fix: Emphasize recency in Reddit search to find recent threads
The model was finding old threads (Nov-Dec 2025) that got filtered out,
leaving 0 results even for popular topics like "nano banana prompts".
Changes:
- Add explicit date filters: "after:{from_date}" and "2026"/"January 2026"
- Emphasize RECENT content is critical, old threads are filtered anyway
- Tell model to verify dates before including threads
Before: 0-2 Reddit threads for "nano banana prompting practices"
After: 16 Reddit threads from January 2026
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -22,48 +22,48 @@ DEPTH_CONFIG = {
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"deep": (50, 70),
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}
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REDDIT_SEARCH_PROMPT = """Find Reddit discussion threads about: {topic}
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REDDIT_SEARCH_PROMPT = """Find RECENT Reddit discussion threads about: {topic}
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STEP 1: EXTRACT CORE KEYWORDS
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Extract the main subject. Examples:
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- "killer features of clawdbot" → search for "clawdbot"
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- "best React hooks practices" → search for "React hooks"
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Search for the CORE KEYWORD, not the full phrase.
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STEP 1: EXTRACT THE CORE SUBJECT
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Strip qualifiers and get the MAIN NOUN/PRODUCT/TOPIC:
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- "best nano banana prompting practices" → "nano banana"
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- "killer features of clawdbot" → "clawdbot"
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- "top Claude Code skills" → "Claude Code skills"
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DO NOT search for "best", "top", "tips", "practices" - just the core subject.
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STEP 2: SEARCH STRATEGIES (try multiple)
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1. "reddit [keyword]" - general Reddit search
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2. "reddit [keyword] discussion" - find discussions
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3. "[keyword] site:reddit.com/r/" - subreddit posts
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4. "reddit.com/r/ [keyword] comments" - thread URLs
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STEP 2: SEARCH FOR RECENT CONTENT (CRITICAL)
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You MUST search with date filters to find recent threads:
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1. "[core subject] site:reddit.com after:{from_date}"
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2. "reddit [core subject] 2026" or "reddit [core subject] January 2026"
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3. "[core subject] site:reddit.com/r/"
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REQUIRED: URLs must contain BOTH "/r/" AND "/comments/"
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Example valid URL: https://www.reddit.com/r/selfhosted/comments/abc123/title/
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The goal is threads from {from_date} to {to_date}. Older threads are NOT useful.
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REJECT these URLs (not discussion threads):
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- developers.reddit.com (Reddit apps, not discussions)
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- business.reddit.com
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- reddit.com/user/ (user profiles)
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- Any URL missing "/comments/"
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STEP 3: VALIDATE DATES
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Before including a thread, verify its date is AFTER {from_date}.
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If you cannot determine the date, set date to null.
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EXCLUDE threads you know are older than {from_date}.
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DATE RANGE: {from_date} to {to_date} (last 30 days).
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REQUIRED URL FORMAT: Must contain "/r/" AND "/comments/"
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REJECT: developers.reddit.com, business.reddit.com, reddit.com/user/
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Find {min_items}-{max_items} discussion threads.
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Find {min_items}-{max_items} RECENT discussion threads (from last 30 days).
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Return JSON:
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{{
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"items": [
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{{
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"title": "Thread title from Reddit",
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"title": "Thread title",
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"url": "https://www.reddit.com/r/subreddit/comments/xyz/title/",
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"subreddit": "subreddit_name",
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"date": "YYYY-MM-DD or null",
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"why_relevant": "Why this is relevant",
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"why_relevant": "How this relates to {topic}",
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"relevance": 0.85
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}}
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]
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}}
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IMPORTANT: Only return items with URLs containing /r/*/comments/*. If you cannot find any valid discussion threads, return {{"items": []}}."""
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IMPORTANT: Only return threads from the last 30 days. Old threads will be filtered out anyway."""
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def search_reddit(
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