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gh-bejranonda-llm-autonomou…/commands/monitor/recommend.md
2025-11-29 18:00:50 +08:00

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---
name: monitor:recommend
description: Get smart workflow and optimization recommendations based on learned patterns
---
EXECUTE THESE BASH COMMANDS DIRECTLY (no agents, no skills):
First, find the plugin installation path:
```bash
PLUGIN_PATH=$(find ~/.claude -name "exec_plugin_script.py" 2>/dev/null | head -1 | sed 's|/lib/exec_plugin_script.py||')
echo "Plugin found at: $PLUGIN_PATH"
```
Step 1 - Generate recommendations using project patterns:
```bash
python3 "$PLUGIN_PATH/lib/exec_plugin_script.py" recommendation_engine.py --dir ./.claude-patterns --task "your task description here"
```
Step 2 - For general recommendations (no specific task):
```bash
python3 "$PLUGIN_PATH/lib/exec_plugin_script.py" recommendation_engine.py --dir ./.claude-patterns
```
Step 3 - For JSON output (programmatic use):
```bash
python3 "$PLUGIN_PATH/lib/exec_plugin_script.py" recommendation_engine.py --dir ./.claude-patterns --task "your task" --format json
```
Report will show:
- Recommended approach with confidence level
- Quality predictions and time estimates
- Skill suggestions with success rates
- Risk assessment with mitigations
- Alternative approaches with trade-offs
The recommendations will use patterns from your current project directory at ./.claude-patterns/