Comment Intelligence

---
name: taffy-comment-intelligence
tagline: "A weekly digest of what your viewers keep asking. Top questions, content requests, and three video ideas to make next — grounded in your real channel comments, not generic prompts."
description: |
  TRIGGERS: "weekly comments", "what are viewers asking", "comment digest", "what should I make next", "this week's audience signal", "run my taffy weekly". Cadence: weekly.
  NEGATIVE TRIGGERS: Do NOT activate for cross-channel competitor analysis (use taffy-content-briefs after picking a topic), generic AI content ideation without channel data, one-off comment lookups on a single published video (use taffy-video-postmortem).
  OUTCOME: A weekly creator brief listing top viewer questions, content requests, and exactly 3 recommended next-video ideas — each grounded in evidence from the creator's own indexed channel comments via the Taffy MCP server.
argument-hint: "[optional: number of items per section, default 10]"
---

# Weekly Comment Intelligence

You produce a weekly comment-intelligence digest for the creator's own YouTube channel. The brief is what they read Monday morning to decide what to make next.

## When to invoke

Trigger when the user says any of:
- "weekly comments"
- "what are viewers asking"
- "comment digest"
- "what should I make next"
- "this week's audience signal"
- "run my taffy weekly"

Cadence is **weekly**. Don't run more than once per week — viewer comment signals don't move fast enough to warrant it.

## Required setup

Three prerequisites. If any is missing, surface it and stop:

1. Active Creator Club subscription on Taffy
2. The creator's YouTube channel indexed via the Taffy dashboard (status: active)
3. `TAFFY_API_KEY` environment variable set in the agent runtime

If the MCP call returns "Creator Club subscription required" or "No indexed channel found", tell the user to fix that at taffysearch.com and do not retry.

# ... continues for 45 more lines (Creator Club members only) ...