1#!/usr/bin/env python3
2"""
3Content Ideas Generator
4Generates content ideas based on knowledge base and past successful content.
5"""
6 
7import json
8import argparse
9from datetime import datetime
10from pathlib import Path
11 
12BRAIN_ROOT = Path(__file__).parent.parent.parent
13 
14def load_jsonl(filepath):
15    """Load JSONL file, skipping schema lines."""
16    items = []
17    if not filepath.exists():
18        return items
19    with open(filepath, 'r') as f:
20        for line in f:
21            line = line.strip()
22            if not line:
23                continue
24            try:
25                data = json.loads(line)
26                if '_schema' not in data:
27                    items.append(data)
28            except json.JSONDecodeError:
29                continue
30    return items
31 
32def get_top_performing_content():
33    """Get posts with highest engagement."""
34    posts = load_jsonl(BRAIN_ROOT / 'content' / 'posts.jsonl')
35 
36    # Sort by engagement metrics if available
37    def engagement_score(post):
38        metrics = post.get('metrics', {})
39        return (
40            metrics.get('likes', 0) +
41            metrics.get('comments', 0) * 2 +
42            metrics.get('reposts', 0) * 3
43        )
44 
45    sorted_posts = sorted(posts, key=engagement_score, reverse=True)
46    return sorted_posts[:5]
47 
48def get_recent_bookmarks(category=None):
49    """Get recent bookmarks, optionally filtered by category."""
50    bookmarks = load_jsonl(BRAIN_ROOT / 'knowledge' / 'bookmarks.jsonl')
51 
52    if category:
53        bookmarks = [b for b in bookmarks if b.get('category') == category]
54 
55    # Sort by date, most recent first
56    bookmarks.sort(key=lambda x: x.get('saved_at', ''), reverse=True)
57    return bookmarks[:10]
58 
59def get_undeveloped_ideas():
60    """Get ideas that haven't been developed yet."""
61    ideas = load_jsonl(BRAIN_ROOT / 'content' / 'ideas.jsonl')
62 
63    raw_ideas = [i for i in ideas if i.get('status') == 'raw']
64    return raw_ideas
65 
66def generate_suggestions(pillar=None, count=5):
67    """Generate content suggestions."""
68 
69    output = f"""
70# Content Ideas Generator
71Generated: {datetime.now().isoformat()}
72Filter: {pillar or 'All pillars'}
73 
74## Based on Top Performing Content
75"""
76 
77    top_posts = get_top_performing_content()
78    if top_posts:
79        output += "\nYour best performing content themes:\n"
80        for post in top_posts[:3]:
81            output += f"- {post.get('pillar', 'Unknown')}: {post.get('type', 'post')}\n"
82        output += "\n**Suggestion**: Create more content in these high-performing areas.\n"
83    else:
84        output += "\nNo post history yet. Start creating!\n"
85 
86    output += """
87## From Your Knowledge Base
88"""
89 
90    bookmarks = get_recent_bookmarks(pillar)
91    if bookmarks:
92        output += "\nRecent topics you've been researching:\n"
93        for bm in bookmarks[:5]:
94            output += f"- {bm.get('title', 'Untitled')} ({bm.get('category', 'uncategorized')})\n"
95            if bm.get('key_insights'):
96                output += f"  Key insight: {bm['key_insights'][0]}\n"
97        output += "\n**Suggestion**: Turn these research topics into educational content.\n"
98    else:
99        output += "\nNo bookmarks yet. Save interesting content to fuel ideas.\n"
100 
101    output += """
102## Undeveloped Ideas
103"""
104 
105    ideas = get_undeveloped_ideas()
106    if ideas:
107        output += f"\nYou have {len(ideas)} undeveloped ideas:\n"
108        for idea in ideas[:count]:
109            output += f"- [{idea.get('priority', 'medium')}] {idea.get('idea', 'No content')}\n"
110        output += "\n**Suggestion**: Pick one high-priority idea and develop it today.\n"
111    else:
112        output += "\nNo undeveloped ideas in the queue.\n"
113 
114    output += """
115## Quick Prompts
116 
1171. "What's one thing I learned this week that others would find valuable?"
1182. "What's a common mistake I see in my industry?"
1193. "What question do I get asked most often?"
1204. "What worked for me that's counterintuitive?"
1215. "What do I wish I knew when I started?"
122"""
123 
124    return output
125 
126if __name__ == '__main__':
127    parser = argparse.ArgumentParser(description='Generate content ideas')
128    parser.add_argument('--pillar', '-p', help='Filter by content pillar')
129    parser.add_argument('--count', '-c', type=int, default=5, help='Number of ideas to show')
130 
131    args = parser.parse_args()
132    print(generate_suggestions(args.pillar, args.count))
133