# Pal Reflect

> Run relationship reflect — promote recurring behavioral observations into tracked opinions. Use when relationship reflect is due, or when the user asks to review what patterns have been observed.

- Skill: `kovrichard/pal-reflect` (Agent Skill)
- Install (CLI): `npx skillmds@latest add kovrichard/pal-reflect`
- Raw SKILL.md: https://api.skillmd.com/api/skills/kovrichard/pal-reflect/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: kovrichard (https://skillmd.com/u/kovrichard)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/kovrichard/pal-reflect

---


When `/pal-reflect` is invoked (by you in response to a nudge, or by the user directly):

## 1. Run the reflect tool

```bash
bun run tool:reflect
```

If the user passed `--dry-run`, append it: `bun run tool:reflect -- --dry-run`

## 2. Parse and present the output

Read the console output and present a concise summary:

**If opinions were promoted or strengthened:**
```
Reflect complete — here's what changed:

NEW opinions (confidence seeded from recurring observations):
- [statement] (XX%)

STRENGTHENED opinions (evidence accumulated):
- [statement]: XX% → YY%
```

**If nothing changed:**
```
Reflect complete — no patterns strong enough yet.
[N] observations loaded. An opinion promotes when the same pattern appears 2+ times.
Most recent observations:
- [list up to 3 recent O notes]
```

## 3. Offer a follow-up

After showing results, say:
> "Want to review the full opinions list, or is there a specific pattern you'd like to reinforce or correct?"

If the user confirms or corrects something, use the opinion tool:
```bash
# Confirmed
pal cli skill run opinion opinion evidence "keywords" --confirmation "what they confirmed"

# Corrected
pal cli skill run opinion opinion evidence "keywords" --contradiction "what they corrected"
```