diff --git a/.claude/skills/setup-project/SKILL.md b/.claude/skills/setup-project/SKILL.md
index 038c5196..3a5acf69 100644
--- a/.claude/skills/setup-project/SKILL.md
+++ b/.claude/skills/setup-project/SKILL.md
@@ -43,6 +43,40 @@ date: 2025-01-01
 5. Check releases page for container images
 6. Last resort: Build from Dockerfile (avoid if possible)
 
+**Classify Dockerfile State** (drives whether we contribute a PR back upstream later):
+
+| State | When | Action on deploy success |
+|---|---|---|
+| `image-used` | An official/community image worked (priority 1-5). | No upstream PR. Default case. |
+| `used-as-is` | Upstream ships a Dockerfile; it built and ran fine. | No upstream PR. |
+| `fixed-broken-upstream` | Upstream Dockerfile exists but fails to build / run; we patched it. | Open a `fix-dockerfile` PR after stability gate. |
+| `written-from-scratch` | Upstream has no Dockerfile at all; we authored one. | Open an `add-dockerfile` PR after stability gate. |
+
+Record the chosen state and supporting metadata in `modules/kubernetes/<service>/.contribution-state.json`. When we author or fix a Dockerfile, also write `modules/kubernetes/<service>/files/Dockerfile`, `.dockerignore`, and `BUILD.md` (from `templates/Dockerfile.README.md`) — these travel with the upstream PR.
+
+```json
+{
+  "upstream_repo": "owner/name",
+  "dockerfile_state": "written-from-scratch",
+  "dockerfile_path_in_infra": "modules/kubernetes/<service>/files/Dockerfile",
+  "deploy_target_url": "https://<service>.viktorbarzin.me",
+  "image_tag": "registry.viktorbarzin.me/<service>:<sha>",
+  "image_size": "<MB>",
+  "base_image": "<e.g. python:3.12-slim>",
+  "dockerfile_shape": "multi-stage, non-root, linux/amd64",
+  "deploy_verified_at": null,
+  "contribution_pr_url": null
+}
+```
+
+**Dockerfile quality bar** (when writing one ourselves — enforced before PR):
+- Multi-stage build where it makes sense (Node, Go, Rust, Python with compiled deps).
+- Explicit non-root `USER`.
+- `HEALTHCHECK` when the app exposes a known endpoint.
+- Minimal base image (alpine / distroless preferred; `-slim` otherwise).
+- No secrets baked in; runtime config via `ENV`.
+- `.dockerignore` that excludes `.git`, `node_modules`, test artifacts.
+
 **Extract Configuration**:
 - Container port (default port the app listens on)
 - Environment variables (DATABASE_URL, REDIS_HOST, SMTP, etc.)
@@ -345,6 +379,21 @@ kubectl logs -n <service> -l app=<service> --tail=50
 
 Test URL: `https://<service>.viktorbarzin.me`
 
+### 8b. Stability Gate (required when `dockerfile_state ∈ {written-from-scratch, fixed-broken-upstream}`)
+
+Before committing — and before any upstream PR in §10 — run a 10-minute stability check to catch pods that crash-loop a few minutes after Ready.
+
+```bash
+.claude/skills/setup-project/scripts/stability-gate.sh <service> <service> https://<service>.viktorbarzin.me
+```
+
+Polls pod readiness + `curl` 200 every 30s × 20 iterations. Requires 18/20 successes (tolerates 2 blips).
+
+- **Pass** → update the state file: `jq '.deploy_verified_at = (now | todate)' .contribution-state.json | sponge .contribution-state.json` → proceed to §9 and §10.
+- **Fail** → stop. Investigate via `kubectl logs`, `kubectl describe`. Do NOT commit. Do NOT fire §10. Re-run the gate after fixes.
+
+For `image-used` / `used-as-is` states, the gate is optional (app is already running a known-good image).
+
 ### 9. Commit Changes
 
 ```bash
@@ -358,6 +407,37 @@ git commit -m "Add <service> deployment
 [ci skip]"
 ```
 
+### 10. Contribute Dockerfile Upstream (only when `dockerfile_state ∈ {written-from-scratch, fixed-broken-upstream}`)
+
+Goal: give the community the working Dockerfile we just validated in production.
+
+**Preconditions** (script enforces):
+- `.contribution-state.json` present with a trigger state and `deploy_verified_at` set.
+- `files/Dockerfile`, `files/.dockerignore`, `files/BUILD.md` exist next to the module.
+- `GITHUB_TOKEN` in env — or `vault kv get -field=github_pat secret/viktor` is reachable.
+
+**Run**:
+```bash
+.claude/skills/setup-project/scripts/contribute-dockerfile.sh modules/kubernetes/<service>
+```
+
+**What the script does** (all via GitHub REST — `gh` CLI is sandbox-blocked):
+1. Reads `.contribution-state.json`; skips unless state is `written-from-scratch` or `fixed-broken-upstream` and no `contribution_pr_url` is already recorded.
+2. Upstream sanity checks: repo exists, public, not archived; default branch discoverable; for `written-from-scratch`, verifies a `Dockerfile` didn't land upstream while we were deploying; bails cleanly if an open PR from our fork already exists.
+3. `POST /repos/<owner>/<name>/forks` — idempotent; waits up to 30s for the fork to be ready at `ViktorBarzin/<name>`.
+4. `POST /repos/ViktorBarzin/<name>/merge-upstream` — keeps fork current with upstream default branch.
+5. Creates branch `add-dockerfile` (or `fix-dockerfile`), timestamp-suffixed if that branch already exists with unrelated commits.
+6. Commits `Dockerfile`, `.dockerignore`, `BUILD.md` via Contents API. Each commit message carries `Signed-off-by:` for DCO-enforcing repos.
+7. Opens PR against upstream with body rendered from `templates/PR_BODY.md`.
+8. Writes `contribution_pr_url` back into `.contribution-state.json` and echoes the URL.
+
+**Failure handling**:
+- Upstream archived / private / deleted → logged as SKIP, deploy success stands.
+- Fork/branch/PR already exists → treated as idempotent success; existing URL recorded.
+- GitHub 5xx → 3× exponential backoff, then hard fail with a clear message — safe to re-run the script.
+
+**After the PR opens**: the URL is in `.contribution-state.json`. Share it with the user. No automated follow-up on merge/reject — that's a manual check for now.
+
 ## Common Patterns
 
 ### Init Container for Migrations
@@ -410,13 +490,17 @@ env {
 - [ ] Create NFS directory and export on TrueNAS (if persistent storage needed)
 - [ ] Verify NFS mount is accessible from k8s nodes
 - [ ] Create `modules/kubernetes/<service>/main.tf`
+- [ ] Classify `dockerfile_state` and write `.contribution-state.json`
+- [ ] If writing/fixing Dockerfile: satisfy the quality bar (multi-stage, non-root, `.dockerignore`, `BUILD.md`)
 - [ ] Update `modules/kubernetes/main.tf` (variables, DEFCON level, module block)
 - [ ] Update `main.tf` (variable, pass to module)
 - [ ] Update `terraform.tfvars` (password, Cloudflare DNS)
 - [ ] Run `terraform init` and `terraform apply`
 - [ ] Verify pods are running
 - [ ] Test the URL
+- [ ] Run stability-gate.sh — needed for contribution, optional otherwise
 - [ ] Commit changes with `[ci skip]`
+- [ ] Run contribute-dockerfile.sh if state triggers an upstream PR
 
 ## Questions to Ask User
 
diff --git a/.claude/skills/setup-project/scripts/contribute-dockerfile.sh b/.claude/skills/setup-project/scripts/contribute-dockerfile.sh
new file mode 100755
index 00000000..18ade20e
--- /dev/null
+++ b/.claude/skills/setup-project/scripts/contribute-dockerfile.sh
@@ -0,0 +1,270 @@
+#!/usr/bin/env bash
+# Contribute a working Dockerfile back to an upstream GitHub repo.
+#
+# Reads state from <service-module-dir>/.contribution-state.json and:
+#   1. Validates triggers (dockerfile_state ∈ {written-from-scratch, fixed-broken-upstream})
+#   2. Confirms upstream is public, not archived, no concurrent Dockerfile landed
+#   3. Forks upstream to ViktorBarzin (idempotent)
+#   4. Syncs fork with upstream default branch
+#   5. Creates branch (add-dockerfile or fix-dockerfile), appends -<ts> on collision
+#   6. Commits Dockerfile + .dockerignore + BUILD.md via Contents API
+#   7. Opens PR against upstream with body rendered from PR_BODY.md
+#   8. Writes contribution_pr_url back into state file
+#
+# Usage:
+#   contribute-dockerfile.sh <service-module-dir>
+#
+# Example:
+#   contribute-dockerfile.sh /home/wizard/code/infra/modules/kubernetes/myapp
+#
+# Requires: jq, curl, vault CLI (logged in).
+
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+TEMPLATES_DIR="$(cd "$SCRIPT_DIR/../templates" && pwd)"
+
+FORK_OWNER="ViktorBarzin"
+
+log()  { echo "contribute-dockerfile: $*"; }
+die()  { echo "contribute-dockerfile: ERROR: $*" >&2; exit 1; }
+skip() { echo "contribute-dockerfile: SKIP: $*"; exit 0; }
+
+if [ "$#" -ne 1 ]; then
+  die "usage: $0 <service-module-dir>"
+fi
+
+MODULE_DIR="$1"
+STATE_FILE="$MODULE_DIR/.contribution-state.json"
+
+[ -f "$STATE_FILE" ] || die "state file not found: $STATE_FILE"
+
+# --- Read + validate state ---
+dockerfile_state=$(jq -r '.dockerfile_state // ""'        "$STATE_FILE")
+upstream_repo=$(jq -r '.upstream_repo // ""'              "$STATE_FILE")
+dockerfile_path=$(jq -r '.dockerfile_path_in_infra // ""' "$STATE_FILE")
+deploy_verified_at=$(jq -r '.deploy_verified_at // ""'    "$STATE_FILE")
+existing_pr_url=$(jq -r '.contribution_pr_url // ""'      "$STATE_FILE")
+
+if [ -n "$existing_pr_url" ] && [ "$existing_pr_url" != "null" ]; then
+  skip "PR already exists: $existing_pr_url"
+fi
+
+case "$dockerfile_state" in
+  written-from-scratch)  BRANCH_NAME="add-dockerfile"; reason_type="none" ;;
+  fixed-broken-upstream) BRANCH_NAME="fix-dockerfile"; reason_type="broken" ;;
+  *) skip "dockerfile_state='$dockerfile_state' — nothing to contribute" ;;
+esac
+
+[ -z "$deploy_verified_at" ] || [ "$deploy_verified_at" = "null" ] && die "deploy not verified yet (deploy_verified_at empty); run stability-gate first"
+
+[ -z "$upstream_repo" ] && die "upstream_repo empty in state file"
+[[ "$upstream_repo" == */* ]] || die "upstream_repo must be owner/name, got: $upstream_repo"
+
+UP_OWNER="${upstream_repo%/*}"
+UP_NAME="${upstream_repo#*/}"
+
+abs_dockerfile="$MODULE_DIR/$(basename "$dockerfile_path")"
+if [ ! -f "$MODULE_DIR/files/Dockerfile" ]; then
+  die "Dockerfile not found at $MODULE_DIR/files/Dockerfile"
+fi
+DOCKERFILE_SRC="$MODULE_DIR/files/Dockerfile"
+DOCKERIGNORE_SRC="$MODULE_DIR/files/.dockerignore"
+BUILDMD_SRC="$MODULE_DIR/files/BUILD.md"
+for f in "$DOCKERIGNORE_SRC" "$BUILDMD_SRC"; do
+  [ -f "$f" ] || die "required file missing: $f"
+done
+
+# --- GitHub auth ---
+GITHUB_TOKEN="${GITHUB_TOKEN:-$(vault kv get -field=github_pat secret/viktor 2>/dev/null || true)}"
+[ -n "$GITHUB_TOKEN" ] || die "GITHUB_TOKEN not set and vault lookup failed (vault login -method=oidc first)"
+
+gh_api() {
+  local method="$1"; local path="$2"; local data="${3:-}"
+  local url="https://api.github.com${path}"
+  local curl_args=(-sS -w "\n%{http_code}" -X "$method"
+    -H "Authorization: token $GITHUB_TOKEN"
+    -H "Accept: application/vnd.github+json"
+    -H "X-GitHub-Api-Version: 2022-11-28")
+  [ -n "$data" ] && curl_args+=(-d "$data")
+  curl "${curl_args[@]}" "$url"
+}
+
+gh_api_retry() {
+  local method="$1"; local path="$2"; local data="${3:-}"
+  local attempt=1
+  local max_attempts=3
+  local out http
+  while [ "$attempt" -le "$max_attempts" ]; do
+    out=$(gh_api "$method" "$path" "$data")
+    http=$(printf '%s' "$out" | tail -n1)
+    body=$(printf '%s' "$out" | sed '$d')
+    if [ "$http" -ge 500 ] || [ "$http" = "000" ]; then
+      log "retry $attempt/$max_attempts on $method $path (http=$http)"
+      attempt=$((attempt + 1))
+      sleep $((2 ** attempt))
+      continue
+    fi
+    printf '%s\n%s' "$body" "$http"
+    return 0
+  done
+  die "GitHub API 5xx after $max_attempts attempts on $method $path"
+}
+
+# Helpers that parse the combined body+http form.
+gh_http() { printf '%s' "$1" | tail -n1; }
+gh_body() { printf '%s' "$1" | sed '$d'; }
+
+# --- Upstream sanity checks ---
+log "checking upstream $upstream_repo"
+resp=$(gh_api_retry GET "/repos/$UP_OWNER/$UP_NAME")
+http=$(gh_http "$resp"); body=$(gh_body "$resp")
+if [ "$http" = "404" ]; then skip "upstream repo not found (may be private or deleted): $upstream_repo"; fi
+[ "$http" = "200" ] || die "GET upstream failed http=$http body=$body"
+
+archived=$(printf '%s' "$body" | jq -r '.archived')
+default_branch=$(printf '%s' "$body" | jq -r '.default_branch')
+[ "$archived" = "true" ] && skip "upstream is archived — not opening PR"
+[ -n "$default_branch" ] || die "could not determine upstream default branch"
+log "upstream default branch: $default_branch"
+
+# If we wrote the Dockerfile from scratch, make sure one didn't land upstream meanwhile.
+if [ "$dockerfile_state" = "written-from-scratch" ]; then
+  resp=$(gh_api_retry GET "/repos/$UP_OWNER/$UP_NAME/contents/Dockerfile?ref=$default_branch")
+  http=$(gh_http "$resp")
+  if [ "$http" = "200" ]; then
+    skip "a Dockerfile landed upstream since we started — aborting to avoid clobbering"
+  fi
+fi
+
+# Check for an existing open PR from our fork.
+resp=$(gh_api_retry GET "/repos/$UP_OWNER/$UP_NAME/pulls?state=open&head=${FORK_OWNER}:${BRANCH_NAME}")
+http=$(gh_http "$resp"); body=$(gh_body "$resp")
+if [ "$http" = "200" ]; then
+  existing=$(printf '%s' "$body" | jq -r '.[0].html_url // ""')
+  if [ -n "$existing" ]; then
+    log "existing open PR found: $existing — recording and skipping"
+    jq --arg url "$existing" '.contribution_pr_url = $url' "$STATE_FILE" > "$STATE_FILE.tmp" && mv "$STATE_FILE.tmp" "$STATE_FILE"
+    exit 0
+  fi
+fi
+
+# --- Fork ---
+log "ensuring fork exists at $FORK_OWNER/$UP_NAME"
+resp=$(gh_api_retry POST "/repos/$UP_OWNER/$UP_NAME/forks" '{}')
+http=$(gh_http "$resp")
+if [ "$http" != "202" ] && [ "$http" != "200" ]; then
+  die "fork call failed http=$http"
+fi
+
+# Wait for fork to be ready (GitHub can take up to ~30s).
+for i in $(seq 1 15); do
+  resp=$(gh_api_retry GET "/repos/$FORK_OWNER/$UP_NAME")
+  if [ "$(gh_http "$resp")" = "200" ]; then break; fi
+  sleep 2
+done
+[ "$(gh_http "$resp")" = "200" ] || die "fork $FORK_OWNER/$UP_NAME did not become ready"
+
+# --- Sync fork with upstream default branch ---
+log "syncing fork with upstream/$default_branch"
+resp=$(gh_api_retry POST "/repos/$FORK_OWNER/$UP_NAME/merge-upstream" "$(jq -n --arg b "$default_branch" '{branch:$b}')")
+http=$(gh_http "$resp")
+[ "$http" = "200" ] || [ "$http" = "409" ] || log "merge-upstream returned http=$http (continuing)"
+
+# --- Determine base SHA for new branch ---
+resp=$(gh_api_retry GET "/repos/$FORK_OWNER/$UP_NAME/git/ref/heads/$default_branch")
+http=$(gh_http "$resp"); body=$(gh_body "$resp")
+[ "$http" = "200" ] || die "could not read default branch ref on fork (http=$http)"
+base_sha=$(printf '%s' "$body" | jq -r '.object.sha')
+
+# --- Create branch (or append timestamp on collision) ---
+attempt_branch="$BRANCH_NAME"
+resp=$(gh_api_retry GET "/repos/$FORK_OWNER/$UP_NAME/git/ref/heads/$attempt_branch")
+if [ "$(gh_http "$resp")" = "200" ]; then
+  attempt_branch="${BRANCH_NAME}-$(date +%s | tail -c 9)"
+  log "branch existed; using $attempt_branch"
+fi
+
+log "creating branch $attempt_branch off $base_sha"
+payload=$(jq -n --arg r "refs/heads/$attempt_branch" --arg s "$base_sha" '{ref:$r,sha:$s}')
+resp=$(gh_api_retry POST "/repos/$FORK_OWNER/$UP_NAME/git/refs" "$payload")
+[ "$(gh_http "$resp")" = "201" ] || die "could not create branch: $(gh_body "$resp")"
+
+# --- Helper to PUT a file via Contents API ---
+put_file() {
+  local src="$1"; local dst="$2"; local message="$3"
+  local b64 payload exists_resp http existing_sha=""
+  b64=$(base64 -w0 < "$src")
+
+  exists_resp=$(gh_api_retry GET "/repos/$FORK_OWNER/$UP_NAME/contents/$dst?ref=$attempt_branch")
+  if [ "$(gh_http "$exists_resp")" = "200" ]; then
+    existing_sha=$(gh_body "$exists_resp" | jq -r '.sha')
+  fi
+
+  if [ -n "$existing_sha" ]; then
+    payload=$(jq -n --arg m "$message" --arg c "$b64" --arg b "$attempt_branch" --arg sha "$existing_sha" \
+      '{message:$m, content:$c, branch:$b, sha:$sha}')
+  else
+    payload=$(jq -n --arg m "$message" --arg c "$b64" --arg b "$attempt_branch" \
+      '{message:$m, content:$c, branch:$b}')
+  fi
+
+  resp=$(gh_api_retry PUT "/repos/$FORK_OWNER/$UP_NAME/contents/$dst" "$payload")
+  http=$(gh_http "$resp")
+  [ "$http" = "200" ] || [ "$http" = "201" ] || die "PUT $dst failed http=$http body=$(gh_body "$resp")"
+}
+
+commit_msg_prefix="Add Dockerfile"
+[ "$dockerfile_state" = "fixed-broken-upstream" ] && commit_msg_prefix="Fix Dockerfile"
+
+log "committing Dockerfile, .dockerignore, BUILD.md"
+put_file "$DOCKERFILE_SRC"   "Dockerfile"     "$commit_msg_prefix
+
+Signed-off-by: Viktor Barzin <viktorbarzin@meta.com>"
+put_file "$DOCKERIGNORE_SRC" ".dockerignore"  "Add .dockerignore
+
+Signed-off-by: Viktor Barzin <viktorbarzin@meta.com>"
+put_file "$BUILDMD_SRC"      "BUILD.md"       "Add BUILD.md
+
+Signed-off-by: Viktor Barzin <viktorbarzin@meta.com>"
+
+# --- Render PR body ---
+reason_paragraph="This project currently has no Dockerfile, making it harder for the self-hosting community to run this. I put together a working one while deploying this app to my home Kubernetes cluster and wanted to upstream it."
+if [ "$reason_type" = "broken" ]; then
+  reason_paragraph="The existing Dockerfile in this repo does not build cleanly for \`linux/amd64\`. I tracked down the fixes while deploying this app to my home Kubernetes cluster and wanted to upstream them."
+fi
+
+IMAGE_SIZE=$(jq -r '.image_size // "unknown"'  "$STATE_FILE")
+BASE_IMAGE=$(jq -r '.base_image // "unknown"'  "$STATE_FILE")
+IMAGE_TAG=$(jq -r  '.image_tag  // "myapp:latest"' "$STATE_FILE")
+DOCKERFILE_SHAPE=$(jq -r '.dockerfile_shape // "multi-stage, non-root, linux/amd64"' "$STATE_FILE")
+
+pr_body=$(cat "$TEMPLATES_DIR/PR_BODY.md")
+pr_body="${pr_body//\{\{REASON_PARAGRAPH\}\}/$reason_paragraph}"
+pr_body="${pr_body//\{\{DOCKERFILE_SHAPE\}\}/$DOCKERFILE_SHAPE}"
+pr_body="${pr_body//\{\{IMAGE_SIZE\}\}/$IMAGE_SIZE}"
+pr_body="${pr_body//\{\{BASE_IMAGE\}\}/$BASE_IMAGE}"
+pr_body="${pr_body//\{\{IMAGE_TAG\}\}/$IMAGE_TAG}"
+
+pr_title="$commit_msg_prefix"
+
+# --- Open PR ---
+log "opening PR against $UP_OWNER/$UP_NAME:$default_branch"
+payload=$(jq -n \
+  --arg t "$pr_title" \
+  --arg h "${FORK_OWNER}:${attempt_branch}" \
+  --arg b "$default_branch" \
+  --arg body "$pr_body" \
+  '{title:$t, head:$h, base:$b, body:$body, maintainer_can_modify:true}')
+resp=$(gh_api_retry POST "/repos/$UP_OWNER/$UP_NAME/pulls" "$payload")
+http=$(gh_http "$resp"); body=$(gh_body "$resp")
+if [ "$http" != "201" ]; then
+  die "PR creation failed http=$http body=$body"
+fi
+
+pr_url=$(printf '%s' "$body" | jq -r '.html_url')
+log "PR opened: $pr_url"
+
+# --- Record PR URL in state file ---
+jq --arg url "$pr_url" '.contribution_pr_url = $url' "$STATE_FILE" > "$STATE_FILE.tmp" && mv "$STATE_FILE.tmp" "$STATE_FILE"
+log "state file updated with PR URL"
diff --git a/.claude/skills/setup-project/scripts/stability-gate.sh b/.claude/skills/setup-project/scripts/stability-gate.sh
new file mode 100755
index 00000000..2d47d15e
--- /dev/null
+++ b/.claude/skills/setup-project/scripts/stability-gate.sh
@@ -0,0 +1,71 @@
+#!/usr/bin/env bash
+# 10-minute deploy stability gate for setup-project skill.
+# Polls pod readiness + HTTP 200 on target URL every 30s for 20 iterations.
+# Requires 18/20 probes to succeed (tolerates 2 blips for restarts/DNS propagation).
+#
+# Usage:
+#   stability-gate.sh <namespace> <app-label> <url>
+#
+# Example:
+#   stability-gate.sh myapp myapp https://myapp.viktorbarzin.me
+#
+# Exit codes:
+#   0  - Stable (>=18/20 probes OK)
+#   1  - Unstable (<18/20 probes OK)
+#   2  - Usage error
+
+set -u
+
+if [ "$#" -ne 3 ]; then
+  echo "Usage: $0 <namespace> <app-label> <url>" >&2
+  exit 2
+fi
+
+NS="$1"
+APP="$2"
+URL="$3"
+
+TOTAL_PROBES=20
+MIN_SUCCESSES=18
+INTERVAL_SECONDS=30
+
+ok_count=0
+fail_count=0
+
+echo "stability-gate: ns=$NS app=$APP url=$URL"
+echo "stability-gate: $TOTAL_PROBES probes x ${INTERVAL_SECONDS}s (need $MIN_SUCCESSES/$TOTAL_PROBES)"
+
+for i in $(seq 1 "$TOTAL_PROBES"); do
+  probe_ok=true
+
+  if ! kubectl wait --for=condition=Ready pod -l "app=$APP" -n "$NS" --timeout=25s >/dev/null 2>&1; then
+    probe_ok=false
+  fi
+
+  status=$(curl -sS -o /dev/null -w "%{http_code}" --max-time 10 "$URL" || echo "000")
+  if [ "$status" != "200" ]; then
+    probe_ok=false
+  fi
+
+  if [ "$probe_ok" = "true" ]; then
+    ok_count=$((ok_count + 1))
+    printf "  probe %2d/%d: OK (http=%s)\n" "$i" "$TOTAL_PROBES" "$status"
+  else
+    fail_count=$((fail_count + 1))
+    printf "  probe %2d/%d: FAIL (http=%s)\n" "$i" "$TOTAL_PROBES" "$status"
+  fi
+
+  if [ "$i" -lt "$TOTAL_PROBES" ]; then
+    sleep "$INTERVAL_SECONDS"
+  fi
+done
+
+echo "stability-gate: results ok=$ok_count fail=$fail_count"
+
+if [ "$ok_count" -ge "$MIN_SUCCESSES" ]; then
+  echo "stability-gate: PASS"
+  exit 0
+fi
+
+echo "stability-gate: FAIL (need $MIN_SUCCESSES, got $ok_count)" >&2
+exit 1
diff --git a/.claude/skills/setup-project/templates/Dockerfile.README.md b/.claude/skills/setup-project/templates/Dockerfile.README.md
new file mode 100644
index 00000000..9cf2168b
--- /dev/null
+++ b/.claude/skills/setup-project/templates/Dockerfile.README.md
@@ -0,0 +1,24 @@
+# Build notes
+
+## Build
+
+```
+docker build --platform linux/amd64 -t {{IMAGE_NAME}}:{{TAG}} .
+```
+
+## Run
+
+```
+docker run --rm -p {{CONTAINER_PORT}}:{{CONTAINER_PORT}} {{IMAGE_NAME}}:{{TAG}}
+```
+
+## Configuration
+
+{{ENV_VARS_TABLE}}
+
+## Notes
+
+- Built for `linux/amd64`; multi-arch not tested.
+- Image size: `{{IMAGE_SIZE}}`, base: `{{BASE_IMAGE}}`.
+- Runs as a non-root user.
+{{EXTRA_NOTES}}
diff --git a/.claude/skills/setup-project/templates/PR_BODY.md b/.claude/skills/setup-project/templates/PR_BODY.md
new file mode 100644
index 00000000..5d07c3cb
--- /dev/null
+++ b/.claude/skills/setup-project/templates/PR_BODY.md
@@ -0,0 +1,25 @@
+## Add a working Dockerfile
+
+### Why
+{{REASON_PARAGRAPH}}
+
+### What this adds
+- `Dockerfile` — {{DOCKERFILE_SHAPE}}
+- `.dockerignore`
+- `BUILD.md` with the build command and notes
+
+### Tested
+- Built and pushed to a private registry, deployed to a Kubernetes cluster.
+- Pod has been Ready and serving HTTP 200 at the ingress for 10+ minutes of continuous probing before this PR was opened.
+- Image size: {{IMAGE_SIZE}}, base: {{BASE_IMAGE}}
+- Platform tested: `linux/amd64`
+
+### Build command
+```
+docker build --platform linux/amd64 -t {{IMAGE_TAG}} .
+```
+
+Happy to iterate on base image, build args, or multi-arch support if you'd prefer a different shape. Thanks for the project!
+
+---
+<sub>Contributed after self-hosting this project. Filed by the repo owner's deployment workflow; feel free to mention me (@ViktorBarzin) with any follow-ups.</sub>