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Add multi-tag personality archetype system

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Replace single first-match archetype with comprehensive multi-tag system
spanning 25 archetypes across 8 categories (Communication, Temporal,
Emotional, Economy, Games, Adventure, Social). Archetypes are computed
nightly via cron job querying 15+ tables and cached in user_archetypes.
Thresholds calibrated against real community data. Integrates with
!personality, !superstatsexplusalpha, !whois, and milk carton flavor text.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
prosolis
2026-03-30 17:11:45 -07:00
parent 06153880e0
commit 2c6f4e48c9
7 changed files with 920 additions and 128 deletions
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44
internal/plugin/stats.go
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@@ -283,41 +283,16 @@ func (p *StatsPlugin) handleRankings(ctx MessageContext) error {
}
func (p *StatsPlugin) handlePersonality(ctx MessageContext) error {
d := db.Get()
var totalMsg, totalWords, totalChars, totalLinks, totalImages int
var totalQuestions, totalExclamations, totalEmojis int
archetypes := GetUserArchetypesLimited(string(ctx.Sender))
err := d.QueryRow(
`SELECT total_messages, total_words, total_chars, total_links, total_images,
total_questions, total_exclamations, total_emojis
FROM user_stats WHERE user_id = ?`, string(ctx.Sender),
).Scan(&totalMsg, &totalWords, &totalChars, &totalLinks, &totalImages,
&totalQuestions, &totalExclamations, &totalEmojis)
if err == sql.ErrNoRows {
var totalMsg int
db.Get().QueryRow(`SELECT total_messages FROM user_stats WHERE user_id = ?`, string(ctx.Sender)).Scan(&totalMsg)
if totalMsg == 0 {
return p.SendReply(ctx.RoomID, ctx.EventID, "Not enough data to determine your personality yet. Keep chatting!")
}
if err != nil {
slog.Error("stats: personality query", "err", err)
return p.SendReply(ctx.RoomID, ctx.EventID, "Failed to analyze personality.")
}
msgStats := util.MessageStats{
Words: totalWords,
Chars: totalChars,
Links: totalLinks,
Images: totalImages,
Questions: totalQuestions,
Exclamations: totalExclamations,
Emojis: totalEmojis,
}
archetype := util.DeriveArchetype(msgStats, totalMsg)
msg := fmt.Sprintf(
"🧠 %s, your chat personality is: **%s**\n_%s_\n\nBased on %s messages analyzed.",
string(ctx.Sender), archetype.Name, archetype.Description, formatNumber(totalMsg),
)
msg := fmt.Sprintf("🧠 %s, your chat personality:\n\n%s\n\nBased on %s messages analyzed.",
string(ctx.Sender), FormatArchetypesFull(archetypes), formatNumber(totalMsg))
return p.SendReply(ctx.RoomID, ctx.EventID, msg)
}
@@ -361,10 +336,9 @@ func (p *StatsPlugin) handleSuperStats(ctx MessageContext) error {
formatNumber(totalMsg), formatNumber(totalWords), formatNumber(totalLinks),
formatNumber(totalEmojis), formatNumber(totalQuestions)))
// Personality
msgStats := util.MessageStats{Words: totalWords, Links: totalLinks, Emojis: totalEmojis, Questions: totalQuestions}
archetype := util.DeriveArchetype(msgStats, totalMsg)
sb.WriteString(fmt.Sprintf(" Personality: **%s**\n", archetype.Name))
// Personality (from cached archetypes)
archetypes := GetUserArchetypesLimited(uid)
sb.WriteString(fmt.Sprintf(" Personality: **%s**\n", FormatArchetypeNames(archetypes)))
}
// ── Sentiment ──