social-pulse-monitor

social-pulse-monitor is a skill for Claude Code from aaron-he-zhu/aaron-marketing-skills. It costs 218 tokens per session (3,171 once invoked), scanned A, original, Apache-2.0.

A social-listening guide for finding and routing public mentions of a brand or community. It uses search queries, including name variants and exclusions, and tracks a seven-day baseline to spot unusual spikes.

In plain words
What is it for?
Use it to monitor brand mentions, assign them to owners, track community health, and flag sudden increases for a crisis process.
Why use it?
It helps teams notice important conversations and possible problems before they are missed in a busy stream of mentions.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: mentions Claude Code; built for openclaw.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is Emit the standard shape from [skill-contract.md §Handoff Summary Format](../../../references/skill-contract.md)..

Part of the aaron-marketing plugin — 120 skills shipped together , and of aaron-marketing

Good fit Use it to monitor brand mentions, assign them to owners, track community health, and flag sudden increases for a crisis process.

Compare 6 skills from other repositories ↓
About the project

aaron-marketing-skills is a collection of 120 AI-agent skills covering marketing work such as brand narrative, search optimization, social media, email, advertising, influencer campaigns, and launches. Marketers and agent users can install it as a plugin, use its portable skills, or run its described bot team. The catalogue entries are components of this marketing workflow.

aaron-he-zhu/aaron-marketing-skills · 2,767 stars · on GitHub · aaronmarketing.ai

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/aaron-he-zhu/aaron-marketing-skills
agentmods
npx agentmods add skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor

Made for: Claude Code.

Or install aaron-marketing, the plugin that ships this one along with the rest of its 120 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for social-pulse-monitor

README.md
[![agentmods](https://agentmods.dev/badge/skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor/github.svg)](https://agentmods.dev/skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor)
Your own site
<a href="https://agentmods.dev/skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor"><img src="https://agentmods.dev/badge/skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for social-pulse-monitor

Your own site · 80×15
<a href="https://agentmods.dev/skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor"><img src="https://agentmods.dev/badge/skills/aaron-he-zhu/aaron-marketing-skills/social-pulse-monitor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 218 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,171 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 2 Sept 2026
  • Snyk warn 2 Sept 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00218 $0.03171
Opus 5 $0.00109 $0.01586
Sonnet 5 $0.00044 $0.00634
Haiku 4.5 $0.00022 $0.00317

Measured 9d ago against content hash ed68b42fd22c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

social-pulse-monitor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

social/observe/social-pulse-monitor/SKILL.md · 87 lines

How it starts

The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Social Pulse Monitor

Always-on brand and community listening — the ears of the ECHO Observe phase. It maintains the listening-query architecture, sweeps the keyless public surfaces for mentions, triages each one to an owner with an SLA, and keeps the 7-day rolling baseline whose spike flag is the trigger input for crisis-response-planner. It feeds three ECHO O sub-items directly: 7-day listening baseline maintained with spike thresholds set, listening-query architecture current (brand variants incl. 中文 names and misspellings, exclusion terms, per-source syntax), and community-health metrics employee-excluded (see echo-benchmark.md). Only social-quality-auditor computes the ECHO profile result and runs the vetoes; this skill supplies the listening facts.

Scope guard: this skill listens and routes — it never responds. Drafting replies and UGC rights collection stay with engagement-inbox-manager; declaring a crisis and pausing the queue stay with crisis-response-planner (this skill only raises the spike flag); the locked-panel competitive trend stays with share-of-voice-tracker; launch-window telemetry (T-0→T+30) stays with launch-monitor. No posting, reply, or DM automation anywhere — closed platforms (X/IG/TikTok/LinkedIn/小红书/微信公众号/视频号/抖音) are read via user exports or proxy-labeled signals only, and automating them is a hard red line (风控/封号). Registry-grade mention lines go only to memory/events/channels.ndjson via an authorized operation: propose request to registry-events.pychannel-registry is the sole writer of memory/channels/.

Quick Start

Set up listening for [brand]. Name variants: [misspellings, 中文名, product names, exec handles]. Build the query set and run today's sweep.

Read the full file on GitHub · 87 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 87 lines · 218 tokens per session scan A ed68b42fd22c

Subscribe to this mod's changes

social-pulse-monitor is a skill published in the GitHub repository aaron-he-zhu/aaron-marketing-skills (2,767 stars, last pushed today), licensed Apache-2.0. It adds 218 tokens to every session and 3,171 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.