From c14b8c54ebf2bd11c0217d31b5a068b07f8d3bfe Mon Sep 17 00:00:00 2001
From: Danny Avila <danny@librechat.ai>
Date: Mon, 17 Aug 2026 12:16:32 -0400
Subject: [PATCH] =?UTF-8?q?=F0=9F=94=AD=20ci:=20Codegraph=20Test-Selection?=
 =?UTF-8?q?=20Probe=20(Observe-Only)=20(#14936)?=
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* ci: codegraph test-selection probe (observe-only)

Asks the codegraph service which test files and matrix jobs the PR
needs and writes the decision to the job summary. Gates nothing —
every path exits 0, forks without secrets no-op. Companion to the
shadow-mode evaluation: the decision CI would act on, made visible
next to the runs it would have replaced.

* chore: remove GitNexus CI and deployment configs

Superseded by the codegraph service: the index workflow spent ~45min
per invocation building an artifact the PR flow never served, while
the replacement indexes incrementally in ~1.4s per commit server-side.
Removes the four workflows (index, deploy, cleanup-pr, pr-command) and
the .do/gitnexus deployment bundle. No remaining references.

* ci: render playwright spec tiers in the codegraph probe summary
---
 .do/gitnexus/Caddyfile                    |  25 -
 .do/gitnexus/Dockerfile                   |  46 --
 .do/gitnexus/docker-compose.yml           |  87 ----
 .do/gitnexus/entrypoint.sh                |  48 --
 .do/gitnexus/install-extensions.js        |  46 --
 .github/workflows/codegraph-select.yml    |  72 +++
 .github/workflows/gitnexus-cleanup-pr.yml |  91 ----
 .github/workflows/gitnexus-deploy.yml     | 583 ----------------------
 .github/workflows/gitnexus-index.yml      | 323 ------------
 .github/workflows/gitnexus-pr-command.yml | 141 ------
 10 files changed, 72 insertions(+), 1390 deletions(-)
 delete mode 100644 .do/gitnexus/Caddyfile
 delete mode 100644 .do/gitnexus/Dockerfile
 delete mode 100644 .do/gitnexus/docker-compose.yml
 delete mode 100644 .do/gitnexus/entrypoint.sh
 delete mode 100644 .do/gitnexus/install-extensions.js
 create mode 100644 .github/workflows/codegraph-select.yml
 delete mode 100644 .github/workflows/gitnexus-cleanup-pr.yml
 delete mode 100644 .github/workflows/gitnexus-deploy.yml
 delete mode 100644 .github/workflows/gitnexus-index.yml
 delete mode 100644 .github/workflows/gitnexus-pr-command.yml

diff --git a/.do/gitnexus/Caddyfile b/.do/gitnexus/Caddyfile
deleted file mode 100644
index 3c5dac2c6f..0000000000
--- a/.do/gitnexus/Caddyfile
+++ /dev/null
@@ -1,25 +0,0 @@
-# Caddy reverse proxy with bearer token auth and automatic HTTPS.
-# The domain is supplied via environment variable GITNEXUS_DOMAIN,
-# and the auth token via API_TOKEN. Both are set in docker-compose.yml.
-
-{$GITNEXUS_DOMAIN} {
-	# Health check — unauthenticated so monitoring can probe it
-	@health path /health
-	handle @health {
-		reverse_proxy gitnexus:4747 {
-			rewrite /api/info
-		}
-	}
-
-	# All other routes require bearer token
-	@authed {
-		header Authorization "Bearer {$API_TOKEN}"
-	}
-
-	handle @authed {
-		reverse_proxy gitnexus:4747
-	}
-
-	# Reject unauthenticated requests
-	respond "Unauthorized" 401
-}
diff --git a/.do/gitnexus/Dockerfile b/.do/gitnexus/Dockerfile
deleted file mode 100644
index 8b7e538726..0000000000
--- a/.do/gitnexus/Dockerfile
+++ /dev/null
@@ -1,46 +0,0 @@
-# Long-lived GitNexus image for DigitalOcean droplet deployment.
-#
-# This image does NOT bake in the index data. Indexes are mounted from
-# the host at /indexes/<repo>/.gitnexus/ and registered at container
-# startup. A fresh index only requires rsync + container restart — no
-# image rebuild on every push.
-
-FROM node:24.16.0-slim
-
-ARG GITNEXUS_VERSION=1.6.7
-# Pin the native DB to match the index workflow; gitnexus's ^0.17.0 range
-# would otherwise let the served image drift from the CI-produced index.
-ARG LADYBUG_VERSION=0.17.1
-
-# 1. Build native addons with Bookworm toolchain, then remove build tools.
-#    curl stays for the docker healthcheck; Caddy lives in its own container.
-#    LadybugDB is pinned nested under gitnexus so step 3's require() resolves it.
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends python3 make g++ curl \
-    && npm install -g gitnexus@${GITNEXUS_VERSION} \
-    && npm install --no-save --prefix /usr/local/lib/node_modules/gitnexus "@ladybugdb/core@${LADYBUG_VERSION}" \
-    && apt-get purge -y --auto-remove python3 make g++ \
-    && rm -rf /var/lib/apt/lists/* /root/.npm
-
-# 2. Upgrade libstdc++ from Trixie — @ladybugdb/core prebuilt binary needs
-#    GLIBCXX_3.4.32 which Bookworm (3.4.31) doesn't ship.
-RUN echo "deb http://deb.debian.org/debian trixie main" > /etc/apt/sources.list.d/trixie.list \
-    && apt-get update \
-    && apt-get install -y -t trixie libstdc++6 \
-    && rm /etc/apt/sources.list.d/trixie.list \
-    && rm -rf /var/lib/apt/lists/*
-
-# 3. Pre-install LadybugDB FTS + vector extensions so ~/.kuzu/extension/
-#    is baked into the image. gitnexus serve loads extensions with a
-#    load-only policy and never installs them at runtime, so the cache
-#    must already exist. (GitNexus loads the vector extension itself
-#    via loadVectorExtension — no adapter patch needed.)
-COPY install-extensions.js /tmp/install-extensions.js
-RUN node /tmp/install-extensions.js && rm -rf /tmp/install-extensions.js /tmp/lbug-ext-install
-
-COPY entrypoint.sh /entrypoint.sh
-RUN chmod +x /entrypoint.sh
-
-EXPOSE 4747
-
-ENTRYPOINT ["/entrypoint.sh"]
diff --git a/.do/gitnexus/docker-compose.yml b/.do/gitnexus/docker-compose.yml
deleted file mode 100644
index 7761a89a30..0000000000
--- a/.do/gitnexus/docker-compose.yml
+++ /dev/null
@@ -1,87 +0,0 @@
-# GitNexus stack for the DigitalOcean droplet.
-#
-# Two services: the gitnexus server (bound to an internal network only)
-# and a Caddy reverse proxy that handles TLS + auth.
-#
-# Index data lives on the host at /opt/gitnexus/indexes/ and is
-# bind-mounted read-write into the gitnexus container. The deploy
-# workflow rsyncs fresh indexes into that directory and restarts
-# only the gitnexus container — Caddy keeps running undisturbed.
-#
-# Break-glass: if gitnexus is stuck unhealthy and you need to restart
-# just Caddy (e.g. to push an emergency Caddyfile fix), the
-# `depends_on: condition: service_healthy` would block:
-#     docker compose up -d caddy
-# Use --no-deps to bypass the dependency check:
-#     docker compose up -d --no-deps caddy
-
-name: gitnexus
-
-# Shared logging defaults applied to both services so the droplet's
-# disk doesn't fill up with unbounded json-file logs.
-x-logging: &default-logging
-  driver: json-file
-  options:
-    max-size: '50m'
-    max-file: '3'
-
-services:
-  gitnexus:
-    # Override via GITNEXUS_IMAGE in /opt/gitnexus/.env to use a fork or
-    # a pinned version tag like :v1.5.3 for reproducible rollbacks.
-    image: ${GITNEXUS_IMAGE:-ghcr.io/danny-avila/librechat-gitnexus:latest}
-    container_name: gitnexus
-    restart: unless-stopped
-    networks:
-      - gitnexus-net
-    volumes:
-      - /opt/gitnexus/indexes:/indexes
-    # memswap_limit equal to mem_limit disables swap for this container.
-    # Without it, Docker lets the process silently swap onto host disk,
-    # turning sub-second graph queries into multi-second ones. Hard
-    # OOM-kill is preferable — the container restarts via unless-stopped,
-    # the deploy health poll catches it, and the failure is explicit.
-    mem_limit: 1792m
-    memswap_limit: 1792m
-    logging: *default-logging
-    healthcheck:
-      test: ['CMD', 'curl', '-fsS', 'http://127.0.0.1:4747/api/info']
-      interval: 30s
-      timeout: 5s
-      retries: 3
-      start_period: 60s
-
-  caddy:
-    image: caddy:2-alpine
-    container_name: gitnexus-caddy
-    restart: unless-stopped
-    # service_healthy (not just service_started) ensures Caddy doesn't
-    # start routing traffic until gitnexus passes its initial healthcheck
-    # on a cold `compose up`. This only governs initial startup ordering —
-    # during force-recreates of gitnexus, Caddy stays up and may briefly
-    # return 502 while the new gitnexus container binds its port. The
-    # deploy workflow's health poll catches any sustained failure.
-    depends_on:
-      gitnexus:
-        condition: service_healthy
-    ports:
-      - '80:80'
-      - '443:443'
-    networks:
-      - gitnexus-net
-    volumes:
-      - /opt/gitnexus/Caddyfile:/etc/caddy/Caddyfile:ro
-      - caddy-data:/data
-      - caddy-config:/config
-    logging: *default-logging
-    environment:
-      GITNEXUS_DOMAIN: ${GITNEXUS_DOMAIN}
-      API_TOKEN: ${API_TOKEN}
-
-networks:
-  gitnexus-net:
-    driver: bridge
-
-volumes:
-  caddy-data:
-  caddy-config:
diff --git a/.do/gitnexus/entrypoint.sh b/.do/gitnexus/entrypoint.sh
deleted file mode 100644
index a5f0e7e54a..0000000000
--- a/.do/gitnexus/entrypoint.sh
+++ /dev/null
@@ -1,48 +0,0 @@
-#!/bin/sh
-set -e
-
-# Cap Node heap below the container's cgroup limit (1792m in compose),
-# leaving room for @ladybugdb/core's C++ heap and OS overhead. Native
-# allocations happen outside V8's view, so a slim V8 budget is the only
-# thing between a heavy query and a cgroup OOM-kill. Without this cap,
-# gitnexus defaults to --max-old-space-size=8192 and reserves memory
-# the container doesn't have.
-export NODE_OPTIONS="${NODE_OPTIONS:---max-old-space-size=1280}"
-
-# Register every index mounted under /indexes/<name>/.gitnexus/.
-# This is idempotent — re-registering an existing repo updates the
-# metadata pointer without touching the index data.
-#
-# Registration failure handling:
-#   - main (LibreChat) and dev (LibreChat-dev) are critical. If either
-#     fails to register, exit 1 so docker marks the container unhealthy
-#     and the deploy workflow's readiness check surfaces the error.
-#   - PR indexes (LibreChat-pr-*) are best-effort. A corrupt PR index
-#     shouldn't take the whole server down.
-if [ -d /indexes ]; then
-  for dir in /indexes/*/; do
-    [ -d "$dir" ] || continue
-    name=$(basename "$dir")
-    [ -d "$dir.gitnexus" ] || continue
-    echo "Registering index: $name"
-    if ! gitnexus index "$dir" --allow-non-git; then
-      case "$name" in
-        LibreChat|LibreChat-dev)
-          echo "ERROR: failed to register critical index $name" >&2
-          exit 1
-          ;;
-        *)
-          echo "WARN: failed to register PR index $name — skipping" >&2
-          ;;
-      esac
-    fi
-  done
-else
-  echo "WARN: /indexes directory not mounted" >&2
-fi
-
-# Bind 0.0.0.0 inside the container so Caddy (in a separate container
-# on the same docker network) can reach gitnexus at gitnexus:4747.
-# docker-compose.yml intentionally does NOT expose port 4747 on the
-# host — only Caddy's 80/443 are published.
-exec gitnexus serve --host 0.0.0.0 --port 4747
diff --git a/.do/gitnexus/install-extensions.js b/.do/gitnexus/install-extensions.js
deleted file mode 100644
index 231741e949..0000000000
--- a/.do/gitnexus/install-extensions.js
+++ /dev/null
@@ -1,46 +0,0 @@
-/**
- * Pre-install LadybugDB extensions (FTS + vector) into the Docker image's
- * extension cache (~/.kuzu/extension/). Without this, gitnexus serve's
- * lbug-adapter calls LOAD EXTENSION fts at runtime but fails silently
- * because the extension was never installed, causing all BM25 and
- * semantic queries via the query() tool to return empty.
- *
- * Workaround for upstream GitNexus 1.5.3 bug where the CI-produced
- * .gitnexus/ artifact doesn't include the extension cache.
- */
-
-const path = require('path');
-const fs = require('fs');
-
-// @ladybugdb/core lives under the globally-installed gitnexus package.
-// This path is stable across gitnexus versions because npm always nests
-// transitive deps under the installed package's node_modules.
-const lbugPath = '/usr/local/lib/node_modules/gitnexus/node_modules/@ladybugdb/core';
-const lbug = require(lbugPath);
-
-const tmpDir = '/tmp/lbug-ext-install';
-fs.mkdirSync(tmpDir, { recursive: true });
-
-// Open a throwaway database just to run INSTALL against. The extension
-// cache persists in ~/.kuzu/extension/ regardless of which database was
-// used to install it, so the throwaway db and tmpDir are deleted in the
-// Dockerfile after this script finishes.
-const db = new lbug.Database(path.join(tmpDir, 'db'), 0, false, false);
-const conn = new lbug.Connection(db);
-
-(async () => {
-  try {
-    await conn.query('INSTALL fts');
-    console.log('FTS extension installed');
-  } catch (err) {
-    console.error('FTS install failed:', err.message);
-    process.exit(1);
-  }
-  try {
-    await conn.query('INSTALL vector');
-    console.log('Vector extension installed');
-  } catch (err) {
-    console.error('Vector install failed:', err.message);
-    process.exit(1);
-  }
-})();
diff --git a/.github/workflows/codegraph-select.yml b/.github/workflows/codegraph-select.yml
new file mode 100644
index 0000000000..e74c6ee213
--- /dev/null
+++ b/.github/workflows/codegraph-select.yml
@@ -0,0 +1,72 @@
+# Codegraph test selection — OBSERVE-ONLY.
+#
+# Asks the codegraph service which test files / matrix jobs this PR actually needs and writes
+# the answer to the job summary. It gates NOTHING: no workflow reads its outputs yet, it cannot
+# fail the PR (every path exits 0), and forks without secrets no-op silently. This is the
+# production probe for the shadow-mode evaluation: the same decision CI would act on, made
+# visible next to the runs it would have replaced.
+#
+# Requires repo secrets: CODEGRAPH_URL (https endpoint), CODEGRAPH_TOKEN (bearer).
+name: Codegraph Select (observe)
+
+on:
+  pull_request:
+    types: [opened, synchronize, reopened]
+
+permissions:
+  contents: read
+  pull-requests: read
+
+jobs:
+  select:
+    runs-on: ubuntu-latest
+    timeout-minutes: 3
+    steps:
+      - name: Ask codegraph, render, never fail
+        env:
+          URL: ${{ secrets.CODEGRAPH_URL }}
+          TOKEN: ${{ secrets.CODEGRAPH_TOKEN }}
+          GH_TOKEN: ${{ github.token }}
+          REPO: ${{ github.repository }}
+          PR: ${{ github.event.pull_request.number }}
+          BASE_SHA: ${{ github.event.pull_request.base.sha }}
+          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
+        run: |
+          set +e
+          note() { echo "$1" >> "$GITHUB_STEP_SUMMARY"; }
+          note "### Codegraph select — observe-only"
+          if [ -z "$URL" ] || [ -z "$TOKEN" ]; then note "_secrets not configured; skipped_"; exit 0; fi
+
+          gh api "repos/$REPO/pulls/$PR/files" --paginate \
+            --jq '.[] | {path: .filename, status, patch}' | jq -s . > files.json
+          if [ ! -s files.json ]; then note "_could not fetch changed files; skipped_"; exit 0; fi
+
+          jq -c --arg b "$BASE_SHA" --arg h "$HEAD_SHA" \
+            '{files: ., lockBaseSha: $b, lockHeadSha: $h}' files.json > body.json
+          RESP=$(curl -sS -m 45 -H "Authorization: Bearer $TOKEN" \
+            -H 'content-type: application/json' --data-binary @body.json "$URL/v1/select")
+          if [ -z "$RESP" ] || ! echo "$RESP" | jq -e .selected >/dev/null 2>&1; then
+            note "_codegraph unavailable (${RESP:0:120}); skipped — full CI runs as always_"
+            exit 0
+          fi
+
+          echo "$RESP" | jq -r '
+            "graph `\(.gate.head[0:12] // "?")` · \(.engine) · \(.mode) · \(.ms)ms · reached \(.reached)",
+            "",
+            "| workspace | decision |",
+            "|---|---|",
+            (.selected | to_entries[] |
+              "| \(.key) | " + (if .value.mode == "FULL" then "FULL — \(.value.why)"
+                elif .value.mode == "NONE" then "no tests"
+                else "\(.value.files | length) test files" end) + " |"),
+            "",
+            "matrix: " + ([.matrix | to_entries[] | .key as $wf | .value | to_entries[] |
+              "\($wf)/\(.key)=" + (if .value then "run" else "SKIP" end)] | join("  ")),
+            (if .shards then "shards: " + (.shards | to_json) else empty end),
+            (if .lock_workspaces then "lockfile → " + (.lock_workspaces | to_json) else empty end),
+            (if .e2e and (.e2e.error | not) then
+              "e2e tiers: must \(.e2e.must_run | length) · floor \(.e2e.floor | length) · skippable \(.e2e.skippable | length)" +
+              (if (.e2e.must_run | length) > 0 then " — must: " + (.e2e.must_run[:4] | join(", ")) else "" end)
+            else empty end)
+          ' >> "$GITHUB_STEP_SUMMARY"
+          exit 0
diff --git a/.github/workflows/gitnexus-cleanup-pr.yml b/.github/workflows/gitnexus-cleanup-pr.yml
deleted file mode 100644
index dfed28426e..0000000000
--- a/.github/workflows/gitnexus-cleanup-pr.yml
+++ /dev/null
@@ -1,91 +0,0 @@
-# Removes a PR's GitNexus index from the droplet when the PR is closed
-# (merged or not). The deploy workflow also prunes stale folders as a
-# safety net, but this gives us immediate cleanup without waiting for
-# the next deploy trigger.
-
-name: GitNexus Cleanup PR
-
-on:
-  pull_request:
-    types: [closed]
-
-permissions:
-  contents: read
-  actions: read
-
-concurrency:
-  group: gitnexus-cleanup-pr-${{ github.event.pull_request.number }}
-  cancel-in-progress: false
-
-jobs:
-  cleanup:
-    # Skip fork PRs entirely. GitHub withholds repository secrets from
-    # pull_request events originating on forks, so an SSH deploy job run
-    # from a fork close would fail noisily. The deploy workflow's stale-
-    # folder pruning step catches any fork-contributor indexes that
-    # actually made it onto the droplet.
-    if: github.event.pull_request.head.repo.full_name == github.repository
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    steps:
-      # Skip the SSH round-trip entirely when no index artifact was ever
-      # built for this PR (docs-only PRs, paths-ignored PRs, PRs closed
-      # before indexing finished, etc). Eliminates ~95% of no-op SSH
-      # sessions on a busy repo.
-      - name: Check for index artifact
-        id: check
-        uses: actions/github-script@v8
-        with:
-          script: |
-            const { data } = await github.rest.actions.listArtifactsForRepo({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              name: `gitnexus-index-pr-${context.payload.pull_request.number}`,
-              per_page: 1,
-            });
-            const hasArtifact = data.total_count > 0;
-            core.info(`Artifact exists: ${hasArtifact}`);
-            core.setOutput('has_artifact', hasArtifact ? 'true' : 'false');
-
-      - name: Setup SSH
-        if: steps.check.outputs.has_artifact == 'true'
-        env:
-          SSH_KEY: ${{ secrets.GITNEXUS_DO_SSH_KEY }}
-          KNOWN_HOST: ${{ secrets.GITNEXUS_DO_KNOWN_HOST }}
-        run: |
-          set -e
-          mkdir -p ~/.ssh
-          chmod 700 ~/.ssh
-          printf '%s\n' "$SSH_KEY" > ~/.ssh/deploy_key
-          chmod 600 ~/.ssh/deploy_key
-          if [ -z "$KNOWN_HOST" ]; then
-            echo "::error::GITNEXUS_DO_KNOWN_HOST secret is empty"
-            exit 1
-          fi
-          printf '%s\n' "$KNOWN_HOST" > ~/.ssh/known_hosts
-          chmod 600 ~/.ssh/known_hosts
-
-      - name: Remove PR index from droplet
-        if: steps.check.outputs.has_artifact == 'true'
-        env:
-          SSH_USER: ${{ secrets.GITNEXUS_DO_USER }}
-          SSH_HOST: ${{ secrets.GITNEXUS_DO_HOST }}
-          PR_NUM: ${{ github.event.pull_request.number }}
-        run: |
-          ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" PR_NUM="$PR_NUM" bash <<'REMOTE'
-            set -e
-            TARGET="/opt/gitnexus/indexes/LibreChat-pr-$PR_NUM"
-            if [ -d "$TARGET" ]; then
-              echo "Removing $TARGET"
-              rm -rf "$TARGET"
-              cd /opt/gitnexus
-              docker compose up -d --force-recreate gitnexus
-              echo "GitNexus restarted without PR #$PR_NUM"
-            else
-              echo "No index to clean up for PR #$PR_NUM (artifact existed but droplet folder did not)"
-            fi
-          REMOTE
-
-      - name: Cleanup SSH key
-        if: always()
-        run: rm -f ~/.ssh/deploy_key
diff --git a/.github/workflows/gitnexus-deploy.yml b/.github/workflows/gitnexus-deploy.yml
deleted file mode 100644
index 998af79fdd..0000000000
--- a/.github/workflows/gitnexus-deploy.yml
+++ /dev/null
@@ -1,583 +0,0 @@
-# Deploys GitNexus indexes to a droplet via SSH + rsync.
-#
-# Architecture:
-#   GitHub Actions (deploy)
-#     1. Resolves latest successful index runs for main and dev
-#     2. Downloads each matching .gitnexus/ artifact
-#     3. Rsyncs them into /opt/gitnexus/indexes/<name>/ on the droplet
-#     4. Removes any stale folders on the droplet that are not main/dev
-#     5. Pulls latest image, force-recreates gitnexus, reloads Caddy,
-#        and polls docker health until the container reports healthy
-#   The caddy container is untouched — no TLS churn.
-#
-# First-time droplet bootstrap (run once, manually):
-#   1. Create 2GB+ Ubuntu 24.04 droplet, add SSH key
-#   2. Point DNS A record for your subdomain at the droplet IP
-#   3. SSH in and run:
-#        curl -fsSL https://get.docker.com | sh
-#        systemctl enable --now docker
-#        mkdir -p /opt/gitnexus/indexes
-#        useradd -m -s /bin/bash deploy
-#        usermod -aG docker deploy
-#        mkdir -p /home/deploy/.ssh
-#        # Add deploy pubkey to /home/deploy/.ssh/authorized_keys
-#        chown -R deploy:deploy /home/deploy/.ssh /opt/gitnexus
-#        chmod 700 /home/deploy/.ssh
-#        ufw allow 22,80,443/tcp
-#        ufw --force enable
-#   4. Copy .do/gitnexus/docker-compose.yml and Caddyfile into /opt/gitnexus/
-#   5. Create /opt/gitnexus/.env with: GITNEXUS_DOMAIN=... and API_TOKEN=...
-#   6. cd /opt/gitnexus && docker compose up -d
-#
-#   Then capture the droplet's SSH host key from your workstation and
-#   save it as the GITNEXUS_DO_KNOWN_HOST secret (below) so CI can pin it:
-#     ssh-keyscan -H gitnexus.yourdomain.com
-#
-#   GHCR image: the workflow runs `docker login ghcr.io` on the droplet
-#   on every deploy using GITHUB_TOKEN, so the package can stay private.
-#   If you'd rather not have CI manage droplet auth, make the package
-#   public under repo Settings -> Packages.
-#
-# Required GitHub secrets:
-#   GITNEXUS_DO_HOST        — droplet IP or hostname
-#   GITNEXUS_DO_USER        — SSH user (e.g. "deploy")
-#   GITNEXUS_DO_SSH_KEY     — private key matching the authorized pubkey
-#   GITNEXUS_DO_KNOWN_HOST  — output of `ssh-keyscan -H <host>` pinning the
-#                             droplet's host keys (prevents MITM/TOFU risk)
-
-name: GitNexus Deploy
-
-on:
-  workflow_run:
-    workflows: ['GitNexus Index']
-    types: [completed]
-  workflow_dispatch:
-    inputs:
-      pr_number:
-        description: 'Optional PR number for status comments from bot-triggered dispatches'
-        type: string
-        default: ''
-
-permissions:
-  actions: read
-  contents: read
-  pull-requests: write # post status comments on PR command dispatches
-
-# Global serialization. Earlier versions used per-ref concurrency with
-# cancel-in-progress so rapid pushes to the same ref coalesced but deploys
-# targeting different refs ran in parallel. That had a data race: the
-# prune-stale-indexes step computes its active_names up front, so if
-# deploy A is rsyncing /opt/gitnexus/indexes/LibreChat-pr-12580 while
-# deploy B (started slightly later with a different ref) prunes, B can
-# rm -rf a folder A is still uploading into.
-#
-# All deploys now queue behind a single group. cancel-in-progress is
-# false so a running rsync/docker-compose restart never gets killed
-# mid-operation (which would leave the droplet in a partial state).
-# The 20-minute job timeout bounds total queue depth.
-concurrency:
-  group: gitnexus-deploy
-  cancel-in-progress: false
-
-env:
-  GITNEXUS_VERSION: '1.6.7'
-  IMAGE_NAME: ghcr.io/${{ github.repository_owner }}/librechat-gitnexus
-
-jobs:
-  # Rebuilds the long-lived image only when Dockerfile/entrypoint/extensions
-  # change. Skipped on every other run, so index-only deploys are fast.
-  build-image:
-    if: |
-      github.event_name == 'workflow_dispatch' ||
-      (
-        github.event.workflow_run.conclusion == 'success' &&
-        github.event.workflow_run.event == 'push' &&
-        (github.event.workflow_run.head_branch == 'main' ||
-         github.event.workflow_run.head_branch == 'dev')
-      )
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    permissions:
-      contents: read
-      packages: write # push image to GHCR
-    outputs:
-      image_tag: ${{ steps.tag.outputs.value }}
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v5
-        with:
-          fetch-depth: 2
-
-      - name: Detect image changes
-        id: changes
-        run: |
-          # Default to rebuild when we can't cleanly diff (first commit,
-          # workflow_run from a PR branch where HEAD isn't the trigger, etc).
-          # Rebuild on miss > skip when we should have rebuilt.
-          if git rev-parse --verify HEAD~1 >/dev/null 2>&1 && \
-             git diff --quiet HEAD~1 HEAD -- .do/gitnexus/Dockerfile .do/gitnexus/entrypoint.sh .do/gitnexus/install-extensions.js; then
-            echo "changed=false" >> "$GITHUB_OUTPUT"
-          else
-            echo "changed=true" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Compute image tag
-        id: tag
-        run: echo "value=v${{ env.GITNEXUS_VERSION }}" >> "$GITHUB_OUTPUT"
-
-      - name: Set up Docker Buildx
-        if: steps.changes.outputs.changed == 'true' || github.event_name == 'workflow_dispatch'
-        uses: docker/setup-buildx-action@v4
-
-      - name: Log in to GHCR
-        if: steps.changes.outputs.changed == 'true' || github.event_name == 'workflow_dispatch'
-        uses: docker/login-action@v4
-        with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Build and push image
-        if: steps.changes.outputs.changed == 'true' || github.event_name == 'workflow_dispatch'
-        uses: docker/build-push-action@v7
-        with:
-          context: .do/gitnexus
-          file: .do/gitnexus/Dockerfile
-          push: true
-          tags: |
-            ${{ env.IMAGE_NAME }}:latest
-            ${{ env.IMAGE_NAME }}:${{ steps.tag.outputs.value }}
-          build-args: |
-            GITNEXUS_VERSION=${{ env.GITNEXUS_VERSION }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-  deploy:
-    needs: build-image
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    permissions:
-      actions: read
-      contents: read
-      pull-requests: write # post deploy-complete comments on PR command dispatches
-    steps:
-      - name: Checkout deploy config
-        uses: actions/checkout@v5
-        with:
-          sparse-checkout: .do/gitnexus
-          fetch-depth: 1
-
-      # Resolve every index to serve. All resolutions go through
-      # listArtifactsForRepo keyed by the expected artifact name, so a
-      # run's branch or event type doesn't matter — we always pick the
-      # freshest artifact that actually exists.
-      #
-      # Why this matters: a /gitnexus index command dispatches
-      # gitnexus-index.yml with ref=main and an input pr_number, which
-      # produces a run whose head_branch is "main" but whose artifact
-      # is gitnexus-index-pr-<N>. listWorkflowRuns(branch='main') would
-      # happily return that run, and we'd then try to download a
-      # nonexistent gitnexus-index-main artifact from it. Querying by
-      # artifact name directly avoids the whole mess.
-      - name: Resolve indexes to serve
-        id: resolve
-        uses: actions/github-script@v8
-        with:
-          script: |
-            const serve = []; // [{ name, artifactName, runId }]
-
-            // Helper — pick the newest non-expired artifact matching a name.
-            const latestArtifact = async (artifactName) => {
-              const { data } = await github.rest.actions.listArtifactsForRepo({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                name: artifactName,
-                per_page: 10,
-              });
-              return data.artifacts
-                .filter((a) => !a.expired)
-                .sort((a, b) => new Date(b.created_at) - new Date(a.created_at))[0];
-            };
-
-            // --- main and dev branches ---
-            for (const [branch, name] of [
-              ['main', 'LibreChat'],
-              ['dev', 'LibreChat-dev'],
-            ]) {
-              const artifactName = `gitnexus-index-${branch}`;
-              const fresh = await latestArtifact(artifactName);
-              if (!fresh) {
-                core.warning(`No artifact found for ${branch} (expected ${artifactName})`);
-                continue;
-              }
-              serve.push({
-                name,
-                artifactName,
-                runId: fresh.workflow_run.id,
-              });
-              core.info(`${branch}: run ${fresh.workflow_run.id} -> ${name}`);
-            }
-
-            core.info('PR index deploys are paused; serving main and dev only.');
-
-            if (!serve.length) {
-              core.setFailed('No indexes to serve');
-              return;
-            }
-
-            core.setOutput('matrix', JSON.stringify(serve));
-            core.setOutput('active_names', serve.map((s) => s.name).join(','));
-
-      - name: Download each index artifact
-        env:
-          MATRIX: ${{ steps.resolve.outputs.matrix }}
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          set -e
-          mkdir -p staging
-          # main/dev artifact download failures are fatal — a missing
-          # main/dev index is a real deploy failure. PR artifact failures
-          # are soft — a PR artifact deleted mid-deploy shouldn't abort
-          # the whole deploy and take main/dev down with it.
-          echo "$MATRIX" | jq -c '.[]' | while read -r entry; do
-            name=$(echo "$entry" | jq -r '.name')
-            artifact=$(echo "$entry" | jq -r '.artifactName')
-            runId=$(echo "$entry" | jq -r '.runId')
-            target="staging/${name}/.gitnexus"
-            echo "Downloading $artifact from run $runId -> $target"
-            mkdir -p "$target"
-            if ! gh run download "$runId" \
-                --repo "${{ github.repository }}" \
-                --name "$artifact" \
-                --dir "$target"; then
-              case "$name" in
-                LibreChat|LibreChat-dev)
-                  echo "::error::Failed to download critical artifact $artifact"
-                  exit 1
-                  ;;
-                *)
-                  # The name stays in active_names so the prune step
-                  # won't remove the droplet's existing copy. The old
-                  # index keeps being served instead of being wiped to
-                  # nothing — stale beats empty — but observability
-                  # requires an explicit notice since this path is
-                  # invisible in the happy-path deploy log.
-                  echo "::warning::Failed to download PR artifact $artifact — skipping fresh sync; previous index (if any) will continue being served from the droplet"
-                  rm -rf "staging/${name}"
-                  ;;
-              esac
-            fi
-          done
-          echo ""
-          echo "Staged for rsync:"
-          du -sh staging/*/.gitnexus/ 2>/dev/null || echo "(none)"
-
-      - name: Setup SSH
-        env:
-          SSH_KEY: ${{ secrets.GITNEXUS_DO_SSH_KEY }}
-          KNOWN_HOST: ${{ secrets.GITNEXUS_DO_KNOWN_HOST }}
-        run: |
-          set -e
-          mkdir -p ~/.ssh
-          chmod 700 ~/.ssh
-          printf '%s\n' "$SSH_KEY" > ~/.ssh/deploy_key
-          chmod 600 ~/.ssh/deploy_key
-          # Pin the droplet's SSH host key from a repository secret instead
-          # of trusting whatever ssh-keyscan returns at deploy time. The
-          # secret is populated from `ssh-keyscan -H <host>` at bootstrap.
-          if [ -z "$KNOWN_HOST" ]; then
-            echo "::error::GITNEXUS_DO_KNOWN_HOST secret is empty. Run ssh-keyscan -H <host> and paste the output as this secret."
-            exit 1
-          fi
-          printf '%s\n' "$KNOWN_HOST" > ~/.ssh/known_hosts
-          chmod 600 ~/.ssh/known_hosts
-
-      - name: Authenticate droplet with GHCR
-        # GHCR packages pushed by GITHUB_TOKEN start private. The droplet
-        # pulls the image on every deploy, so we re-authenticate it here
-        # using the same short-lived token. If the package is public, this
-        # step is redundant but harmless.
-        #
-        # The token MUST travel through SSH stdin (not as a command arg)
-        # so it's never visible in the droplet's process table via
-        # /proc/<pid>/cmdline. `printf '%s'` is preferred over `echo`
-        # so the exact byte sequence sent is explicit — docker login
-        # tolerates a trailing newline but `printf` makes the intent
-        # obvious and portable across shells.
-        env:
-          SSH_USER: ${{ secrets.GITNEXUS_DO_USER }}
-          SSH_HOST: ${{ secrets.GITNEXUS_DO_HOST }}
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GH_ACTOR: ${{ github.actor }}
-        run: |
-          printf '%s' "$GH_TOKEN" | ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" \
-            "docker login ghcr.io -u '$GH_ACTOR' --password-stdin"
-
-      - name: Upload config files
-        env:
-          SSH_USER: ${{ secrets.GITNEXUS_DO_USER }}
-          SSH_HOST: ${{ secrets.GITNEXUS_DO_HOST }}
-        run: |
-          rsync -az -e "ssh -i ~/.ssh/deploy_key" \
-            .do/gitnexus/docker-compose.yml \
-            .do/gitnexus/Caddyfile \
-            "$SSH_USER@$SSH_HOST:/opt/gitnexus/"
-
-      - name: Prune stale indexes then sync fresh ones
-        env:
-          SSH_USER: ${{ secrets.GITNEXUS_DO_USER }}
-          SSH_HOST: ${{ secrets.GITNEXUS_DO_HOST }}
-          ACTIVE_NAMES: ${{ steps.resolve.outputs.active_names }}
-        run: |
-          set -e
-          # ── Step 1: prune FIRST ────────────────────────────────
-          # Remove any folders on the droplet that aren't in the active set.
-          # This frees disk BEFORE rsyncing new data, which matters on a
-          # 10GB disk where each current index is ~400MB.
-          echo "Pruning stale indexes (keeping: $ACTIVE_NAMES)"
-          ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" \
-            ACTIVE_NAMES="$ACTIVE_NAMES" bash <<'REMOTE'
-            set -e
-            cd /opt/gitnexus/indexes || exit 0
-            shopt -s nullglob
-            IFS=',' read -ra ACTIVE <<< "$ACTIVE_NAMES"
-            for dir in */; do
-              dir="${dir%/}"
-              keep=false
-              for a in "${ACTIVE[@]}"; do
-                if [ "$dir" = "$a" ]; then keep=true; break; fi
-              done
-              if [ "$keep" = false ]; then
-                echo "Removing stale index: $dir"
-                rm -rf "$dir"
-              fi
-            done
-            echo "Disk after prune:"
-            df -h / | tail -1
-          REMOTE
-
-          # ── Step 2: rsync-then-swap ─────────────────────────────
-          # Upload each index to a temp directory, then atomically swap
-          # it into place. If rsync fails, the old index survives intact
-          # and the partial temp dir is cleaned up — no production data
-          # is lost. The brief period where both old + new exist costs
-          # ~400MB of extra disk, but the prune step already freed
-          # space from evicted indexes so this fits on a 10GB disk.
-          for dir in staging/*/; do
-            [ -d "$dir" ] || continue
-            name=$(basename "$dir")
-            echo "Syncing $name (rsync-then-swap)"
-            ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" \
-              "mkdir -p /opt/gitnexus/indexes/${name}.new"
-            if rsync -az -e "ssh -i ~/.ssh/deploy_key" \
-              "$dir" \
-              "$SSH_USER@$SSH_HOST:/opt/gitnexus/indexes/${name}.new/"; then
-              # Swap: remove old, rename new into place
-              ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" \
-                "rm -rf /opt/gitnexus/indexes/$name && mv /opt/gitnexus/indexes/${name}.new /opt/gitnexus/indexes/$name"
-              echo "  $name swapped successfully"
-            else
-              # Clean up the partial temp dir
-              ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" \
-                "rm -rf /opt/gitnexus/indexes/${name}.new"
-              # main/dev are critical — abort the deploy so the failure
-              # is visible and the container isn't restarted with stale
-              # or missing data. PR indexes are best-effort.
-              case "$name" in
-                LibreChat|LibreChat-dev)
-                  echo "::error::rsync failed for critical index $name — aborting deploy"
-                  exit 1
-                  ;;
-                *)
-                  echo "::warning::rsync failed for PR index $name — keeping previous index"
-                  ;;
-              esac
-            fi
-          done
-
-      - name: Pull image, restart gitnexus, reload Caddy, wait for healthy
-        env:
-          SSH_USER: ${{ secrets.GITNEXUS_DO_USER }}
-          SSH_HOST: ${{ secrets.GITNEXUS_DO_HOST }}
-        run: |
-          ssh -i ~/.ssh/deploy_key "$SSH_USER@$SSH_HOST" bash <<'REMOTE'
-            set -e
-            cd /opt/gitnexus
-
-            # ── Disk cleanup ──────────────────────────────────────
-            # Docker accumulates old image layers, dangling images, and
-            # build cache across deploys. This droplet is only ~8.7GB
-            # usable with a 700MB+ gitnexus image, so disk pressure is
-            # constant. Prune everything not used by currently-running
-            # containers BEFORE pulling the new image so the extract has
-            # room; the post-recreate prune below reclaims the old image.
-            echo "Disk before cleanup:"
-            df -h / | tail -1
-            # Omit --volumes: Caddy's caddy-data and caddy-config volumes
-            # hold TLS certificates and ACME state. If Caddy happens to be
-            # stopped when this runs (the workflow handles that case later),
-            # --volumes would wipe them, forcing Let's Encrypt re-issuance
-            # and risking rate-limit lockout (5 certs/domain/week).
-            docker system prune -af 2>/dev/null || true
-            echo "Disk after cleanup:"
-            df -h / | tail -1
-
-            # Fail fast if disk is critically low even after prune. The
-            # gitnexus image is ~700MB and shares most layers with the
-            # running one, so an incremental pull needs well under 1GB.
-            # 1536MB leaves headroom on this small droplet without the
-            # over-conservative 2GB guard aborting on a healthy box.
-            AVAIL_MB=$(df --output=avail -m / | tail -1 | tr -d ' ')
-            if [ "$AVAIL_MB" -lt 1536 ]; then
-              echo "::error::Disk critically low (${AVAIL_MB}MB free). Aborting deploy."
-              exit 1
-            fi
-
-            docker compose pull gitnexus
-            docker compose up -d --force-recreate gitnexus
-
-            # The previous gitnexus image is now dangling (the running
-            # container was recreated onto the freshly pulled image). The
-            # pre-pull prune above couldn't touch it because it was still
-            # in use at that point. Reclaim it now so the old generation
-            # doesn't accumulate — critical on this 10GB droplet.
-            docker image prune -f 2>/dev/null || true
-
-            # Reload Caddy in-place so a changed Caddyfile takes effect
-            # without losing TLS certs or restarting connections. If caddy
-            # isn't running yet (first-time bootstrap), bring it up.
-            if docker compose ps --status running caddy 2>/dev/null | grep -q caddy; then
-              echo "Reloading Caddy config"
-              docker compose exec -T caddy caddy reload --config /etc/caddy/Caddyfile || {
-                echo "Caddy reload failed — forcing restart"
-                docker compose up -d --force-recreate caddy
-              }
-            else
-              echo "Caddy not running — starting"
-              docker compose up -d caddy
-            fi
-
-            # Poll gitnexus health until ready or timeout. Docker's own
-            # unhealthy detection takes up to 150s (start_period 60s +
-            # retries 3 * interval 30s), so the poll ceiling must clear
-            # that to avoid false negatives when gitnexus legitimately
-            # takes ~2.5 min to warm up.
-            # Max wait = 36 sleeps * 5s = 180s (final iteration exits
-            # before its sleep on failure, so 37 iterations is the
-            # correct upper bound for a true 180s ceiling).
-            echo "Waiting for gitnexus to report healthy..."
-            for i in $(seq 1 37); do
-              STATUS=$(docker inspect --format='{{.State.Health.Status}}' gitnexus 2>/dev/null || echo unknown)
-              echo "[$i/37] gitnexus health: $STATUS"
-              if [ "$STATUS" = "healthy" ]; then
-                echo "gitnexus is healthy"
-                break
-              fi
-              if [ "$i" -eq 37 ]; then
-                echo "ERROR: gitnexus failed to become healthy after 180s"
-                docker compose ps
-                docker compose logs --tail 80 gitnexus
-                exit 1
-              fi
-              sleep 5
-            done
-
-            docker compose ps
-            echo "--- Caddy logs (last 20 lines) ---"
-            docker compose logs --tail 20 caddy || true
-            echo "--- GitNexus logs (last 30 lines) ---"
-            docker compose logs --tail 30 gitnexus || true
-          REMOTE
-
-      # When the deploy was triggered by a PR command path, post a
-      # terminal status comment on that one PR only. Two sub-cases:
-      #
-      #   1. workflow_run trigger: the PR's native auto-index run fired
-      #      workflow_run, so github.event.workflow_run.id is the trigger.
-      #      Find the matching PR via the matrix entry whose runId matches.
-      #
-      #   2. workflow_dispatch trigger with inputs.pr_number set: the
-      #      index workflow's bot-fallback path dispatched us directly
-      #      because workflow_run is suppressed for GITHUB_TOKEN triggers.
-      #      Use inputs.pr_number as the comment target.
-      #
-      # Broadcast-commenting on every active PR would be noise — only the
-      # PR that asked for a fresh index gets a reply.
-      - name: Comment on PR — deploy complete
-        if: always()
-        uses: actions/github-script@v8
-        env:
-          MATRIX: ${{ steps.resolve.outputs.matrix }}
-          TRIGGER_RUN_ID: ${{ github.event.workflow_run.id }}
-          DISPATCH_PR_NUMBER: ${{ github.event.inputs.pr_number }}
-          DEPLOY_STATUS: ${{ job.status }}
-        with:
-          script: |
-            const deployUrl = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}`;
-            const matrix = JSON.parse(process.env.MATRIX || '[]');
-            let prNum = null;
-
-            // Case 1: dispatched directly with pr_number (bot-fallback path)
-            if (process.env.DISPATCH_PR_NUMBER && process.env.DISPATCH_PR_NUMBER !== '') {
-              const dispatchPrRaw = process.env.DISPATCH_PR_NUMBER;
-              if (!/^\d+$/.test(dispatchPrRaw)) {
-                core.setFailed(`Invalid PR number: ${dispatchPrRaw}`);
-                return;
-              }
-
-              const dispatchPrNum = Number(dispatchPrRaw);
-              const servedPr = matrix.some((m) => m.name === `LibreChat-pr-${dispatchPrNum}`);
-
-              if (!servedPr) {
-                const body = [
-                  '### GitNexus: PR deploy skipped',
-                  '',
-                  'PR-specific deploys are paused; only `LibreChat` and `LibreChat-dev` are currently served.',
-                  `[Deploy run](${deployUrl})`,
-                ].join('\n');
-                await github.rest.issues.createComment({
-                  owner: context.repo.owner,
-                  repo: context.repo.repo,
-                  issue_number: dispatchPrNum,
-                  body,
-                });
-                return;
-              }
-
-              prNum = dispatchPrNum;
-            }
-            // Case 2: workflow_run trigger from a PR index run
-            else if (context.eventName === 'workflow_run') {
-              const triggerRunId = Number(process.env.TRIGGER_RUN_ID);
-              const match = matrix.find(
-                (m) => m.runId === triggerRunId && m.name.startsWith('LibreChat-pr-'),
-              );
-              if (match) {
-                prNum = parseInt(match.name.replace('LibreChat-pr-', ''), 10);
-              }
-            }
-
-            if (!prNum) {
-              core.info('No PR to comment on (trigger was not a PR-scoped index); skipping.');
-              return;
-            }
-
-            const ok = process.env.DEPLOY_STATUS === 'success';
-            const body = [
-              `### GitNexus: ${ok ? '🚀 deployed' : '❌ deploy failed'}`,
-              '',
-              ok
-                ? `The \`LibreChat-pr-${prNum}\` index is now live on the MCP server.`
-                : `The deploy failed — the previous index (if any) continues to be served.`,
-              `[Deploy run](${deployUrl})`,
-            ].join('\n');
-            await github.rest.issues.createComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: prNum,
-              body,
-            });
-
-      - name: Cleanup SSH key
-        if: always()
-        run: rm -f ~/.ssh/deploy_key
diff --git a/.github/workflows/gitnexus-index.yml b/.github/workflows/gitnexus-index.yml
deleted file mode 100644
index 21edd34e52..0000000000
--- a/.github/workflows/gitnexus-index.yml
+++ /dev/null
@@ -1,323 +0,0 @@
-name: GitNexus Index
-
-on:
-  # PR branches are NOT auto-indexed — an embeddings run is too slow to
-  # spend on every PR push. Only main/dev are indexed automatically;
-  # individual PRs are indexed on demand via the /gitnexus command or a
-  # manual workflow_dispatch.
-  push:
-    branches: [main, dev]
-    paths-ignore: ['**.md', 'docs/**', 'LICENSE', '.github/**']
-  workflow_dispatch:
-    inputs:
-      embeddings:
-        description: 'Enable embedding generation (slow, increases index size)'
-        type: boolean
-        default: false
-      force:
-        description: 'Force full re-index'
-        type: boolean
-        default: false
-      # When invoked from the /gitnexus index PR command, the command
-      # workflow fills these so the index is built from the PR's head
-      # ref and uploaded under the PR-numbered artifact name.
-      pr_number:
-        description: 'PR number to index (set by /gitnexus command)'
-        type: string
-        default: ''
-      pr_ref:
-        description: 'Optional PR head ref to check out; defaults to refs/pull/<pr_number>/head when pr_number is set'
-        type: string
-        default: ''
-      deploy_after:
-        description: 'Dispatch GitNexus Deploy after a successful index run'
-        type: boolean
-        default: false
-
-permissions:
-  contents: read
-
-concurrency:
-  # When triggered by the /gitnexus command, group by PR number so rapid
-  # re-runs coalesce. Otherwise group by git ref as before.
-  group: gitnexus-${{ inputs.pr_number != '' && format('pr-{0}', inputs.pr_number) || github.ref }}
-  cancel-in-progress: true
-
-env:
-  GITNEXUS_VERSION: '1.6.7'
-
-jobs:
-  index:
-    permissions:
-      contents: read
-      pull-requests: read # read changed files to decide whether embeddings are needed
-    # Push + dispatch run unconditionally. The pull_request trigger is
-    # disabled (see `on:` above), so this never runs automatically on a
-    # PR. PRs are indexed on demand instead:
-    #   - /gitnexus index    (PR comment command, contributor-gated)
-    #   - workflow_dispatch   (manual dispatch from Actions UI)
-    # Both arrive as workflow_dispatch. The pull_request guard is kept as
-    # a safety net should the trigger ever be re-added.
-    if: |
-      github.event_name != 'pull_request' ||
-      github.event.pull_request.user.login == 'danny-avila'
-    runs-on: ubuntu-latest
-    # Embedding generation dominates the budget: ~45 min worst case on
-    # standard runners since the 1.6.x graph (~23k nodes) doubled vs 1.5.x.
-    timeout-minutes: 60
-    # Best-effort index: a tool-internal crash must not block PRs. Fail soft on
-    # PR events; push/dispatch runs still fail loudly so regressions stay visible.
-    continue-on-error: ${{ github.event_name == 'pull_request' }}
-    steps:
-      - name: Validate dispatch inputs
-        if: github.event_name == 'workflow_dispatch'
-        env:
-          PR_NUMBER: ${{ inputs.pr_number }}
-          PR_REF: ${{ inputs.pr_ref }}
-        run: |
-          set -euo pipefail
-          if [ -n "$PR_NUMBER" ]; then
-            if [[ ! "$PR_NUMBER" =~ ^[0-9]+$ ]]; then
-              echo "::error::pr_number must be numeric"
-              exit 1
-            fi
-            EXPECTED_REF="refs/pull/${PR_NUMBER}/head"
-            if [ -n "$PR_REF" ] && [ "$PR_REF" != "$EXPECTED_REF" ]; then
-              echo "::error::pr_ref must match ${EXPECTED_REF}"
-              exit 1
-            fi
-          elif [ -n "$PR_REF" ]; then
-            echo "::error::pr_ref requires pr_number"
-            exit 1
-          fi
-
-      - name: Resolve GitNexus flags
-        id: flags
-        env:
-          EVENT_NAME: ${{ github.event_name }}
-          ENABLE_EMBEDDINGS_INPUT: ${{ inputs.embeddings }}
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUM: ${{ github.event.pull_request.number }}
-        run: |
-          set -euo pipefail
-
-          # Decide whether to generate embeddings. Rules:
-          #   push (main/dev)      -> always embed
-          #   pull_request         -> embed ONLY when the PR changes files
-          #                           under paths that also trigger backend
-          #                           or frontend unit tests (api/, client/,
-          #                           packages/). Docs/config-only PRs skip
-          #                           embeddings to save ~3-5 min of CI.
-          #   workflow_dispatch    -> respect the explicit `embeddings` input
-          #                           (default false). This also covers the
-          #                           /gitnexus index [embeddings] command.
-          ENABLE_EMBEDDINGS=false
-          case "$EVENT_NAME" in
-            workflow_dispatch)
-              [ "$ENABLE_EMBEDDINGS_INPUT" = "true" ] && ENABLE_EMBEDDINGS=true
-              ;;
-            push)
-              ENABLE_EMBEDDINGS=true
-              ;;
-            pull_request)
-              CHANGED=$(gh api "repos/${{ github.repository }}/pulls/$PR_NUM/files" \
-                --paginate --jq '.[].filename' 2>/dev/null || echo "")
-              if printf '%s\n' "$CHANGED" | grep -qE '^(api/|client/|packages/)'; then
-                echo "PR #$PR_NUM touches unit-test paths (api|client|packages) — enabling embeddings"
-                ENABLE_EMBEDDINGS=true
-              else
-                echo "PR #$PR_NUM does not touch unit-test paths — graph-only index"
-              fi
-              ;;
-          esac
-
-          if [ "$ENABLE_EMBEDDINGS" = "true" ]; then
-            echo "enable_embeddings=true" >> "$GITHUB_OUTPUT"
-          else
-            echo "enable_embeddings=false" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v5
-        with:
-          node-version: '24.16.0'
-
-      - name: Install GitNexus CLI
-        working-directory: ${{ runner.temp }}
-        env:
-          NPM_CONFIG_AUDIT: false
-          NPM_CONFIG_CACHE: ${{ runner.temp }}/gitnexus-npm-cache
-          NPM_CONFIG_FUND: false
-          NPM_CONFIG_GLOBALCONFIG: ${{ runner.temp }}/gitnexus-cli/global-npmrc
-          NPM_CONFIG_REGISTRY: https://registry.npmjs.org/
-          NPM_CONFIG_USERCONFIG: ${{ runner.temp }}/gitnexus-cli/.npmrc
-        run: |
-          set -euo pipefail
-          mkdir -p "$RUNNER_TEMP/gitnexus-cli" "$RUNNER_TEMP/gitnexus-npm-cache"
-          : > "$RUNNER_TEMP/gitnexus-cli/global-npmrc"
-          printf '%s\n' \
-            'registry=https://registry.npmjs.org/' \
-            'audit=false' \
-            'fund=false' \
-            > "$RUNNER_TEMP/gitnexus-cli/.npmrc"
-          # Keep GitNexus' native DB dependency deterministic in fresh CI installs.
-          npm install \
-            --prefix "$RUNNER_TEMP/gitnexus-cli" \
-            --no-save \
-            --no-package-lock \
-            "gitnexus@${{ env.GITNEXUS_VERSION }}" \
-            "@ladybugdb/core@0.17.1"
-          test -x "$RUNNER_TEMP/gitnexus-cli/node_modules/.bin/gitnexus"
-
-      - name: Checkout repository
-        uses: actions/checkout@v5
-        with:
-          # When the /gitnexus command dispatches us with a pr_ref, it's
-          # a refs/pull/<N>/head ref that GitHub mirrors into the base
-          # repo for every PR, so checkout works for fork PRs too. When
-          # pr_ref is empty (native push/pull_request), fall back to the
-          # default ref actions/checkout would use.
-          ref: ${{ inputs.pr_ref || (inputs.pr_number != '' && format('refs/pull/{0}/head', inputs.pr_number) || '') }}
-          fetch-depth: 1
-          persist-credentials: false
-
-      # HuggingFace throttles anonymous model downloads from shared GHA
-      # runner IPs (429s or stalled transfers). Cache the embedding model
-      # across runs so warm runs never touch HF at all.
-      - name: Cache HuggingFace embedding model
-        if: steps.flags.outputs.enable_embeddings == 'true'
-        uses: actions/cache@v5
-        with:
-          path: ${{ runner.temp }}/hf-cache
-          key: hf-model-snowflake-arctic-embed-xs-v1
-
-      - name: Run GitNexus Analyze
-        working-directory: ${{ runner.temp }}
-        env:
-          ENABLE_EMBEDDINGS: ${{ steps.flags.outputs.enable_embeddings }}
-          FORCE: ${{ inputs.force }}
-          GITNEXUS_BIN: ${{ runner.temp }}/gitnexus-cli/node_modules/.bin/gitnexus
-          # Fail soft in ~2 min on stalled downloads instead of eating the
-          # 25-min job budget; HF_TOKEN lifts the anonymous rate limit on
-          # cold-cache runs (empty when the secret is unset — safe no-op).
-          HF_DOWNLOAD_TIMEOUT_MS: '60000'
-          HF_HOME: ${{ runner.temp }}/hf-cache
-          HF_MAX_ATTEMPTS: '2'
-          HF_TOKEN: ${{ secrets.HF_TOKEN }}
-          NPM_CONFIG_AUDIT: false
-          NPM_CONFIG_CACHE: ${{ runner.temp }}/gitnexus-npm-cache
-          NPM_CONFIG_FUND: false
-          NPM_CONFIG_GLOBALCONFIG: ${{ runner.temp }}/gitnexus-cli/global-npmrc
-          NPM_CONFIG_REGISTRY: https://registry.npmjs.org/
-          NPM_CONFIG_USERCONFIG: ${{ runner.temp }}/gitnexus-cli/.npmrc
-        run: |
-          set -euo pipefail
-          FLAGS=(--skip-agents-md --verbose)
-
-          if [ "$ENABLE_EMBEDDINGS" = "true" ]; then
-            FLAGS+=(--embeddings)
-          fi
-          if [ "$FORCE" = "true" ]; then
-            FLAGS+=(--force)
-          fi
-          "$GITNEXUS_BIN" analyze "$GITHUB_WORKSPACE" "${FLAGS[@]}"
-
-      - name: Verify index
-        run: |
-          if [ ! -d ".gitnexus" ] || [ ! -f ".gitnexus/meta.json" ]; then
-            echo "::error::GitNexus index was not created"
-            exit 1
-          fi
-          echo "::group::Index metadata"
-          cat .gitnexus/meta.json
-          echo ""
-          echo "::endgroup::"
-
-      - name: Upload GitNexus index
-        uses: actions/upload-artifact@v6
-        with:
-          # Artifact naming order of precedence:
-          #   1. /gitnexus command dispatch: inputs.pr_number -> pr-<N>
-          #   2. Native pull_request event: github.event.pull_request.number
-          #   3. Push or manual dispatch without pr_number: github.ref_name
-          name: >-
-            gitnexus-index-${{
-              inputs.pr_number != ''
-              && format('pr-{0}', inputs.pr_number)
-              || (github.event_name == 'pull_request'
-                  && format('pr-{0}', github.event.pull_request.number)
-                  || github.ref_name)
-            }}
-          path: .gitnexus/
-          include-hidden-files: true
-          retention-days: 30
-
-  post-index:
-    needs: index
-    if: |
-      always() &&
-      (inputs.pr_number != '' ||
-       inputs.deploy_after)
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-      actions: write # dispatch gitnexus-deploy.yml when deploy_after is set
-      pull-requests: write # post completion comments for /gitnexus command runs
-    steps:
-      # GitHub suppresses workflow_run events for workflow runs triggered
-      # by GITHUB_TOKEN (to prevent recursive chaining). Dispatches without
-      # a PR number can still opt into a deploy by setting deploy_after=true.
-      - name: Trigger deploy workflow after non-PR dispatches
-        if: inputs.deploy_after && inputs.pr_number == '' && needs.index.result == 'success'
-        uses: actions/github-script@v8
-        with:
-          script: |
-            core.info('deploy_after=true; dispatching gitnexus-deploy.yml manually.');
-            await github.rest.actions.createWorkflowDispatch({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              workflow_id: 'gitnexus-deploy.yml',
-              ref: 'main',
-              inputs: {
-                pr_number: '',
-              },
-            });
-
-      # Reply on the PR when the /gitnexus command path runs so the
-      # requester knows the index step finished. This fires when
-      # inputs.pr_number is set and reports the index job result.
-      - name: Comment on PR — index complete
-        if: inputs.pr_number != ''
-        uses: actions/github-script@v8
-        env:
-          EMBEDDINGS_INPUT: ${{ inputs.embeddings }}
-          INDEX_RESULT: ${{ needs.index.result }}
-          PR_NUMBER: ${{ inputs.pr_number }}
-        with:
-          script: |
-            const indexSucceeded = process.env.INDEX_RESULT === 'success';
-            const outcome = indexSucceeded ? '✅ indexed' : '❌ index failed';
-            const prNum = parseInt(process.env.PR_NUMBER || '', 10);
-            if (!Number.isSafeInteger(prNum)) {
-              core.setFailed(`Invalid PR number: ${process.env.PR_NUMBER}`);
-              return;
-            }
-            const runUrl = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}`;
-            const embeddingsFlag = process.env.EMBEDDINGS_INPUT === 'true' ? 'with embeddings' : 'graph-only';
-            const body = [
-              `### GitNexus: ${outcome}`,
-              ``,
-              `PR #${prNum} was indexed ${embeddingsFlag}.`,
-              `[Index run](${runUrl})`,
-              '',
-              indexSucceeded
-                ? 'PR-specific deploys are paused; only `LibreChat` and `LibreChat-dev` are currently served.'
-                : '_Index run failed — the previous index (if any) continues to be served._',
-            ].join('\n');
-            await github.rest.issues.createComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: prNum,
-              body,
-            });
diff --git a/.github/workflows/gitnexus-pr-command.yml b/.github/workflows/gitnexus-pr-command.yml
deleted file mode 100644
index a4efcfe37d..0000000000
--- a/.github/workflows/gitnexus-pr-command.yml
+++ /dev/null
@@ -1,141 +0,0 @@
-# Responds to `/gitnexus index` comments on pull requests.
-#
-# Gated to the same author_association roles (OWNER, MEMBER, COLLABORATOR)
-# as the automatic PR index trigger, but applied to the COMMENTER, not
-# the PR author. This intentionally lets a contributor index a PR from
-# a non-contributor / first-time fork author — the contributor takes
-# responsibility for the trust boundary by typing the command.
-#
-# When a matching comment lands on a PR, this workflow dispatches
-# `gitnexus-index.yml` with the PR number and the `refs/pull/<N>/head`
-# ref so indexing works for fork PRs too (GitHub mirrors every PR's
-# head ref into the base repo regardless of which fork it originated
-# from, so actions/checkout can always resolve it).
-#
-# Use cases:
-#   - Re-index a PR after a rebase without pushing a new commit
-#   - Index a docs-only PR that was skipped by paths-ignore
-#   - Index a non-contributor (fork) PR that the auto-trigger skipped
-#   - Re-run a failed index
-#
-# Supported commands:
-#   /gitnexus index             — index the PR with embeddings (default)
-#   /gitnexus index embeddings  — explicit form of the above; same effect
-#   /gitnexus index fast        — graph-only index (skip embeddings), for
-#                                 a quick re-index without waiting ~5 min
-#                                 of embedding generation
-
-name: GitNexus PR Command
-
-on:
-  issue_comment:
-    types: [created]
-
-permissions:
-  contents: read
-  pull-requests: write
-  actions: write # needed to dispatch gitnexus-index.yml
-
-concurrency:
-  group: gitnexus-pr-command-${{ github.event.issue.number }}
-  cancel-in-progress: false
-
-jobs:
-  dispatch:
-    # Only run for PR comments that start with /gitnexus from trusted
-    # commenters. Intentionally checks the COMMENTER's association so a
-    # contributor can index a non-contributor's PR on demand.
-    if: |
-      github.event.issue.pull_request != null &&
-      startsWith(github.event.comment.body, '/gitnexus') &&
-      (github.event.comment.author_association == 'OWNER' ||
-       github.event.comment.author_association == 'MEMBER' ||
-       github.event.comment.author_association == 'COLLABORATOR')
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    steps:
-      - name: Parse command and resolve PR head ref
-        id: parse
-        uses: actions/github-script@v8
-        with:
-          script: |
-            const body = context.payload.comment.body.trim();
-            const match = body.match(/^\/gitnexus\s+(\w+)(?:\s+(\w+))?/);
-            if (!match) {
-              core.setFailed(`Unrecognized command: ${body}. Try: /gitnexus index [fast]`);
-              return;
-            }
-            const [, subcommand, modifier] = match;
-            if (subcommand !== 'index') {
-              core.setFailed(`Unknown subcommand: ${subcommand}. Only 'index' is supported.`);
-              return;
-            }
-            // Default to embeddings on — a contributor typing the command
-            // has already decided they want a full re-index. The `fast`
-            // modifier is the explicit opt-out for graph-only runs.
-            // `embeddings` is accepted as a no-op alias for backwards
-            // compat with the previous command form.
-            let embeddings = 'true';
-            if (modifier === 'fast' || modifier === 'graph-only' || modifier === 'no-embeddings') {
-              embeddings = 'false';
-            }
-
-            // Use refs/pull/<N>/head instead of the raw head SHA. GitHub
-            // mirrors every PR's head into the base repo as this ref, so
-            // actions/checkout can always resolve it — even for PRs from
-            // forks whose raw SHAs don't exist in the base repo.
-            const prNum = context.payload.issue.number;
-            core.setOutput('pr_number', String(prNum));
-            core.setOutput('pr_ref', `refs/pull/${prNum}/head`);
-            core.setOutput('embeddings', embeddings);
-            core.info(
-              `Dispatching index for PR #${prNum} at refs/pull/${prNum}/head (embeddings=${embeddings}, modifier=${modifier || '(none)'})`,
-            );
-
-      - name: Dispatch gitnexus-index workflow
-        uses: actions/github-script@v8
-        env:
-          EMBEDDINGS: ${{ steps.parse.outputs.embeddings }}
-          PR_NUMBER: ${{ steps.parse.outputs.pr_number }}
-          PR_REF: ${{ steps.parse.outputs.pr_ref }}
-        with:
-          script: |
-            const prNumber = process.env.PR_NUMBER || '';
-            const prRef = process.env.PR_REF || '';
-            const embeddings = process.env.EMBEDDINGS || 'false';
-            if (!/^[0-9]+$/.test(prNumber)) {
-              core.setFailed(`Invalid PR number: ${prNumber}`);
-              return;
-            }
-            if (prRef !== `refs/pull/${prNumber}/head`) {
-              core.setFailed(`Invalid PR ref: ${prRef}`);
-              return;
-            }
-            if (!['true', 'false'].includes(embeddings)) {
-              core.setFailed(`Invalid embeddings value: ${embeddings}`);
-              return;
-            }
-            await github.rest.actions.createWorkflowDispatch({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              workflow_id: 'gitnexus-index.yml',
-              ref: 'main',
-              inputs: {
-                pr_number: prNumber,
-                pr_ref: prRef,
-                embeddings,
-                force: 'false',
-                deploy_after: 'true',
-              },
-            });
-
-      - name: React to the comment
-        uses: actions/github-script@v8
-        with:
-          script: |
-            await github.rest.reactions.createForIssueComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              comment_id: context.payload.comment.id,
-              content: 'rocket',
-            });