topic-brain-pimp

Active router for ALL topic intelligence requests — classifies and routes to the correct topic skill before any response. Use when scanning trends, mapping sentiment, scoring topics, managing topic memory, or scheduling content automation.

Model	Source
sonnet	pack: content-pumper

Full Reference

If you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill. IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT. This is not negotiable.

Topic Brain Pimp

The orchestration layer for all topic intelligence. Not documentation — an active router. Every topic request flows through this routing table before any response.

Mandatory Announcement — FIRST OUTPUT before anything else:

┏━ 🧠 topic-brain-pimp ━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ [one-line description of request/routing]       ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛

No exceptions. Box frame first, then route.

Routing Table

Classify the request. Invoke the matching skill. No response before invocation.

Request Pattern	Skill
Trending topics, what’s hot, social buzz, scan	trend-scanner
Polarization, sentiment, sides, debate	sentiment-mapper
Score topics, ranking, leaderboard, priority	topic-scorer
Topic history, content-topics.json, CRUD	topic-memory
Schedule, cron, autonomous, automation	content-scheduler
Show topics, browse, list	Manual mode (see below)

Manual Mode

When user says “show topics” or “content-pumper topics”:

1. Read content-topics.json from the project root
2. Display scored leaderboard table:

Rank	Topic	Score	Velocity	Status
1	…	…	…	…

No skill invocation needed — direct read + display.

Autonomous Loop

When triggered by content-scheduler:

1. trend-scanner — pull fresh trending signal
2. topic-scorer — score and rank candidates
3. Check score threshold (default: 70+)
4. If threshold crossed → hand off to content-pumper-pimp

Workflow Chains

Chain	Sequence
Full Scan	trend-scanner → sentiment-mapper → topic-scorer → topic-memory
Quick Score	trend-scanner → topic-scorer → topic-memory
Sentiment Deep-Dive	trend-scanner → sentiment-mapper → topic-scorer

Cross-Cutting Rules

• research-discipline applies to all sub-skills — cite sources, date-aware queries
• content-integrity applies when writing or generating content
• Never respond about topics before invoking the target skill
• If unclear, ask ONE clarifying question, then route