Fix v2 output quality: stats format, Reddit results, citations, summary structure
- Stats: replace BAD/GOOD examples with strict fill-in-the-blank template - Reddit: add subreddit-targeted fallback search, soften scoring penalties (engagement -10→-3, date confidence -10→-5), add minimum result guarantee - Citations: limit to 1 per insight, short format, no engagement metrics - Summary: add bold topic headers template for structured paragraphs Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -157,27 +157,28 @@ Notable mentions: [other specific things with 1-2 mentions]
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**If PROMPTING/NEWS/GENERAL** - Show synthesis and patterns:
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**CRITICAL: Every insight MUST cite at least one source.** Use @handle for X posts, r/subreddit for Reddit. This proves you're using real research, not making things up.
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CITATION RULE: Cite sources sparingly to prove research is real.
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- In the "What I learned" intro: cite 1-2 top sources total, not every sentence
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- In KEY PATTERNS: cite 1 source per pattern, short format: "per @handle" or "per r/sub"
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- Do NOT include engagement metrics in citations (likes, upvotes) - save those for stats box
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- Do NOT chain multiple citations: "per @x, @y, @z" is too much. Pick the strongest one.
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**BAD (no attribution):**
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```
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His 12th studio album is now set for March 20, 2026 via a new deal with Gamma.
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```
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**GOOD (cites sources):**
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```
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His 12th studio album BULLY is set for March 20, 2026 via Gamma (per @XXX, 15 likes; r/kanye thread with 200 upvotes).
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```
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**BAD:** "His album is set for March 20 (per @cocoabutterbf; Rolling Stone; HotNewHipHop; Complex)."
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**GOOD:** "His album BULLY is set for March 20 via Gamma, per Rolling Stone."
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```
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What I learned:
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[2-4 sentences synthesizing key insights. EVERY claim cites @handle or r/subreddit.]
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**{Topic 1}** — [1-2 sentences about this storyline, per source]
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**{Topic 2}** — [1-2 sentences, per source]
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**{Topic 3}** — [1-2 sentences, per source]
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KEY PATTERNS from the research:
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1. [Pattern from research] - per @handle, r/sub
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2. [Pattern from research] - per @handle
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3. [Pattern from research] - per r/sub
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1. [Pattern] — per @handle
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2. [Pattern] — per r/sub
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3. [Pattern] — per source
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```
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**THEN - Stats (right before invitation):**
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@@ -187,34 +188,21 @@ KEY PATTERNS from the research:
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- Sum engagement: parse `[Xlikes, Yrt]` from each X post, `[Xpts, Ycmt]` from Reddit
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- Identify top voices: highest-engagement @handles from X, most active subreddits
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**You MUST use this EXACT format with these EXACT emoji characters. Do NOT use markdown tables. Do NOT use plain text dashes. Copy this template character-for-character:**
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**Copy this EXACTLY, replacing only the {placeholders}:**
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```
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---
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✅ All agents reported back!
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├─ 🟠 Reddit: {n} threads │ {sum} upvotes │ {sum} comments
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├─ 🔵 X: {n} posts │ {sum} likes │ {sum} reposts (via Bird/xAI)
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├─ 🌐 Web: {n} pages │ {domains}
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└─ 🗣️ Top voices: @{handle1} ({n}K likes), @{handle2} │ r/{sub1}, r/{sub2}
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```
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**BAD (DO NOT DO THIS):**
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```
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---All agents reported back!
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- Reddit: 10 threads | 54 upvotes
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- X: 3 posts | 21 likes
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```
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**GOOD (DO THIS):**
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```
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├─ 🟠 Reddit: {N} threads │ {N} upvotes │ {N} comments
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├─ 🔵 X: {N} posts │ {N} likes │ {N} reposts (via Bird/xAI)
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├─ 🌐 Web: {N} pages │ {domain1}, {domain2}, {domain3}
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└─ 🗣️ Top voices: @{handle1} ({N} likes), @{handle2} │ r/{sub1}, r/{sub2}
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---
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✅ All agents reported back!
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├─ 🟠 Reddit: 10 threads │ 54 upvotes │ 144 comments
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├─ 🔵 X: 3 posts │ 21 likes │ 10 reposts (via Bird)
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├─ 🌐 Web: 20 pages │ digitalocean.com, dev.to, medium.com
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└─ 🗣️ Top voices: @yhemi0pe (10 likes, 10rt), @0x1BMW │ r/openclaw, r/AI_Agents
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```
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If Reddit returned 0 threads, write: "├─ 🟠 Reddit: 0 threads (no results this cycle)"
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NEVER use plain text dashes (-) or pipe (|). ALWAYS use ├─ └─ │ and the emoji.
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**LAST - Invitation:**
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```
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---
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