diff --git a/CHANGELOG.md b/CHANGELOG.md
index 42dcf5b..d1e43ce 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,18 @@ The format is inspired by Keep a Changelog and SemVer.
   - `.github/PULL_REQUEST_TEMPLATE.md`
   - `.github/ISSUE_TEMPLATE/release_checklist.md`
   - `docs/RELEASE_NOTES_TEMPLATE.md`
+- RunPod_Comfy implementation scaffold:
+  - `Runpod_Comfy/README.md`
+  - `Runpod_Comfy/setup/USER_README.md`
+  - `Runpod_Comfy/core/docker/Dockerfile`
+  - `Runpod_Comfy/core/docker/start.sh`
+  - `Runpod_Comfy/core/scripts/bootstrap.sh`
+  - `Runpod_Comfy/core/scripts/install_custom_nodes.sh`
+  - `Runpod_Comfy/core/scripts/download_models.sh`
+  - `Runpod_Comfy/image/active/comfyui.lock`
+  - `Runpod_Comfy/image/active/custom_nodes.lock.json`
+  - `Runpod_Comfy/image/active/models.json`
+  - `Runpod_Comfy/image/DEPLOY_RUNPOD.md`
 
 ## [0.1.0] - 2026-02-14
 
diff --git a/DECISIONS.md b/DECISIONS.md
new file mode 100644
index 0000000..3e2717d
--- /dev/null
+++ b/DECISIONS.md
@@ -0,0 +1,34 @@
+# DECISIONS
+
+## 2026-02-15 — Profile-first RunPod build flow
+- We use profile files as inputs and generate lock files as build/runtime truth.
+- Profile inputs:
+  - `Runpod_Comfy/profiles/runpod.<id>.yaml`
+  - `Runpod_Comfy/profiles/nodes.<id>.yaml`
+  - `Runpod_Comfy/profiles/models.<id>.yaml`
+  - Optional `Runpod_Comfy/profiles/urls.<id>.txt`
+- Compiler output:
+  - `Runpod_Comfy/config/comfyui.lock`
+  - `Runpod_Comfy/config/custom_nodes.lock.json`
+  - `Runpod_Comfy/config/models.json`
+- Docker base image is taken from generated `comfyui.lock` (`BASE_IMAGE` build arg).
+- Goal: normal updates (new node repo/model URL/version bumps) should require editing config files only, not Python/Docker logic.
+- Expected operator UX:
+  - Edit 3–4 simple profile files with real values.
+  - Run compiler.
+  - Build/push image.
+  - Deploy and smoke-test on RunPod.
+
+## 2026-02-15 — Work continuity model
+- Planning/serious execution in OpenClaw web dashboard.
+- Telegram for quick pings.
+- Repo files (`TODO/WORKLOG/DECISIONS/WORKFLOW`) are continuity anchor across devices.
+
+## 2026-02-15 — Recipe architecture for long-term readability
+- Use a 3-zone layout inside `Runpod_Comfy/`:
+  - `setup/` (operator-facing edits/tools; keep lightweight)
+  - `image/` (generated outputs + active locks + deploy runbook)
+  - `core/` (runtime internals + technical references)
+- Keep one recipe folder per image variant under `setup/recipes/<id>/`.
+- Compiler supports explicit args (`--id`, `--out`, `--image-tag`, `--no-activate`).
+- Default outputs go to `image/builds/<recipe-id>/` and can be activated to `image/active/`.
diff --git a/README.md b/README.md
index f95d615..0faecc1 100644
--- a/README.md
+++ b/README.md
@@ -22,6 +22,13 @@ The code for the Easy Resize node is inspired by the Resize Image V2 node from C
 - **Error Handling**: Fallbacks for missing/invalid JSON in Wan 2.2 Easy Prompt; validation for aspect ratios and divisibility in Easy Resize.
 - **Compatibility**: Works with ComfyUI-Manager for easy installation via Git URL. No additional dependencies beyond standard Python and ComfyUI libraries.
 
+## RunPod
+
+A dedicated RunPod setup scaffold is available in `Runpod_Comfy/`.
+
+- Entry guide: `Runpod_Comfy/README.md`
+- Deploy notes: `Runpod_Comfy/docs/DEPLOY_RUNPOD.md`
+
 ## Release & Stability
 
 For production usage, install a pinned stable tag/commit instead of following moving branch heads.
diff --git a/Runpod_Comfy/README.md b/Runpod_Comfy/README.md
new file mode 100644
index 0000000..7ff8954
--- /dev/null
+++ b/Runpod_Comfy/README.md
@@ -0,0 +1,10 @@
+# Runpod_Comfy
+
+This module is organized in three top-level folders:
+
+- `setup/` → operator-facing inputs and helper tools
+- `image/` → generated build artifacts, active lock set, and deploy runbook
+- `core/` → runtime internals (docker/scripts) and technical references
+
+Start here:
+- `Runpod_Comfy/setup/USER_README.md`
diff --git a/Runpod_Comfy/core/docker/Dockerfile b/Runpod_Comfy/core/docker/Dockerfile
new file mode 100644
index 0000000..03fc462
--- /dev/null
+++ b/Runpod_Comfy/core/docker/Dockerfile
@@ -0,0 +1,23 @@
+ARG BASE_IMAGE=runpod/pytorch:2.6.0-py3.11-cuda12.4.1-devel-ubuntu22.04
+FROM ${BASE_IMAGE}
+
+ENV DEBIAN_FRONTEND=noninteractive \
+    PIP_DISABLE_PIP_VERSION_CHECK=1 \
+    PYTHONUNBUFFERED=1 \
+    COMFYUI_PORT=8188 \
+    COMFYUI_WORKDIR=/workspace/ComfyUI \
+    RUNPOD_VOLUME_ROOT=/workspace
+
+WORKDIR /opt/bootstrap
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    git curl ca-certificates jq \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY Runpod_Comfy /opt/bootstrap/Runpod_Comfy
+
+RUN chmod +x /opt/bootstrap/Runpod_Comfy/core/scripts/*.sh /opt/bootstrap/Runpod_Comfy/core/docker/start.sh
+
+EXPOSE 8188
+
+ENTRYPOINT ["/opt/bootstrap/Runpod_Comfy/core/docker/start.sh"]
diff --git a/Runpod_Comfy/core/docker/start.sh b/Runpod_Comfy/core/docker/start.sh
new file mode 100755
index 0000000..959e81f
--- /dev/null
+++ b/Runpod_Comfy/core/docker/start.sh
@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT=/opt/bootstrap/Runpod_Comfy
+WORKDIR="${COMFYUI_WORKDIR:-/workspace/ComfyUI}"
+PORT="${COMFYUI_PORT:-8188}"
+
+"$ROOT/core/scripts/bootstrap.sh"
+
+cd "$WORKDIR"
+
+exec python3 main.py --listen 0.0.0.0 --port "$PORT"
diff --git a/Runpod_Comfy/docs/features/runpod_Container_REQUIRMENTS.md b/Runpod_Comfy/core/docs/features/runpod_Container_REQUIRMENTS.md
similarity index 61%
rename from Runpod_Comfy/docs/features/runpod_Container_REQUIRMENTS.md
rename to Runpod_Comfy/core/docs/features/runpod_Container_REQUIRMENTS.md
index ade9a11..632b2d1 100644
--- a/Runpod_Comfy/docs/features/runpod_Container_REQUIRMENTS.md
+++ b/Runpod_Comfy/core/docs/features/runpod_Container_REQUIRMENTS.md
@@ -1,3 +1,7 @@
+# RunPod Container Requirements
+
+> Note: moved to `Runpod_Comfy/core/docs/features/` during the 3-zone refactor (`setup/image/core`) so technical references live under `core/`.
+
 # Requirments:
 
 1. Cuda 12.8 - 12.9 - should work with RTX pro 6000 and B200 gpus !!!
diff --git a/Runpod_Comfy/docs/references/github-repos_andOr_LINKS.md b/Runpod_Comfy/core/docs/references/github-repos_andOr_LINKS.md
similarity index 74%
rename from Runpod_Comfy/docs/references/github-repos_andOr_LINKS.md
rename to Runpod_Comfy/core/docs/references/github-repos_andOr_LINKS.md
index 29b0eef..53df15e 100644
--- a/Runpod_Comfy/docs/references/github-repos_andOr_LINKS.md
+++ b/Runpod_Comfy/core/docs/references/github-repos_andOr_LINKS.md
@@ -1,3 +1,7 @@
+# GitHub and Reference Links
+
+> Note: moved to `Runpod_Comfy/core/docs/references/` during the 3-zone refactor (`setup/image/core`) so technical references live under `core/`.
+
 # Github - Links
 
 ### Runpod.io official - documentation
diff --git a/Runpod_Comfy/core/scripts/bootstrap.sh b/Runpod_Comfy/core/scripts/bootstrap.sh
new file mode 100755
index 0000000..0f1049e
--- /dev/null
+++ b/Runpod_Comfy/core/scripts/bootstrap.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT=/opt/bootstrap/Runpod_Comfy
+WORKDIR="${COMFYUI_WORKDIR:-/workspace/ComfyUI}"
+mkdir -p "$WORKDIR"
+
+source "$ROOT/image/active/comfyui.lock"
+
+if [[ ! -f "$WORKDIR/main.py" ]]; then
+  echo "[bootstrap] Cloning ComfyUI from $COMFYUI_REPO"
+  git clone "$COMFYUI_REPO" "$WORKDIR"
+fi
+
+cd "$WORKDIR"
+
+echo "[bootstrap] Checking out ComfyUI ref: $COMFYUI_REF"
+git fetch --all --tags || true
+git checkout "$COMFYUI_REF"
+
+python3 -m pip install --upgrade pip
+python3 -m pip install -r requirements.txt
+
+"$ROOT/core/scripts/install_custom_nodes.sh"
+"$ROOT/core/scripts/download_models.sh"
+
+echo "[bootstrap] done"
diff --git a/Runpod_Comfy/core/scripts/download_models.sh b/Runpod_Comfy/core/scripts/download_models.sh
new file mode 100755
index 0000000..a0f382c
--- /dev/null
+++ b/Runpod_Comfy/core/scripts/download_models.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT=/opt/bootstrap/Runpod_Comfy
+WORKDIR="${COMFYUI_WORKDIR:-/workspace/ComfyUI}"
+LOCK="$ROOT/image/active/models.json"
+
+if [[ ! -f "$LOCK" ]]; then
+  echo "[models] lock file not found: $LOCK"
+  exit 0
+fi
+
+COUNT=$(jq '.models | length' "$LOCK")
+for ((i=0; i<COUNT; i++)); do
+  ENABLED=$(jq -r ".models[$i].enabled // true" "$LOCK")
+  [[ "$ENABLED" != "true" ]] && continue
+
+  NAME=$(jq -r ".models[$i].name" "$LOCK")
+  URL=$(jq -r ".models[$i].url" "$LOCK")
+  DEST_REL=$(jq -r ".models[$i].dest" "$LOCK")
+  SHA256=$(jq -r ".models[$i].sha256 // \"\"" "$LOCK")
+
+  DEST="$WORKDIR/$DEST_REL"
+  mkdir -p "$(dirname "$DEST")"
+
+  if [[ -f "$DEST" ]]; then
+    echo "[models] exists: $NAME ($DEST_REL), skipping"
+    continue
+  fi
+
+  echo "[models] downloading: $NAME"
+  curl -L --fail "$URL" -o "$DEST"
+
+  if [[ -n "$SHA256" ]]; then
+    echo "$SHA256  $DEST" | sha256sum -c -
+  fi
+done
+
+echo "[models] done"
diff --git a/Runpod_Comfy/core/scripts/install_custom_nodes.sh b/Runpod_Comfy/core/scripts/install_custom_nodes.sh
new file mode 100755
index 0000000..2035762
--- /dev/null
+++ b/Runpod_Comfy/core/scripts/install_custom_nodes.sh
@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT=/opt/bootstrap/Runpod_Comfy
+WORKDIR="${COMFYUI_WORKDIR:-/workspace/ComfyUI}"
+NODES_DIR="$WORKDIR/custom_nodes"
+LOCK="$ROOT/image/active/custom_nodes.lock.json"
+
+mkdir -p "$NODES_DIR"
+
+if [[ ! -f "$LOCK" ]]; then
+  echo "[custom_nodes] lock file not found: $LOCK"
+  exit 0
+fi
+
+COUNT=$(jq '.nodes | length' "$LOCK")
+for ((i=0; i<COUNT; i++)); do
+  REPO=$(jq -r ".nodes[$i].repo" "$LOCK")
+  REF=$(jq -r ".nodes[$i].ref" "$LOCK")
+  TARGET=$(jq -r ".nodes[$i].target_dir" "$LOCK")
+
+  [[ -z "$TARGET" || "$TARGET" == "null" ]] && TARGET=$(basename "$REPO" .git)
+
+  DST="$NODES_DIR/$TARGET"
+
+  if [[ ! -d "$DST/.git" ]]; then
+    echo "[custom_nodes] cloning $REPO -> $DST"
+    git clone "$REPO" "$DST"
+  fi
+
+  pushd "$DST" >/dev/null
+  git fetch --all --tags || true
+  git checkout "$REF"
+
+  if [[ -f requirements.txt ]]; then
+    python3 -m pip install -r requirements.txt || true
+  fi
+
+  popd >/dev/null
+done
+
+echo "[custom_nodes] done"
diff --git a/Runpod_Comfy/image/DEPLOY_RUNPOD.md b/Runpod_Comfy/image/DEPLOY_RUNPOD.md
new file mode 100644
index 0000000..c4376ef
--- /dev/null
+++ b/Runpod_Comfy/image/DEPLOY_RUNPOD.md
@@ -0,0 +1,34 @@
+# Deploy on RunPod
+
+## 1) Build and push image
+
+Use GitHub Container Registry or Docker Hub.
+
+Example (GHCR):
+
+```bash
+docker build -t ghcr.io/malkuthro/comfyui-koolook:runpod-v1 -f Runpod_Comfy/core/docker/Dockerfile .
+docker push ghcr.io/malkuthro/comfyui-koolook:runpod-v1
+```
+
+## 2) Create RunPod template
+
+- Container image: `ghcr.io/malkuthro/comfyui-koolook:runpod-v1`
+- Exposed HTTP port: `8188`
+- Volume mount: `/workspace` (recommended)
+
+## 3) Optional env vars
+
+- `COMFYUI_PORT=8188`
+- `COMFYUI_WORKDIR=/workspace/ComfyUI`
+- `HF_TOKEN=...` (if needed)
+- `CIVITAI_TOKEN=...` (if needed)
+
+## 4) First boot expectations
+
+On first start:
+- ComfyUI is cloned at pinned ref from `config/comfyui.lock`
+- custom nodes are installed from `config/custom_nodes.lock.json`
+- models are downloaded from `config/models.json` (enabled entries only)
+
+Subsequent starts reuse existing files from volume storage.
diff --git a/Runpod_Comfy/image/active/comfyui.lock b/Runpod_Comfy/image/active/comfyui.lock
new file mode 100644
index 0000000..6afeb27
--- /dev/null
+++ b/Runpod_Comfy/image/active/comfyui.lock
@@ -0,0 +1,7 @@
+# Generated by Runpod_Comfy/setup/tools/compile_profile.sh
+RECIPE_ID=example
+BASE_IMAGE=runpod/pytorch:2.6.0-py3.11-cuda12.4.1-devel-ubuntu22.04
+IMAGE_NAME=ghcr.io/your-user/comfyui-koolook
+RUNPOD_IMAGE_TAG=upscaler-v1.0.0
+COMFYUI_REPO=https://github.com/comfyanonymous/ComfyUI.git
+COMFYUI_REF=master
diff --git a/Runpod_Comfy/image/active/custom_nodes.lock.json b/Runpod_Comfy/image/active/custom_nodes.lock.json
new file mode 100644
index 0000000..739dd00
--- /dev/null
+++ b/Runpod_Comfy/image/active/custom_nodes.lock.json
@@ -0,0 +1,19 @@
+{
+  "version": 1,
+  "nodes": [
+    {
+      "id": "comfyui-koolook",
+      "repo": "https://github.com/malkuthro/ComfyUI-Koolook.git",
+      "ref": "main",
+      "target_dir": "ComfyUI-Koolook",
+      "install": []
+    },
+    {
+      "id": "comfyui-manager",
+      "repo": "https://github.com/ltdrdata/ComfyUI-Manager.git",
+      "ref": "main",
+      "target_dir": "ComfyUI-Manager",
+      "install": []
+    }
+  ]
+}
diff --git a/Runpod_Comfy/image/active/models.json b/Runpod_Comfy/image/active/models.json
new file mode 100644
index 0000000..5fb98e2
--- /dev/null
+++ b/Runpod_Comfy/image/active/models.json
@@ -0,0 +1,19 @@
+{
+  "version": 1,
+  "models": [
+    {
+      "name": "example_sdxl_checkpoint",
+      "url": "https://example.com/path/to/model.safetensors",
+      "dest": "models/checkpoints/model.safetensors",
+      "sha256": "",
+      "enabled": false
+    },
+    {
+      "name": "example_vae",
+      "url": "https://example.com/path/to/vae.safetensors",
+      "dest": "models/vae/vae.safetensors",
+      "sha256": "",
+      "enabled": false
+    }
+  ]
+}
diff --git a/Runpod_Comfy/image/builds/.gitkeep b/Runpod_Comfy/image/builds/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/Runpod_Comfy/setup/USER_README.md b/Runpod_Comfy/setup/USER_README.md
new file mode 100644
index 0000000..ebf4826
--- /dev/null
+++ b/Runpod_Comfy/setup/USER_README.md
@@ -0,0 +1,67 @@
+# Runpod_Comfy Setup Guide
+
+This package is split into 3 readable zones:
+
+- `setup/` → what you edit (recipes + helper tools)
+- `image/` → generated outputs (build artifacts + active locks) + deploy runbook
+- `core/` → runtime internals (Docker + bootstrap scripts + technical references)
+
+## Quick Start
+
+### 1) Create a recipe
+
+```bash
+Runpod_Comfy/setup/tools/new_profile.sh upscaler-v1
+```
+
+Creates:
+- `Runpod_Comfy/setup/recipes/upscaler-v1/runpod.yaml`
+- `Runpod_Comfy/setup/recipes/upscaler-v1/nodes.yaml`
+- `Runpod_Comfy/setup/recipes/upscaler-v1/models.yaml`
+- `Runpod_Comfy/setup/recipes/upscaler-v1/urls.txt`
+
+### 2) Compile recipe
+
+```bash
+Runpod_Comfy/setup/tools/compile_profile.sh --id upscaler-v1
+```
+
+Generates into:
+- `Runpod_Comfy/image/builds/upscaler-v1/comfyui.lock`
+- `Runpod_Comfy/image/builds/upscaler-v1/custom_nodes.lock.json`
+- `Runpod_Comfy/image/builds/upscaler-v1/models.json`
+
+By default compile also **activates** to:
+- `Runpod_Comfy/image/active/comfyui.lock`
+- `Runpod_Comfy/image/active/custom_nodes.lock.json`
+- `Runpod_Comfy/image/active/models.json`
+
+### 3) Build image
+
+```bash
+BASE_IMAGE=$(grep '^BASE_IMAGE=' Runpod_Comfy/image/active/comfyui.lock | cut -d= -f2-)
+IMAGE_TAG=$(grep '^RUNPOD_IMAGE_TAG=' Runpod_Comfy/image/active/comfyui.lock | cut -d= -f2-)
+docker build --build-arg BASE_IMAGE="$BASE_IMAGE" \
+  -t comfyui-koolook:${IMAGE_TAG} -f Runpod_Comfy/core/docker/Dockerfile .
+```
+
+## Iterate safely
+
+- Minor tweaks: keep same recipe id, bump `image_tag` in `runpod.yaml`
+- Major changes: clone to new id (`upscaler-v2`, `wan22-v1`)
+- Optional no-activate compile:
+
+```bash
+Runpod_Comfy/setup/tools/compile_profile.sh --id upscaler-v1 --no-activate
+```
+
+## Deploy
+
+RunPod deploy runbook:
+- `Runpod_Comfy/image/DEPLOY_RUNPOD.md`
+
+## Compiler args
+
+```bash
+Runpod_Comfy/setup/tools/compile_profile.sh --id <recipe-id> [--out <dir>] [--image-tag <tag>] [--no-activate]
+```
diff --git a/Runpod_Comfy/setup/recipes/examples/models.example.yaml b/Runpod_Comfy/setup/recipes/examples/models.example.yaml
new file mode 100644
index 0000000..7f1e2f5
--- /dev/null
+++ b/Runpod_Comfy/setup/recipes/examples/models.example.yaml
@@ -0,0 +1,14 @@
+profile_id: example
+
+models:
+  - name: example_sdxl_checkpoint
+    url: https://example.com/path/to/model.safetensors
+    dest: models/checkpoints/model.safetensors
+    sha256: ""
+    enabled: false
+
+  - name: example_vae
+    url: https://example.com/path/to/vae.safetensors
+    dest: models/vae/vae.safetensors
+    sha256: ""
+    enabled: false
diff --git a/Runpod_Comfy/setup/recipes/examples/nodes.example.yaml b/Runpod_Comfy/setup/recipes/examples/nodes.example.yaml
new file mode 100644
index 0000000..22403a7
--- /dev/null
+++ b/Runpod_Comfy/setup/recipes/examples/nodes.example.yaml
@@ -0,0 +1,14 @@
+profile_id: example
+
+nodes:
+  - id: comfyui-koolook
+    repo: https://github.com/malkuthro/ComfyUI-Koolook.git
+    ref: main
+    target_dir: ComfyUI-Koolook
+    install: []
+
+  - id: comfyui-manager
+    repo: https://github.com/ltdrdata/ComfyUI-Manager.git
+    ref: main
+    target_dir: ComfyUI-Manager
+    install: []
diff --git a/Runpod_Comfy/setup/recipes/examples/runpod.example.yaml b/Runpod_Comfy/setup/recipes/examples/runpod.example.yaml
new file mode 100644
index 0000000..9556a05
--- /dev/null
+++ b/Runpod_Comfy/setup/recipes/examples/runpod.example.yaml
@@ -0,0 +1,12 @@
+profile_id: example
+
+# Docker build base
+base_image: runpod/pytorch:2.6.0-py3.11-cuda12.4.1-devel-ubuntu22.04
+
+# Optional image metadata used by compiler summary/lock file
+image_name: ghcr.io/your-user/comfyui-koolook
+image_tag: upscaler-v1.0.0
+
+comfyui:
+  repo: https://github.com/comfyanonymous/ComfyUI.git
+  ref: master
diff --git a/Runpod_Comfy/setup/recipes/examples/urls.example.txt b/Runpod_Comfy/setup/recipes/examples/urls.example.txt
new file mode 100644
index 0000000..3cebe36
--- /dev/null
+++ b/Runpod_Comfy/setup/recipes/examples/urls.example.txt
@@ -0,0 +1,6 @@
+# Optional quick model list parser.
+# Format (pipe-separated):
+# url | dest | sha256(optional) | enabled(optional,true/false) | name(optional)
+#
+# Example:
+# https://example.com/model.safetensors | models/checkpoints/model.safetensors |  | false | my_model
diff --git a/Runpod_Comfy/setup/tools/compile_profile.sh b/Runpod_Comfy/setup/tools/compile_profile.sh
new file mode 100755
index 0000000..93ed578
--- /dev/null
+++ b/Runpod_Comfy/setup/tools/compile_profile.sh
@@ -0,0 +1,164 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"
+RECIPE_ID=""
+RECIPES_DIR="$ROOT/setup/recipes"
+OUT_DIR=""
+ACTIVATE=true
+IMAGE_TAG_OVERRIDE=""
+
+usage() {
+  cat <<EOF
+Usage:
+  $0 --id <recipe-id> [--recipes-dir <dir>] [--out <dir>] [--image-tag <tag>] [--no-activate]
+  $0 <recipe-id>   # backward-compatible
+
+Defaults:
+  recipes-dir: Runpod_Comfy/setup/recipes
+  out:         Runpod_Comfy/image/builds/<recipe-id>
+  activate:    true (copies generated files to Runpod_Comfy/image/active)
+EOF
+}
+
+if [[ $# -eq 1 && "$1" != --* ]]; then
+  RECIPE_ID="$1"
+else
+  while [[ $# -gt 0 ]]; do
+    case "$1" in
+      --id) RECIPE_ID="$2"; shift 2 ;;
+      --recipes-dir) RECIPES_DIR="$2"; shift 2 ;;
+      --out) OUT_DIR="$2"; shift 2 ;;
+      --image-tag) IMAGE_TAG_OVERRIDE="$2"; shift 2 ;;
+      --no-activate) ACTIVATE=false; shift ;;
+      -h|--help) usage; exit 0 ;;
+      *) echo "Unknown arg: $1"; usage; exit 1 ;;
+    esac
+  done
+fi
+
+[[ -z "$RECIPE_ID" ]] && { usage; exit 1; }
+[[ -z "$OUT_DIR" ]] && OUT_DIR="$ROOT/image/builds/$RECIPE_ID"
+
+RECIPE_DIR="$RECIPES_DIR/$RECIPE_ID"
+RUNPOD_PROFILE="$RECIPE_DIR/runpod.yaml"
+NODES_PROFILE="$RECIPE_DIR/nodes.yaml"
+MODELS_PROFILE="$RECIPE_DIR/models.yaml"
+URLS_FILE="$RECIPE_DIR/urls.txt"
+CONFIG_DIR="$ROOT/image/active"
+
+for f in "$RUNPOD_PROFILE" "$NODES_PROFILE" "$MODELS_PROFILE"; do
+  [[ -f "$f" ]] || { echo "Missing: $f"; exit 1; }
+done
+mkdir -p "$OUT_DIR"
+
+python3 - "$RUNPOD_PROFILE" "$NODES_PROFILE" "$MODELS_PROFILE" "$URLS_FILE" "$OUT_DIR" "$RECIPE_ID" "$IMAGE_TAG_OVERRIDE" <<'PY'
+import json, pathlib, re, sys
+runpod_path = pathlib.Path(sys.argv[1]); nodes_path = pathlib.Path(sys.argv[2]); models_path = pathlib.Path(sys.argv[3]); urls_path = pathlib.Path(sys.argv[4]); out_dir = pathlib.Path(sys.argv[5]); recipe_id = sys.argv[6]; image_tag_override = sys.argv[7]
+
+def scalar(v):
+    v=v.strip()
+    if not v: return ""
+    if v.lower()=="true": return True
+    if v.lower()=="false": return False
+    if (v.startswith('"') and v.endswith('"')) or (v.startswith("'") and v.endswith("'")): return v[1:-1]
+    if re.fullmatch(r"-?\d+", v): return int(v)
+    return v
+
+def parse(path):
+    lines=path.read_text(encoding='utf-8').splitlines(); root={}; i=0
+    while i<len(lines):
+        raw=lines[i]; s=raw.strip(); i+=1
+        if not s or s.startswith('#'): continue
+        if ':' not in raw: raise ValueError(f"Invalid line: {raw}")
+        k,v=raw.split(':',1); k=k.strip(); v=v.strip()
+        if v:
+            root[k]=scalar(v); continue
+        block=[]
+        while i<len(lines):
+            r=lines[i]; st=r.strip()
+            if not st or st.startswith('#'): i+=1; continue
+            if (len(r)-len(r.lstrip(' ')))<2: break
+            block.append(r); i+=1
+        if block and block[0].lstrip().startswith('- '):
+            items=[]; cur=None
+            for b in block:
+                st=b.strip()
+                if st.startswith('- '):
+                    if cur is not None: items.append(cur)
+                    cur={}; payload=st[2:].strip()
+                    if payload:
+                        kk,vv=payload.split(':',1); cur[kk.strip()]=scalar(vv.strip())
+                else:
+                    kk,vv=st.split(':',1); cur[kk.strip()]=scalar(vv.strip())
+            if cur is not None: items.append(cur)
+            root[k]=items
+        else:
+            d={}
+            for b in block:
+                kk,vv=b.strip().split(':',1); d[kk.strip()]=scalar(vv.strip())
+            root[k]=d
+    return root
+
+def parse_urls(path):
+    if not path.exists(): return []
+    out=[]
+    for line in path.read_text(encoding='utf-8').splitlines():
+        s=line.strip()
+        if not s or s.startswith('#'): continue
+        p=[x.strip() for x in s.split('|')]
+        if len(p)<2: raise ValueError(f"Bad urls entry: {line}")
+        url,dest=p[0],p[1]; sha=p[2] if len(p)>2 else ""; enabled=(p[3].lower()!='false') if len(p)>3 and p[3] else True; name=p[4] if len(p)>4 and p[4] else pathlib.Path(dest).stem
+        out.append({"name":name,"url":url,"dest":dest,"sha256":sha,"enabled":enabled})
+    return out
+
+runpod=parse(runpod_path); nodes_data=parse(nodes_path); models_data=parse(models_path)
+base_image=runpod.get('base_image'); comfy=runpod.get('comfyui',{}) if isinstance(runpod.get('comfyui'),dict) else {}
+if not base_image: raise ValueError('base_image is required')
+image_name=runpod.get('image_name','')
+image_tag= image_tag_override or runpod.get('image_tag', recipe_id)
+nodes=nodes_data.get('nodes',[]); models=models_data.get('models',[])
+url_models=parse_urls(urls_path)
+for n in nodes:
+    if 'repo' not in n or 'ref' not in n: raise ValueError(f'node requires repo/ref: {n}')
+    n.setdefault('target_dir', pathlib.Path(str(n['repo']).rstrip('/')).name.replace('.git',''))
+    if n.get('install') in ('',None): n['install']=[]
+for m in models:
+    for req in ('name','url','dest'):
+      if req not in m: raise ValueError(f'model missing {req}: {m}')
+    m.setdefault('sha256',''); m.setdefault('enabled',True)
+models.extend(url_models)
+
+comfy_lock='\n'.join([
+    '# Generated by Runpod_Comfy/setup/tools/compile_profile.sh',
+    f'RECIPE_ID={recipe_id}',
+    f'BASE_IMAGE={base_image}',
+    f'IMAGE_NAME={image_name}',
+    f'RUNPOD_IMAGE_TAG={image_tag}',
+    f"COMFYUI_REPO={comfy.get('repo','https://github.com/comfyanonymous/ComfyUI.git')}",
+    f"COMFYUI_REF={comfy.get('ref','master')}",
+    ''
+])
+(out_dir/'comfyui.lock').write_text(comfy_lock, encoding='utf-8')
+(out_dir/'custom_nodes.lock.json').write_text(json.dumps({'version':1,'nodes':nodes},indent=2)+'\n',encoding='utf-8')
+(out_dir/'models.json').write_text(json.dumps({'version':1,'models':models},indent=2)+'\n',encoding='utf-8')
+print('=== compile summary ===')
+print(f'Recipe ID     : {recipe_id}')
+print(f'Base image    : {base_image}')
+print(f'Image name    : {image_name or "(unset)"}')
+print(f'Image tag     : {image_tag}')
+print(f'ComfyUI ref   : {comfy.get("ref","master")}')
+print(f'Custom nodes  : {len(nodes)}')
+print(f'Models        : {len(models)} (urls.txt additions: {len(url_models)})')
+print(f'Output dir    : {out_dir}')
+PY
+
+if [[ "$ACTIVATE" == true ]]; then
+  mkdir -p "$CONFIG_DIR"
+  cp "$OUT_DIR/comfyui.lock" "$CONFIG_DIR/comfyui.lock"
+  cp "$OUT_DIR/custom_nodes.lock.json" "$CONFIG_DIR/custom_nodes.lock.json"
+  cp "$OUT_DIR/models.json" "$CONFIG_DIR/models.json"
+  echo "Activated build into: $CONFIG_DIR"
+fi
+
+echo "[ok] compile complete"
diff --git a/Runpod_Comfy/setup/tools/new_profile.sh b/Runpod_Comfy/setup/tools/new_profile.sh
new file mode 100755
index 0000000..84da873
--- /dev/null
+++ b/Runpod_Comfy/setup/tools/new_profile.sh
@@ -0,0 +1,49 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+if [[ $# -lt 1 ]]; then
+  echo "Usage: $0 <recipe-id>"
+  echo "Example: $0 upscaler-v1"
+  exit 1
+fi
+
+ID="$1"
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"
+RECIPES="$ROOT/setup/recipes"
+EXAMPLES="$RECIPES/examples"
+TARGET="$RECIPES/$ID"
+
+mkdir -p "$TARGET"
+
+for kind in runpod nodes models; do
+  src="$EXAMPLES/${kind}.example.yaml"
+  dst="$TARGET/${kind}.yaml"
+  if [[ -f "$dst" ]]; then
+    echo "[skip] exists: $dst"
+  else
+    cp "$src" "$dst"
+    python3 - "$dst" "$ID" <<'PY'
+from pathlib import Path
+import re, sys
+p=Path(sys.argv[1]); rid=sys.argv[2]
+t=p.read_text(encoding='utf-8')
+t=re.sub(r'^profile_id:\s*.*$', f'profile_id: {rid}', t, flags=re.M)
+p.write_text(t, encoding='utf-8')
+PY
+    echo "[new]  $dst"
+  fi
+done
+
+src_urls="$EXAMPLES/urls.example.txt"
+dst_urls="$TARGET/urls.txt"
+if [[ -f "$dst_urls" ]]; then
+  echo "[skip] exists: $dst_urls"
+else
+  cp "$src_urls" "$dst_urls"
+  echo "[new]  $dst_urls"
+fi
+
+echo
+echo "Next:"
+echo "  1) edit $TARGET/{runpod.yaml,nodes.yaml,models.yaml,urls.txt}"
+echo "  2) Runpod_Comfy/setup/tools/compile_profile.sh --id $ID"
diff --git a/TODO.md b/TODO.md
new file mode 100644
index 0000000..bf26396
--- /dev/null
+++ b/TODO.md
@@ -0,0 +1,20 @@
+# TODO
+
+## NOW
+- [ ] Fill real values for RunPod profile files (`Runpod_Comfy/profiles/*.example.yaml` copies)
+- [ ] Compile selected profile and verify generated lock files
+- [ ] Build and push first RunPod image
+
+## NEXT
+- [ ] Deploy image on RunPod and run smoke test workflow
+- [ ] Add helper script: `Runpod_Comfy/tools/build_from_lock.sh`
+- [ ] Add profile validation checks (schema-lite)
+
+## BLOCKED
+- [ ] Final production model URLs and checksums (waiting on selection)
+
+## DONE
+- [x] Add profile compiler scaffold (`compile_profile.sh`)
+- [x] Add example profile files (runpod/nodes/models + urls format)
+- [x] Wire Dockerfile to configurable base image via build-arg
+- [x] Generate lock files from sample profile and sanity-check JSON
diff --git a/WORKFLOW.md b/WORKFLOW.md
new file mode 100644
index 0000000..5be3f6b
--- /dev/null
+++ b/WORKFLOW.md
@@ -0,0 +1,41 @@
+# Workflow (Cristian + kflame)
+
+This is the operating flow for this repo.
+
+## 1) Where planning happens
+- Primary workspace: OpenClaw web dashboard session.
+- Telegram: quick pings only.
+
+## 2) Source of truth
+- Tasks: `TODO.md`
+- Progress/handoff: `WORKLOG.md`
+- Decisions: `DECISIONS.md`
+- Code/config truth: repo files + commits
+
+## 3) Start of each work block
+1. Read `TODO.md`
+2. Read latest entry in `WORKLOG.md`
+3. Read `DECISIONS.md`
+4. Pick one task and execute
+
+## 4) End of each work block
+1. Update `WORKLOG.md` (done/next/blockers)
+2. Update `TODO.md` statuses
+3. If a meaningful choice was made, update `DECISIONS.md`
+4. Commit changes with clear message
+
+## 5) Task status model
+- `NOW`: actively working
+- `NEXT`: queued next
+- `BLOCKED`: waiting on external dependency
+- `DONE`: complete
+
+## 6) Resume from any device
+Use this order:
+1. `WORKLOG.md` latest entry
+2. `TODO.md` NOW/NEXT items
+3. `DECISIONS.md`
+4. Git history (`git log --oneline -n 10`)
+
+## 7) Rule of thumb
+If it matters later, write it to file now.
diff --git a/WORKLOG.md b/WORKLOG.md
new file mode 100644
index 0000000..364ba6c
--- /dev/null
+++ b/WORKLOG.md
@@ -0,0 +1,44 @@
+# WORKLOG
+
+## 2026-02-15
+### Done
+- Implemented profile-driven scaffold for RunPod Comfy builds.
+- Added:
+  - `Runpod_Comfy/profiles/runpod.example.yaml`
+  - `Runpod_Comfy/profiles/nodes.example.yaml`
+  - `Runpod_Comfy/profiles/models.example.yaml`
+  - `Runpod_Comfy/profiles/urls.txt`
+  - `Runpod_Comfy/tools/compile_profile.sh`
+- Updated `Runpod_Comfy/docker/Dockerfile` to use `ARG BASE_IMAGE` + `FROM ${BASE_IMAGE}`.
+- Updated `Runpod_Comfy/README.md` with compile/build flow.
+- Ran sample compile: `Runpod_Comfy/tools/compile_profile.sh example`.
+- Validated generated JSON structure via Python loader.
+- Commit: `af028bf`.
+
+### Next (top 3)
+1. Create real profile files for Cristian's RunPod target.
+2. Compile and inspect generated lock files.
+3. Build + push image, deploy pod, smoke test.
+
+### Thread recap (copied from Telegram for continuity)
+- Agreed division of work: assistant builds production-ready profile compiler scaffold; Cristian fills real values next session.
+- Delivered scaffold scope:
+  - Config layer with profile files for runpod/nodes/models (+ optional urls parser)
+  - Compiler that generates `config/comfyui.lock`, `config/custom_nodes.lock.json`, `config/models.json`
+  - Docker wired to consume generated lock data
+  - Sanity checks + dry docker build command validation
+- Tomorrow execution plan:
+  1. Edit 3–4 profile files with real CUDA/image/nodes/models.
+  2. Run compiler + docker build + docker push.
+  3. Deploy image on RunPod and run smoke test.
+
+### Blockers
+- Real model URLs/checksums not finalized.
+
+### Additional context imported from Telegram (extended)
+- Desired abstraction confirmed: config-driven workflow where adding node repos/model URLs and bumping versions does not require code edits.
+- Strong emphasis on "production-ready" compiler/scaffold with placeholders now and real values tomorrow.
+- Tomorrow checklist reaffirmed:
+  1. Fill real profile values (CUDA/image/nodes/models).
+  2. Compile profile, build image, push image.
+  3. Deploy on RunPod and validate.