feat: resume fixes, OpenRouter templates, and project context

Delegate expected output filenames to modules so resume works for rembg and composite; normalize G'MIC multi-frame output; add OpenRouter style reference support with tests. Add Crusaders, orange, and team gallery pipelines plus SOUL/AGENTS context files. Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-12 10:45:00 +02:00
parent 980c7f3b8b
commit ce431d7eec
22 changed files with 1616 additions and 31 deletions
@@ -0,0 +1,77 @@
+#!/usr/bin/env python3
+"""Match new team member photos to an existing player gallery style via OpenRouter."""
+
+import os
+from pathlib import Path
+
+from imagepipeline import Pipeline
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+ENV_FILE = REPO_ROOT / ".env"
+
+# Folder with new member photos to style-match.
+INPUT = Path("/home/frank/tmp/spieler")
+
+# One existing gallery player image as style reference.
+TEMPLATE_IMAGE = Path("/home/frank/Downloads/2026_AHC_44_Julius-Nikolaus_Dittus-524-scaled.webp")
+
+OUTPUT_BASE = Path.home() / "pipeline_output"
+
+OPENROUTER_MODEL = "google/gemini-3-pro-image"
+
+GALLERY_MATCH_PROMPT = (
+    "Match the second image to the first image's gallery style so it fits seamlessly "
+    "alongside the other players. Match color grading, white balance, contrast, "
+    "saturation, lighting direction, background treatment, sharpness, and overall "
+    "polish. "
+    "CRITICAL: Do not alter the person's face, identity, facial features, expression, "
+    "hair, pose, body shape, or clothing details. Do not crop, reframe, or change the "
+    "aspect ratio. Do not add or remove people or objects. "
+    "Keep the exact same image dimensions and composition — only adjust global style "
+    "and color to match the reference."
+)
+
+
+def _load_env_file(path: Path) -> None:
+    if not path.is_file():
+        return
+    for raw_line in path.read_text(encoding="utf-8").splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith("#"):
+            continue
+        key, sep, value = line.partition("=")
+        if not sep:
+            continue
+        key = key.strip()
+        value = value.strip()
+        if len(value) >= 2 and value[0] == value[-1] and value[0] in "\"'":
+            value = value[1:-1]
+        os.environ.setdefault(key, value)
+
+
+def main() -> None:
+    _load_env_file(ENV_FILE)
+
+    with Pipeline(
+        name="team_gallery_match",
+        input_dir=INPUT,
+        output_base=OUTPUT_BASE,
+    ) as p:
+        p.step(
+            "openrouter_edit",
+            inputs="input",
+            prompt=GALLERY_MATCH_PROMPT,
+            model=OPENROUTER_MODEL,
+            template_image=TEMPLATE_IMAGE,
+            # Downscale for API, then upscale back to original dimensions.
+            # Use 0 only if you accept higher cost/latency for ~10 MB sources.
+            max_edge=4096,
+            skip_existing=True,
+        )
+        output_root = p.run()
+
+    print(f"Pipeline finished. Output: {output_root}")
+
+
+if __name__ == "__main__":
+    main()