Comment Pulse Board
Use this skill when you need a fast, structured digest of what the audience is obsessing over, asking about, or turning against.
Default product shape: a compact macOS MenuBarExtra utility with a source-aware popover for chatter intake, pulse clustering, and shift review and an optional settings/history window.
Quick Start
- Confirm the subject, target audience, and source window.
- Gather only public or user-authorized material into a working set.
- Produce a
pulse-digest with the default sections below.
- If the user wants a richer product concept, keep it menu bar first and native to SwiftUI.
Accepted Inputs
- comment dumps, replies, quote posts, and community forum snapshots
- support inbox excerpts, FAQ logs, or AMA question lists
- moderation notes about flare-ups, repeat confusion, or repeated praise
- user-provided context about recent launches, controversies, or content pivots
Output Artifact
Primary artifact: pulse-digest
Default sections:
- Top obsession clusters and why they matter
- Recurring questions or unresolved confusion
- Sentiment shifts compared with the prior source window
- Backlash or fatigue signals that need human review
- Suggested response priorities for the next content cycle
Workflow
Gather Sources
- Normalize comments into one working set while preserving source labels.
- Separate high-volume repetition from isolated but severe complaints.
- Flag missing context when a sentiment swing may be tied to an external event.
Distill Signal
- Cluster repeated topics, questions, and emotional reactions.
- Score clusters by volume, speed, and intensity rather than raw volume alone.
- Separate healthy criticism, confusion, delight, and harassment signals.
Build The Artifact
- Write a pulse digest that shows what is rising, stable, cooling, or risky.
- Call out where silence is better than a response.
- End with concise next-step recommendations for content, moderation, or support.
Mac Product Shape
- Prefer
MenuBarExtra with these primary actions:
Import ChatterCluster PulseReview ShiftsExport Digest
- Keep the popover between 320 pt and 380 pt wide with grouped sections, clear source status, and a strong export action.
- Use a lightweight settings or history window only for source rules, saved exports, or weighting controls.
Safety Boundaries
- Work only from public or user-authorized material.
- Do not assist with stalking, covert profiling, rumor laundering, harassment, or minors-focused manipulation.
- Do not target individual critics, encourage brigading, or reframe harassment as audience strategy.
Example Prompts
Use $comment-pulse-board to analyze this week's TikTok and Instagram comments and tell me what the audience is fixated on versus what is turning negative.Use $comment-pulse-board to cluster these founder-community replies into obsession points, recurring questions, and backlash watch items.
Resources
references/product-spec.md: product surface, SwiftUI layout, artifact template, icon direction, and first-run behavior.
1---2name: comment-pulse-board3description: Cluster obsession points, recurring questions, sentiment shifts, and backlash signals across audience chatter to produce a pulse digest. Use when Codex needs a timely view of what a personal-brand audience is amplifying, asking for, or turning against.4---56# Comment Pulse Board78Use this skill when you need a fast, structured digest of what the audience is obsessing over, asking about, or turning against.910Default product shape: a compact macOS `MenuBarExtra` utility with a source-aware popover for chatter intake, pulse clustering, and shift review and an optional settings/history window.1112## Quick Start13141. Confirm the subject, target audience, and source window.152. Gather only public or user-authorized material into a working set.163. Produce a `pulse-digest` with the default sections below.174. If the user wants a richer product concept, keep it menu bar first and native to SwiftUI.1819## Accepted Inputs2021- comment dumps, replies, quote posts, and community forum snapshots22- support inbox excerpts, FAQ logs, or AMA question lists23- moderation notes about flare-ups, repeat confusion, or repeated praise24- user-provided context about recent launches, controversies, or content pivots2526## Output Artifact2728Primary artifact: `pulse-digest`2930Default sections:31- Top obsession clusters and why they matter32- Recurring questions or unresolved confusion33- Sentiment shifts compared with the prior source window34- Backlash or fatigue signals that need human review35- Suggested response priorities for the next content cycle3637## Workflow3839### Gather Sources4041- Normalize comments into one working set while preserving source labels.42- Separate high-volume repetition from isolated but severe complaints.43- Flag missing context when a sentiment swing may be tied to an external event.4445### Distill Signal4647- Cluster repeated topics, questions, and emotional reactions.48- Score clusters by volume, speed, and intensity rather than raw volume alone.49- Separate healthy criticism, confusion, delight, and harassment signals.5051### Build The Artifact5253- Write a pulse digest that shows what is rising, stable, cooling, or risky.54- Call out where silence is better than a response.55- End with concise next-step recommendations for content, moderation, or support.5657### Mac Product Shape5859- Prefer `MenuBarExtra` with these primary actions:60 - `Import Chatter`61 - `Cluster Pulse`62 - `Review Shifts`63 - `Export Digest`64- Keep the popover between 320 pt and 380 pt wide with grouped sections, clear source status, and a strong export action.65- Use a lightweight settings or history window only for source rules, saved exports, or weighting controls.6667### Safety Boundaries6869- Work only from public or user-authorized material.70- Do not assist with stalking, covert profiling, rumor laundering, harassment, or minors-focused manipulation.71- Do not target individual critics, encourage brigading, or reframe harassment as audience strategy.7273## Example Prompts7475- `Use $comment-pulse-board to analyze this week's TikTok and Instagram comments and tell me what the audience is fixated on versus what is turning negative.`76- `Use $comment-pulse-board to cluster these founder-community replies into obsession points, recurring questions, and backlash watch items.`7778## Resources7980- `references/product-spec.md`: product surface, SwiftUI layout, artifact template, icon direction, and first-run behavior.
Arnie016