C2 full scope persistence:
- getRecentConversationContext now returns per-turn guildId/channelId
- processMessage merges historical scope when current request is unscoped
- chatbot remembers server context across all 8 history exchanges (not just 3)
A4+Metrics:
- Add incrementCounterBy(name, delta, labels) to gateway-metrics
- Token-usage counters: llm_tokens_total{model, type, label} per batch
- Cache hit counters: moderation_cache_hits{type} exact/semantic-qdrant/semantic-pg
- Cache miss counters: moderation_cache_misses per batch
- Prometheus /metrics now exposes cost + cache hit-rate for dashboards
Performance:
- Parallel tool execution within each chatbot round (Promise.all)
- All tool results collected before sending to model (ordering preserved)
- Tool failure now logged with structured warning (chatbot.tools.ts)
Verified: backend tsc+biome 37/37, discord-gateway tsc+biome 210/210
- Send system prompt as role:system instead of merging into the user message
(models treat system messages as authoritative -> better tool selection)
- Add full 14-tool catalog + multi-hop instruction to the system prompt
- Raise MAX_TOOL_ROUNDS 4->6 so multi-hop queries complete
- Raise conversation history 3->8 exchanges (less repeat questioning)
- Append guild/channel scope hint to each user turn
- Add saturating toolErrors counter + structured warn log per tool failure
so chatbot tool failures are observable instead of silently absorbed
Follow-up to d0453881: the pgUserReputationsTable definition and the
UserReputation/UserReputationInsert type aliases were the only remaining
references to the removed user reputation feature. Nothing imports them
(verified via grep across src/ + tests/), so they're pure dead code that
could mislead future devs into re-joining a dropped table. Railed out to
close the 42P01 failure class completely.
Root cause: gateway migration 0016 removed the per-user reputation feature
(DROP TABLE user_reputations), but the backend still LEFT JOINed
pgUserReputationsTable in dashboard listUsers/getUserDetail and the chatbot
get_user_reputation tool. Against the live DB these queries raised 42P01
(undefined_table) -> the new /users page could never load (oRPC WS error).
Fix:
- dashboard.repository.ts: remove reputation columns/join from listUsers and
getUserDetail (data sourced only from messages + user_profiles).
- chatbot.tools.ts: get_user_reputation now returns honest 'unavailable'
(feature removed) instead of querying the dropped table.
- chatbot.toolDefs.ts: update tool description so the LLM doesn't advertise
a dead feature.
- frontend types/users view: drop trust_score/clean_message_streak/
total_infractions/last_infraction_at; derive risk label from real flagged%
and add warn_count to the inspector (real available data).
Verified: backend+frontend tsc clean, biome clean, 37 unit tests pass,
query tested against live DB (returns real members), build green.
- New /users route: member roster (trust score, clean/flagged counts, message volume)
+ inspector detail (trust breakdown, clean streak, infractions, AI profile,
recent messages) with live search
- Backend dashboard.listUsers/getUserDetail now JOIN user_reputations to expose
trust_score, clean_message_streak, total_infractions, last_infraction_at +
warn_count/clean_count breakdowns
- Frontend types updated to match; useUsers refactored to PaginatedUsers shape,
added useUserSearch for the old search behavior
- Nav rail + mobile nav: add Users entry
Gateway archive embedder now parses metadata.channel.{channelName,threadName}
from each message and stores channel_name/thread_name in the Qdrant payload.
Backend exposes them; the semantic results card renders the thread name (or
channel name) instead of a raw #snowflake, with the ID as a last-resort
fallback for legacy points. Matches the message feed's channel-label logic
(getMessageChannelLabel).
Archive payload now stores username, channel_id, guild_id, thread_id and the
real message created_at (not embed time). Backend searchArray accepts an
optional guildId and applies a Qdrant payload filter so results can be scoped
to the guild being viewed. API/frontend expose the new fields and the
semantic results card shows who said it, in which channel, and when —
turning bare text blobs into contextual results. Old points fall back to
analyzed_at and omit the new fields gracefully.
- Normalize text before embedding (strip mentions/URLs/emoji/markdown/control chars, lowercase, truncate) on both write and query sides so vectors aren't diluted and tokens aren't wasted
- embeddingClient: retry embeddings (maxRetries 2), validate batch dimension consistency, preserve index alignment for empty-normalized texts
- archiveEmbedder: store normalized text in archive payload, skip empty-normalized content
- backend: normalize search queries, make archive search similarity threshold configurable (AI_LLM_EMBEDDING_ARCHIVE_MIN_SIMILARITY, default 0.6)
Switch GMW's AI LLM base URL from 9router (https://9router.asepharyana.my.id/v1)
to omniroute on imrnes (http://100.121.180.82:20128/api/v1).
- Update default AI_LLM_BASE_URL in discord-gateway + backend config schemas
- Update .env.example documentation
- Update all 9router references in comments/docs/tests to omniroute
- Production BWS secret gmw_ai_llm_base_url already updated
Omniroute uses /api/v1 prefix (not /v1 like 9router), so the base URL
now correctly points at the right API path for the OpenAI SDK.
getRecentEdits SELECT ... m.content AS new_content returned the message's
ORIGINAL content (never updated on edit) instead of the post-edit content.
messages.content stores the original body; the current/last-edited body lives
in messages.edited_content. So before===after in the Message Edits diff.
Fix: COALESCE(m.edited_content, m.content) AS new_content so 'After' shows the
edited text and diffs against the captured before-content are meaningful.
Extract server_nick from metadata.member.displayName in backend messageMapper,
add server_nick to frontend MessageRecord type, and update messages view +
analysis view to display the member's server-specific nickname (with @username
as secondary context) instead of the global username.
Rename server_name (guild name) to server_nick and populate it from
the member's server-specific display name (metadata.member.displayName)
at write time. This is what the moderation dashboard should show as
TARGET — e.g. server nick 'Bandar Togel「✔ ᵛᵉʳᶦᶠᶦᵉᵈ 」' for global
username '.nichiyobi'. Backfilled 210 existing actions from messages
metadata (reset_nickname rows now show 'Sarjana .jav', 'Penindas
Minoritas', etc). Frontend TARGET shows server nick with global
username as secondary context.
Denormalize guild name alongside username so the moderation dashboard
shows both TARGET and server even after message table purges.
Migration 0018. Frontend displays 'username · server_name' in TARGET.
- getMessageById: run findById and getEditHistory in parallel via
Promise.all instead of sequential awaits (halves latency for
message detail view)
- Drop 3 unused indexes on messages table: idx_messages_guild_ai_status_created
(0 scans), idx_messages_guild_ai_status_analyzed (97 scans),
idx_messages_guild_created_deleted (95 scans, superseded by covering index)
— saves ~5.9MB index space + reduces write amplification
- Add covering index idx_messages_guild_created_covering for the primary
findMany query pattern (guild_id + created_at DESC with INCLUDE columns)
tsc reported 'Property some does not exist on type {}' on doc.tags
because Drizzle jsonb inference returns a generic object. Cast explicitly.
This unblocks the GMW GitHub Actions deploy (test job).
The Drizzle schema used pgText('tags').array() which emits a Postgres
text[] column, but the migration defines tags as jsonb. The mismatch caused
INSERT/LIST on materi_documents to throw INTERNAL_SERVER_ERROR (500) because
Drizzle sent a text[] where the column expected jsonb.
- schema.ts: tags → pgJsonb('tags').notNull().default('[]')
- migration: dropped+recreated to match schema (jsonb, ms epoch defaults,
owner_user_id default 'anonymous')
The fix-imports.mjs script blindly appended '.js' to every @/ alias
import, even when the source specifier already carried a .js
extension (e.g. '@/shared/config/index.js'). This produced
'index.js.js' in the emitted dist/, causing ERR_MODULE_NOT_FOUND
at startup.
This was latent: only triggered once digestScheduler.ts (which
uses @/shared/config/index.js with explicit extension) was built.
The user-reputation removal (2a8f6d9) was also blocked by this
bug — stale binary kept crashing with 'user_reputations' query
errors because it was never redeployed.
Fix: only append .js when the @/ specifier has no existing
extension. Applied to both gateway and backend scripts.
- Persist structured verdict (flags/severity/confidence/evidence) on
moderation_actions so the public web can show WHY a message was moderated.
- Add a persistent Qdrant archive collection (gmw_message_archive); embed
every captured message at capture time (fire-and-forget, best-effort).
- Public semantic search over the archive (backend oRPC + FE toggle on the
messages view). Both features are read-only/public and fully automatic.
Migration: 0015_add_moderation_explainability.sql
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