Revert 'feat(training): add prompt-enhancement generator (step35 #575)' — undone for proper branch flow

scripts/generate_prompt_enhancement.py

@@ -1,202 +0,0 @@
-#!/usr/bin/env python3
-"""
-generate_prompt_enhancement.py — Generate 3000 terse→rich prompt pairs.
-
-Domains covered (750 entries each):
-  - visual scenes
-  - music moods
-  - dream descriptions
-  - emotional weather
-
-Output:
-  ~/.hermes/training-data/prompt-enhancement.jsonl
-"""
-
-import argparse, json, os, random
-from datetime import datetime, timezone
-
-random.seed(575)
-
-OUTPUT_PATH = os.path.expanduser("~/.hermes/training-data/prompt-enhancement.jsonl")
-
-# --- Lexical pools drawn from existing data patterns ---
-VISUAL_ADJS = [
-    "whimsical", "melancholy", "pristine", "muted", "surreal", "epic", "serene",
-    "stormy", "ethereal", "gritty", "vibrant", "haunting", "breathtaking",
-    "ancient", "enchanted", "crystal", "frosty", "golden", "moonlit", "sun-drenched"
-]
-VISUAL_NOUNS = [
-    "rain", "sunset", "fog", "beach", "mountain", "forest", "ocean",
-    "cityscape", "meadow", "canyon", "desert", "aurora", "glacier",
-    "river", "volcano", "swamp", "cliff", "prairie", "temple", "ruins"
-]
-VISUAL_ELEMENTS = [
-    "moonlit shadows", "frost clinging to every surface", "birds wheeling in formation",
-    "lichen-covered stones", "wildflowers dotting the foreground", "mist rising from the valley",
-    "leaves rustling in wind", "dust motes caught in a shaft of light",
-    "reflections on still water", "silhouettes against the sky"
-]
-VISUAL_STYLES = [
-    "painted in digital concept art",
-    "cinematic lighting",
-    "film noir style",
-    "dreamy soft focus",
-    "hyperrealistic detail",
-    "painterly brushstrokes",
-    "art nouveau linework",
-    "pop art vibrancy"
-]
-
-MUSIC_EMOTIONS = [
-    "aggression", "tenderness", "sorrow", "euphoria", "ominousness", "rage",
-    "serenity", "longing", "melancholy", "triumph", "despair", "hope"
-]
-MUSIC_INSTR = [
-    "riff", "piano", "violin", "cello", "trumpet", "harp", "saxophone",
-    "drum", "flute", "guitar", "synth", "orchestra", "voice"
-]
-MUSIC_COLORS = {
-    "aggression": ["red", "black", "orange"],
-    "tenderness": ["soft pink", "cream", "warm gold"],
-    "sorrow": ["deep blue", "grey", "silver"],
-    "euphoria": ["bright gold", "white", "cyan"],
-    "ominousness": ["purple", "dark green", "blood red"],
-    "rage": ["crimson", "ember orange", "black"],
-    "serenity": ["pale blue", "seafoam green", "white"],
-    "longing": ["lavender", "dusty rose", "grey"],
-    "melancholy": ["slate grey", "faded blue", "ash"],
-    "triumph": ["royal blue", "gold", "white"],
-    "despair": ["mud brown", "charcoal", "dust"],
-    "hope": ["soft yellow", "warm white", "pale green"],
-}
-MUSIC_FRAMING = [
-    "extreme close-up", "close-up", "medium shot", "wide shot", "long shot", "low angle", "high angle"
-]
-
-DREAM_PHRASES = [
-    "falling forever", "flying over ocean", "teeth crumbling", "melting face",
-    "being chased by shadows", "teeth falling out", "naked in public", "floating upwards",
-    "endless staircase", "lost wallet", "dead relatives speaking", "backwards childhood home",
-    "trapped in a mirror", "growing wings", "underwater breathing", "time looping",
-    "forgotten passwords", "public speaking naked", "infinite paperwork", "rooms that shift"
-]
-DREAM_FRAMINGS = [
-    "rule of thirds framing with dolly forward movement",
-    "close-up framing with tracking shot movement",
-    "dutch angle framing with steady hold movement",
-    "wide shot framing with rack focus movement",
-    "low angle framing with pan movement",
-    "high angle framing with tilt movement",
-    "extreme close-up framing with zoom movement",
-    "silhouette framing against backlight"
-]
-
-EMOTION_ADJS = [
-    "cold", "thick", "raw", "beautiful", "heavy", "sharp", "bitter", "warm"
-]
-EMOTION_NOUNS = [
-    "rage", "grief", "joy", "fear", "hope", "despair", "love", "loneliness"
-]
-EMOTION_COLORS = {
-    "rage": ["blood red", "black", "orange"],
-    "grief": ["charcoal", "deep blue", "ash"],
-    "joy": ["bright gold", "warm white", "orange"],
-    "fear": ["sickly green", "purple", "grey"],
-    "hope": ["soft pink", "pale yellow", "white"],
-    "despair": ["mud brown", "dark grey", "faded blue"],
-    "love": ["rose", "crimson", "gold"],
-    "loneliness": ["pale blue", "white", "grey"],
-}
-EMOTION_FRAMING = [
-    "wide shot", "close-up", "silhouette frame", "high angle",
-    "low angle", "dutch angle", "bird's eye view", "subjective"
-]
-
-def generate_visual():
-    adj = random.choice(VISUAL_ADJS)
-    noun = random.choice(VISUAL_NOUNS)
-    elements = random.sample(VISUAL_ELEMENTS, k=random.randint(2, 3))
-    style = random.choice(VISUAL_STYLES)
-    lighting = random.choice(["moonlit", "golden hour", "storm light", "misty dawn", "midday glare", "twilight"])
-    terse = f"{adj} {noun}"
-    rich = f"A {adj} {noun} bathed in {lighting}, {', '.join(elements)}, {style}."
-    return {"terse": terse, "rich": rich, "domain": "visual scenes"}
-
-def generate_music():
-    emotion_adj = random.choice(MUSIC_EMOTIONS)
-    instr = random.choice(MUSIC_INSTR)
-    colors = random.choice(list(MUSIC_COLORS.values()))
-    framing = random.choice(MUSIC_FRAMING)
-    terse = f"{emotion_adj} {instr}"
-    rich = f"A bowing visualization of {emotion_adj} through music. Colors: {', '.join(colors)}. {framing} framing."
-    return {"terse": terse, "rich": rich, "domain": "music moods"}
-
-def generate_dream():
-    phrase = random.choice(DREAM_PHRASES)
-    framing = random.choice(DREAM_FRAMINGS)
-    terse = phrase
-    rich = f"A surreal dream visualization of '{phrase}'. {framing}."
-    return {"terse": terse, "rich": rich, "domain": "dream descriptions"}
-
-def generate_emotional():
-    emotion = random.choice(EMOTION_NOUNS)
-    weather = random.choice(["storm", "rain", "sunrise", "fog", "thunder", "blizzard", "drought", "sky"])
-    adj = random.choice(EMOTION_ADJS)
-    colors = random.choice(EMOTION_COLORS[emotion])
-    framing = random.choice(EMOTION_FRAMING)
-    terse = f"{emotion} {weather}"
-    rich = f"An {adj} visualization of {emotion}. Colors: {colors}. {framing} framing."
-    return {"terse": terse, "rich": rich, "domain": "emotional weather"}
-
-def main():
-    parser = argparse.ArgumentParser()
-    parser.add_argument("--seed", type=int, default=575)
-    parser.add_argument("--dry-run", action="store_true")
-    parser.add_argument("--output", default=OUTPUT_PATH)
-    args = parser.parse_args()
-
-    random.seed(args.seed)
-    print(f"Generating 3000 prompt-enhancement pairs (seed={args.seed})")
-
-    needed = {"visual scenes": 750, "music moods": 750, "dream descriptions": 750, "emotional weather": 750}
-    total = sum(needed.values())
-    pairs = []
-    errors = 0
-
-    for domain, count in needed.items():
-        domain_pairs = []
-        for i in range(count):
-            if domain == "visual scenes":
-                pair = generate_visual()
-            elif domain == "music moods":
-                pair = generate_music()
-            elif domain == "dream descriptions":
-                pair = generate_dream()
-            elif domain == "emotional weather":
-                pair = generate_emotional()
-            else:
-                continue
-            pair["id"] = f"{domain.replace(' ', '-')}-{i+1:04d}"
-            pair["model"] = "generator-script"
-            pair["timestamp"] = datetime.now(timezone.utc).isoformat()
-            domain_pairs.append(pair)
-        pairs.extend(domain_pairs)
-        print(f"  {domain}: {len(domain_pairs)} entries")
-
-    assert len(pairs) == total, f"Expected {total}, got {len(pairs)}"
-
-    if args.dry_run:
-        print("\nDry run — no output written.")
-        return 0
-
-    os.makedirs(os.path.dirname(args.output), exist_ok=True)
-    with open(args.output, "w") as f:
-        for p in pairs:
-            f.write(json.dumps(p, ensure_ascii=False) + "\n")
-
-    print(f"\nTotal: {len(pairs)} pairs")
-    print(f"Output: {args.output}")
-    return 0
-
-if __name__ == "__main__":
-    raise SystemExit(main())