Best use case
task-prioritization is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Task prioritization and scoring
Teams using task-prioritization should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/task-prioritization/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How task-prioritization Compares
| Feature / Agent | task-prioritization | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Task prioritization and scoring
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 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 ```bash 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: ```bash # 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_score` and `last_updated` columns 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
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