kovrichard When /pal-reflect is invoked (by you in response to a nudge, or by the user directly):
1. Run the reflect tool
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:
# 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"