From 3afc1213b88e63102d0fc2ff9d3bce2c3b8aca32 Mon Sep 17 00:00:00 2001 From: Matt Van Horn Date: Tue, 3 Feb 2026 14:47:41 -0800 Subject: [PATCH] Add explicit instructions to calculate engagement totals Claude was summarizing qualitatively ('mostly casual conversation') instead of summing actual engagement numbers from the output. Added CRITICAL note to: - Parse [Xlikes, Yrt] from each X post - Sum totals for the stats display - Show top voices with engagement (e.g., @handle (15K likes)) Co-Authored-By: Claude Opus 4.5 --- SKILL.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/SKILL.md b/SKILL.md index 80b83ec..764ee4b 100644 --- a/SKILL.md +++ b/SKILL.md @@ -239,13 +239,18 @@ KEY PATTERNS I'll use: **THEN - Stats (right before invitation):** +**CRITICAL: Calculate actual totals from the research output.** +- Count posts/threads from each section +- Sum engagement: parse `[Xlikes, Yrt]` from each X post, `[Xpts, Ycmt]` from Reddit +- Identify top voices: highest-engagement @handles from X, most active subreddits + ``` --- ✅ All agents reported back! ├─ 🟠 Reddit: {n} threads │ {sum} upvotes │ {sum} comments ├─ 🔵 X: {n} posts │ {sum} likes │ {sum} reposts (via Bird/xAI) ├─ 🌐 Web: {n} pages │ {domains} -└─ Top voices: r/{sub1}, r/{sub2} │ @{handle1}, @{handle2} +└─ Top voices: @{handle1} ({n}K likes), @{handle2} │ r/{sub1}, r/{sub2} ``` **LAST - Invitation:**