# Spark Recipe Priority Tuning

> Fine-tune Spark's priority category by marking key contacts as primary and adjusting notification importance.

- Skill: `readdle/spark-recipe-priority-tuning` (Agent Skill)
- Install (CLI): `npx skillmds add readdle/spark-recipe-priority-tuning`
- Raw SKILL.md: https://api.skillmd.com/api/skills/readdle/spark-recipe-priority-tuning/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: readdle (https://skillmd.com/u/readdle)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/readdle/spark-recipe-priority-tuning

---


# Recipe: Priority Tuning

Fine-tune who gets auto-prioritized by reviewing the current priority category and adjusting contact-level settings.

**Prerequisite:** Read the `use-spark` base skill for command reference and filter syntax.

**Access level required:** triage.

## Steps

### Step 1: Review current priority mail

```bash
spark emails Inbox --filter "category:priority newer_than:14d"
```

Look at which senders appear in the priority category. Ask the user: are these the right people? Anyone missing? Anyone who shouldn't be here?

### Step 2: Check who's currently marked as primary

Browse priority mail to identify the senders Spark is auto-prioritizing. Note any patterns - are important contacts missing, or are low-priority senders appearing?

### Step 3: Add missing VIPs

For contacts whose emails should always be prioritized:

```bash
spark contact-action markContactAsPrimary vip@company.com
```

This tells Spark to auto-prioritize all future email from this sender.

### Step 4: Remove false priorities

For contacts that are showing up in priority but shouldn't be:

```bash
spark contact-action unmarkContactAsPrimary noisy-sender@example.com
```

### Step 5: Adjust notification importance

For contacts where the user wants push notifications:

```bash
spark contact-action markContactAsImportant boss@company.com
```

For contacts that are priority but don't need notifications:

```bash
spark contact-action unmarkContactAsImportant low-urgency@example.com
```

### Step 6: Verify the changes

```bash
spark emails Inbox --filter "category:priority is:unread"
```

Check that the priority category now reflects the user's preferences. New mail from adjusted contacts will appear in the correct category.

## Tips

- `markContactAsPrimary` is the strongest signal - it guarantees the contact's emails land in priority.
- `markContactAsImportant` controls push notifications, which is separate from category placement.
- Changes apply to all future mail from the contact, not retroactively to existing emails.
- Run this recipe after onboarding a new client, joining a new team, or changing roles - priority contacts change with context.
- When contacts are in the wrong category entirely (not just missing from priority), use `spark contact-action changeCategoryPersonal` / `changeCategoryNotification` / `changeCategoryNewsletters` to reclassify all future mail from that sender.
- A well-tuned priority category means the user can check just `category:priority` for a reliable "must-read" view.