Task prioritization
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Task prioritization and scoring
SKILL.md
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Task Prioritization Skill
Manually run the Task Prioritization agent to recalculate priority scores for all active tasks.
When to use
- User asks to "update task priorities"
- User asks "what are my top priorities" (run this first, then show results)
- After bulk task changes (many deadlines changed, new blockers added, etc.)
- To preview priority changes before they auto-run
How to execute
Step 1: Run agent
cd $AGENTS_PATH/task-prioritization
# Preview changes (recommended first)
python3 task_prioritization_agent.py --dry-run --verbose
# Apply changes
python3 task_prioritization_agent.py
Step 2: Review output
Agent will show:
- Total tasks processed
- Number of significant changes
- Top 5 tasks by priority
- Telegram notification if critical changes
Step 3: Show user results
Read top tasks from CSV and present:
# Read updated priorities
head -20 $PM_PATH/pm_tasks_master.csv
Sort by priority_score and show top 5-10 tasks.
Expected behavior
- Updates
priority_scoreandlast_updatedcolumns in pm_tasks_master.csv - Creates backup before write
- Sends Telegram alert if hot tasks in top 3
- Logs execution to pm_priority_agent_log.csv
Error handling
If agent fails:
- Check /tmp/task-prioritization-agent-error.log
- Verify pm_tasks_master.csv exists and is readable
- Check if backup file exists: pm_tasks_master.csv.bak
Related skills
show-today— show today's tasks (uses priority_score)daily-briefing— morning report (uses priority_score)
Notes
- Agent runs automatically 3x/day (08:00, 13:00, 18:00 Mon-Fri)
- Manual runs are safe (idempotent)
- Use --dry-run to preview without changes
- Algorithm details in agent README.md