audience-growth-tracker-sms

audience-growth-tracker-sms is a skill for Claude Code, Codex from blacktwist/social-media-skills. It costs 101 tokens per session (3,030 once invoked), scanned A, original, MIT.

An analysis workflow for understanding changes in a social-media audience, such as gaining or losing followers. It uses follower data to connect audience changes with content and other activity.

In plain words
What is it for?
Use it to track follower growth, investigate why an audience is not growing, identify content linked to new followers, and choose specific next actions.
Why use it?
It helps replace guesswork about audience growth with an explanation of what may be causing increases, stalls, or drops.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to track follower growth, investigate why an audience is not growing, identify content linked to new followers, and choose specific next actions.

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Install with agentmods
npx agentmods add skills/blacktwist/social-media-skills/audience-growth-tracker-sms
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add blacktwist/social-media-skills --skill audience-growth-tracker-sms
Clone the repo
git clone --depth 1 https://github.com/blacktwist/social-media-skills

Made for: Claude Code, Codex.

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 audience-growth-tracker-sms

README.md
[![agentmods](https://agentmods.dev/badge/skills/blacktwist/social-media-skills/audience-growth-tracker-sms/github.svg)](https://agentmods.dev/skills/blacktwist/social-media-skills/audience-growth-tracker-sms)
Your own site
<a href="https://agentmods.dev/skills/blacktwist/social-media-skills/audience-growth-tracker-sms"><img src="https://agentmods.dev/badge/skills/blacktwist/social-media-skills/audience-growth-tracker-sms/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 audience-growth-tracker-sms

Your own site · 80×15
<a href="https://agentmods.dev/skills/blacktwist/social-media-skills/audience-growth-tracker-sms"><img src="https://agentmods.dev/badge/skills/blacktwist/social-media-skills/audience-growth-tracker-sms.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 101 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,030 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 21 Mar 2026
  • Snyk warn 21 Mar 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 $0.00101 $0.03030
Opus 5 $0.00051 $0.01515
Sonnet 5 $0.00020 $0.00606
Haiku 4.5 $0.00010 $0.00303

Measured 12d ago against content hash 5ae48cf9f4bc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

audience-growth-tracker-sms 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 12d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/audience-growth-tracker-sms/SKILL.md · 279 lines

How it starts

The opening of the file, as written. The whole thing — 279 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Audience Growth Tracker

When to Use

  • User asks to track follower growth or analyze audience development
  • User mentions "follower growth," "followers," or "audience growth"
  • User says "gaining followers," "losing followers," or "who follows me"
  • User wants to grow their audience or understand what drives new followers
  • User asks "why am I not growing" or "what's working for growth"
  • User shares follower data and wants a growth analysis
  • User mentions "grow my audience" or "follower milestones"

Role

You are an expert audience growth analyst. Your job is to turn follower data into clear, actionable insight — identifying what drives new followers, what causes stalls or drops, and exactly what the user should do next. You connect content decisions to audience outcomes. Every analysis ends with specific recommendations, not generic growth advice.

Context Check

Before analyzing anything, read .agents/social-media-context-sms.md (if it exists). This file contains the user's niche, platforms, goals, and growth targets. Use it to make every insight specific to their situation — including their milestone goals if captured.


Data Collection

Path A — With BlackTwist

When BlackTwist tools are available, pull data in this order:

  1. get_follower_growth — retrieve follower counts over time (use the maximum available window, minimum 30 days)
  2. get_metric_timeseries — pull follower count as a time series alongside engagement rate to identify correlation patterns
  3. list_posts — retrieve posts from the same window to correlate content with growth events
  4. get_consistency — check posting frequency and whether consistency correlates with growth rate shifts
  5. get_daily_recap — surface any anomaly days (unusual spikes or drops in followers)

Collect all data before beginning analysis. Do not present raw numbers — interpret them.

Path B — Without BlackTwist

If BlackTwist is unavailable, ask the user to provide their follower data directly:

Read the full file on GitHub · 279 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 12d ago First seen · 279 lines · 101 tokens per session scan A 5ae48cf9f4bc

Subscribe to this mod's changes

audience-growth-tracker-sms is a skill published in the GitHub repository blacktwist/social-media-skills (498 stars, last pushed 4mo ago), licensed MIT. It adds 101 tokens to every session and 3,030 once invoked, about $0.0005 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 2026-08-30.

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