#!/bin/bash # Parallelism Probe # Detects common parallelism blockers in the target project. # Output is advisory -- the skill presents results to the user for approval. # # Usage: parallel-probe.sh [measurement_command] [measurement_workdir] [shared_file ...] # # Arguments: # project_directory - Root directory of the project to probe # measurement_command - The measurement command from the spec (optional, for port detection) # measurement_workdir - Measurement working directory relative to project root (default: .) # shared_file - Explicitly declared shared files that parallel runs depend on # # Output: # JSON to stdout with: # mode: "parallel" | "serial" | "user-decision" # blockers: [ { type, description, suggestion } ] set -euo pipefail PROJECT_DIR="${1:?Error: project_directory argument required}" MEASUREMENT_CMD="${2:-}" MEASUREMENT_WORKDIR="${3:-.}" shift 3 2>/dev/null || shift $# 2>/dev/null || true SHARED_FILES=() if [[ $# -gt 0 ]]; then SHARED_FILES=("$@") fi cd "$PROJECT_DIR" || { echo '{"mode":"serial","blockers":[{"type":"error","description":"Cannot access project directory","suggestion":"Check path"}]}' exit 0 } if ! command -v python3 >/dev/null 2>&1; then echo '{"mode":"serial","blockers":[{"type":"missing_dependency","description":"python3 is required for structured probe output","suggestion":"Install python3 or skip the probe and review parallel-readiness manually"}],"blocker_count":1}' exit 0 fi BLOCKERS="[]" SCAN_PATHS=() add_blocker() { local type="$1" local desc="$2" local suggestion="$3" BLOCKERS=$(echo "$BLOCKERS" | python3 -c " import json, sys b = json.load(sys.stdin) b.append({'type': '$type', 'description': '''$desc''', 'suggestion': '''$suggestion'''}) print(json.dumps(b)) " 2>/dev/null || echo "$BLOCKERS") } add_scan_path() { local candidate="$1" if [[ -z "$candidate" ]]; then return fi if [[ -e "$candidate" ]]; then SCAN_PATHS+=("$candidate") fi } add_scan_path "$MEASUREMENT_WORKDIR" if [[ ${#SHARED_FILES[@]} -gt 0 ]]; then for shared_file in "${SHARED_FILES[@]}"; do add_scan_path "$shared_file" done fi if [[ ${#SCAN_PATHS[@]} -eq 0 ]]; then SCAN_PATHS=(".") fi # Check 1: Hardcoded ports in measurement command if [[ -n "$MEASUREMENT_CMD" ]]; then # Look for common port patterns in the command itself if echo "$MEASUREMENT_CMD" | grep -qE '(--port(?:\s+|=)[0-9]+|:\s*[0-9]{4,5}|PORT=[0-9]+|localhost:[0-9]+)'; then add_blocker "port" "Measurement command contains hardcoded port reference" "Parameterize port via environment variable (e.g., PORT=\$EVAL_PORT)" fi fi # Check 2: SQLite databases in the measurement workdir or declared shared files SQLITE_FILES=$(find "${SCAN_PATHS[@]}" -maxdepth 4 -type f \( -name '*.db' -o -name '*.sqlite' -o -name '*.sqlite3' \) ! -path '*/.git/*' ! -path '*/node_modules/*' ! -path '*/.claude/*' ! -path '*/.context/*' ! -path '*/.worktrees/*' 2>/dev/null | head -10 || true) if [[ -n "$SQLITE_FILES" ]]; then FILE_COUNT=$(echo "$SQLITE_FILES" | wc -l | tr -d ' ') add_blocker "shared_file" "Found $FILE_COUNT SQLite database file(s)" "Copy database files into each experiment worktree" fi # Check 3: Lock/PID files in the measurement workdir or declared shared files LOCK_FILES=$(find "${SCAN_PATHS[@]}" -maxdepth 4 -type f \( -name '*.lock' -o -name '*.pid' \) ! -path '*/.git/*' ! -path '*/node_modules/*' ! -path '*/.claude/*' ! -path '*/.context/*' ! -path '*/.worktrees/*' ! -name 'package-lock.json' ! -name 'yarn.lock' ! -name 'bun.lock' ! -name 'bun.lockb' ! -name 'Gemfile.lock' ! -name 'poetry.lock' ! -name 'Cargo.lock' 2>/dev/null | head -10 || true) if [[ -n "$LOCK_FILES" ]]; then FILE_COUNT=$(echo "$LOCK_FILES" | wc -l | tr -d ' ') add_blocker "lock_file" "Found $FILE_COUNT lock/PID file(s) that may cause contention" "Ensure measurement command cleans up lock files, or run in serial mode" fi # Check 4: Exclusive resource hints in the measurement command if [[ -n "$MEASUREMENT_CMD" ]] && echo "$MEASUREMENT_CMD" | grep -qiE '(cuda|gpu|tensorflow|torch|nvidia-smi|CUDA_VISIBLE_DEVICES)'; then add_blocker "exclusive_resource" "Measurement command appears to use GPU or another exclusive accelerator" "GPU is typically an exclusive resource -- consider serial mode or device parameterization" fi # Determine mode BLOCKER_COUNT=$(echo "$BLOCKERS" | python3 -c "import json,sys; print(len(json.load(sys.stdin)))" 2>/dev/null || echo "0") if [[ "$BLOCKER_COUNT" == "0" ]]; then MODE="parallel" elif echo "$BLOCKERS" | python3 -c "import json,sys; b=json.load(sys.stdin); exit(0 if any(x['type']=='exclusive_resource' for x in b) else 1)" 2>/dev/null; then MODE="serial" else MODE="user-decision" fi # Output JSON result python3 -c " import json print(json.dumps({ 'mode': '$MODE', 'blockers': $BLOCKERS, 'blocker_count': $BLOCKER_COUNT }, indent=2)) "