error_handler() {
+    local exit_code=$?
+    local line_no=$1
+    local cmd="$2"
+    {
+        echo "EXIT_CODE=$exit_code"
+        echo "LINE=$line_no"
+        echo "COMMAND=$cmd"
+    } > "$ERROR_FILE"
+
+    # If we are inside a sourced script, don't kill the shell
+    if [[ "${BASH_SOURCE[0]}" != "$0" ]]; then
+        return $exit_code
+    else
+        exit $exit_code
+    fi
+}
+trap 'error_handler ${LINENO} "$BASH_COMMAND"' ERR
+
+mark_done() {
+    touch "$DONE_FILE"
+}

examples/tmuxrunnerexamples/functions/hpy.sh

@@ -0,0 +1,12 @@
+hpy() {
+    if [ ! -f ".venv/bin/activate" ]; then
+        echo "Error: .venv not found in current directory" >&2
+        return 1
+    fi
+
+    # Activate venv in a subshell so it doesn’t pollute caller
+    (
+        source .venv/bin/activate
+        python "$@"
+    )
+}

examples/tmuxrunnerexamples/functions/tmuxlib.sh

@@ -0,0 +1,19 @@
+get_session() {
+    local sessions
+    sessions=$(tmux ls 2>/dev/null | cut -d: -f1)
+
+    local count
+    count=$(echo "$sessions" | wc -l)
+
+    if [ "$count" -eq 0 ]; then
+        echo "Error: no tmux sessions found." >&2
+        return 1
+    elif [ "$count" -gt 1 ]; then
+        echo "Error: more than one tmux session found:" >&2
+        echo "$sessions" >&2
+        return 1
+    fi
+
+    export SESSIONNAME="$sessions"
+    echo "$SESSIONNAME"
+}

examples/tmuxrunnerexamples/localenv.sh

@@ -0,0 +1,3 @@
+
+export SSH_SERVER=108.5.176.71
+export SSH_PORT=10200

examples/tmuxrunnerexamples/tasks/1/base_tools.sh

@@ -0,0 +1,10 @@
+#!/bin/bash
+
+set -euo pipefail
+source ../../functions/base.sh
+
+apt update
+apt upgrade -y 
+apt install -y tmux btop nvtop psutils htop
+
+mark_done

examples/tmuxrunnerexamples/tasks/1/tmux_config.sh

@@ -0,0 +1,57 @@
+#!/usr/bin/env bash
+set -euo pipefail
+source source ../../functions/base.sh
+
+
+# --- create ~/.tmux.conf ---
+TMUX_CONF="$HOME/.tmux.conf"
+
+cat > "$TMUX_CONF" <<'EOF'
+# ~/.tmux.conf
+
+# Enable mouse support (scroll, resize, select panes/windows)
+set -g mouse on
+
+# Use the mouse wheel to scroll in copy mode automatically
+bind -T root WheelUpPane if-shell -F -t = "#{mouse_any_flag}" \
+    "send-keys -M" "if -Ft= '#{pane_in_mode}' 'send-keys -M' 'copy-mode -e'"
+
+# Allow resizing panes by dragging borders
+setw -g aggressive-resize on
+
+# Easier navigation in copy mode
+setw -g mode-keys vi
+
+# Status bar improvements
+set -g status-bg black
+set -g status-fg green
+set -g status-left-length 40
+set -g status-left '#S '
+set -g status-right '#(whoami)@#H %Y-%m-%d %H:%M'
+
+# Pane borders more visible
+set -g pane-border-style fg=cyan
+set -g pane-active-border-style fg=yellow
+
+# Reload config quickly
+bind r source-file ~/.tmux.conf \; display-message "Reloaded tmux.conf"
+
+# Use system clipboard on macOS
+if-shell "command -v pbcopy >/dev/null 2>&1" \
+    "bind -T copy-mode-vi y send -X copy-pipe-and-cancel 'pbcopy'" \
+    "bind -T copy-mode-vi y send -X copy-pipe-and-cancel 'xclip -selection clipboard -in'"
+EOF
+
+
+
+echo "✅ Wrote $TMUX_CONF"
+
+# --- apply config if tmux is running ---
+if pgrep -x tmux >/dev/null 2>&1; then
+    echo "🔄 Reloading tmux config..."
+    tmux source-file "$TMUX_CONF"
+else
+    echo "ℹ️ tmux is not running yet. Config will apply on next start."
+fi
+
+mark_done

examples/tmuxrunnerexamples/tasks/2/install_ollama.sh

@@ -0,0 +1,42 @@
+#!/bin/bash
+
+set -euo pipefail
+source source ../../functions/base.sh
+
+mark_done
+
+exit 0
+
+URL="https://github.com/ollama/ollama/releases/download/v0.11.6/ollama-linux-amd64.tgz"
+TGZ="/tmp/ollama.tgz"
+INSTALL_PATH="/usr/bin/ollama"
+
+echo "[*] Checking for running ollama serve..."
+if pgrep -x "ollama" > /dev/null; then
+    echo "[*] Stopping running ollama process..."
+    pkill -9 ollama
+    sleep 2
+fi
+
+echo "[*] Downloading ollama..."
+curl -L "$URL" -o "$TGZ"
+
+echo "[*] Extracting..."
+tar -xzf "$TGZ" -C /tmp
+
+echo "[*] Installing to $INSTALL_PATH..."
+sudo mv /tmp/ollama "$INSTALL_PATH"
+sudo chmod +x "$INSTALL_PATH"
+
+pkill -9 ollama
+
+SESSION=$(tmux display-message -p '#S')
+
+echo "[*] Using tmux session: $SESSION"
+
+
+echo "[*] Started ollama pulls in tmux windows."
+
+ollama pull adhishtanaka/llama_3.2_1b-SQL
+
+mark_done

examples/tmuxrunnerexamples/tasks/2/install_vllm.sh

@@ -0,0 +1,14 @@
+#!/bin/bash
+
+set -euo pipefail
+source source ../../functions/base.sh
+
+
+
+# vllm serve openai/gpt-oss-20b
+# vllm serve openai/gpt-oss-20b --tensor-parallel-size 2
+ 
+# For 120B
+# vllm serve openai/gpt-oss-120b
+
+mark_done

examples/tmuxrunnerexamples/tasks/3/vllm.sh

@@ -0,0 +1,42 @@
+#!/bin/bash
+
+set -euo pipefail
+source source ../../functions/base.sh
+
+mark_done
+
+exit 0
+
+# uv pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cu121
+# uv pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cu128
+
+touch "$0.done"
+exit 0
+
+uv pip install --pre torch==2.9.0.dev20250804+cu128 \
+  --index-url https://download.pytorch.org/whl/nightly/cu128
+
+uv pip install tiktoken ipython numpy psutil
+
+# 4. Confirm it's correct
+python -c "import torch; print(torch.__version__, torch.version.cuda)"
+# 2.9.0.dev20250804+cu128 12.8
+
+cd /root
+source .venv/bin/activate
+uv pip install --upgrade pip setuptools wheel ninja
+export MAX_JOBS=8
+export TORCH_CUDA_ARCH_LIST="12.0"
+export NCCL_P2P_DISABLE=0
+export NCCL_DEBUG=INFO
+export CUDA_DEVICE_MAX_CONNECTIONS=1
+
+pip install flash-attn --no-build-isolation
+
+uv pip install --pre vllm==0.10.1+gptoss \
+    --extra-index-url https://wheels.vllm.ai/gpt-oss/ \
+    --extra-index-url https://download.pytorch.org/whl/nightly/cu128 \
+    --index-strategy unsafe-best-match
+
+
+mark_done

herolib.egg-info/PKG-INFO

@@ -11,6 +11,8 @@ Requires-Dist: fastapi>=0.100.0
 Requires-Dist: uvicorn>=0.23.0
 Requires-Dist: toml>=0.10.2
 Requires-Dist: libtmux>=0.25.0
+Requires-Dist: lmstudio
+Requires-Dist: requests
 
 # herolib_python
 

herolib.egg-info/SOURCES.txt

@@ -64,7 +64,10 @@ herolib/downloader/scrape_scapegraph/scrape_md.py
 herolib/downloader/scrape_scapegraph/scrape_search.py
 herolib/downloader/scrape_scapegraph/scrape_with_local_llm.py
 herolib/downloader/scrape_scapegraph/scrape_with_local_llm_search.py
-herolib/infra/tmuxrunner/enhanced_runner.py
+herolib/infra/tmuxrunner/model.py
+herolib/infra/tmuxrunner/process_monitor.py
+herolib/infra/tmuxrunner/task_runner.py
+herolib/infra/tmuxrunner/task_runner_api.py
 herolib/tools/__init__.py
 herolib/tools/extensions.py
 herolib/tools/gitscanner.py

herolib.egg-info/requires.txt

@@ -4,3 +4,5 @@ fastapi>=0.100.0
 uvicorn>=0.23.0
 toml>=0.10.2
 libtmux>=0.25.0
+lmstudio
+requests

pyproject.toml

@@ -7,7 +7,7 @@ authors = [
 ]
 readme = "README.md"
 requires-python = ">=3.12"
-dependencies = ["peewee", "psutil>=5.9.0", "fastapi>=0.100.0", "uvicorn>=0.23.0", "toml>=0.10.2", "libtmux>=0.25.0"]
+dependencies = ["peewee", "psutil>=5.9.0", "fastapi>=0.100.0", "uvicorn>=0.23.0", "toml>=0.10.2", "libtmux>=0.25.0","lmstudio","requests"]
 
 
 [build-system]