analytics-dashboard

analytics-dashboard is a skill for Claude Code from charlie947/social-media-skills. It costs 107 tokens per session (1,096 once invoked), scanned A, original, MIT.

A skill that turns a LinkedIn Analytics spreadsheet export into an interactive dark-themed React dashboard and a written analysis. LinkedIn Analytics contains data about posts, followers, engagement, and audience demographics.

In plain words
What is it for?
Use it to chart engagement over time, follower growth, post performance, activity by weekday, and audience breakdown, then produce five data-based content recommendations.
Why use it?
It brings several exported data sheets together so performance patterns and content opportunities are easier to inspect.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the social-media-skills plugin — 17 skills shipped together

Good fit Use it to chart engagement over time, follower growth, post performance, activity by weekday, and audience breakdown, then produce five data-based content recommendations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/charlie947/social-media-skills/analytics-dashboard
About the project

charlie947/social-media-skills is a collection of markdown instructions that gives AI agents specialized workflows for creating and managing social-media content. It supports a content system spanning LinkedIn, Instagram, Substack, X, and YouTube, with shared voice and context files guiding the individual skills.

charlie947/social-media-skills · 3,385 stars · on GitHub

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 charlie947/social-media-skills --skill analytics-dashboard
Clone the repo
git clone --depth 1 https://github.com/charlie947/social-media-skills

Made for: Claude Code.

Or install social-media-skills, the plugin that ships this one along with the rest of its 17 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 analytics-dashboard

README.md
[![agentmods](https://agentmods.dev/badge/skills/charlie947/social-media-skills/analytics-dashboard/github.svg)](https://agentmods.dev/skills/charlie947/social-media-skills/analytics-dashboard)
Your own site
<a href="https://agentmods.dev/skills/charlie947/social-media-skills/analytics-dashboard"><img src="https://agentmods.dev/badge/skills/charlie947/social-media-skills/analytics-dashboard/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 analytics-dashboard

Your own site · 80×15
<a href="https://agentmods.dev/skills/charlie947/social-media-skills/analytics-dashboard"><img src="https://agentmods.dev/badge/skills/charlie947/social-media-skills/analytics-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 107 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,096 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 28 Apr 2026
  • Snyk pass 28 Apr 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 $0.00107 $0.01096
Opus 5 $0.00053 $0.00548
Sonnet 5 $0.00021 $0.00219
Haiku 4.5 $0.00011 $0.00110

Measured 13d ago against content hash 5000eec75f32, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

analytics-dashboard 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 13d 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/analytics-dashboard/SKILL.md · 136 lines

How it starts

The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics Dashboard

CRITICAL: Auto-start on load

When this skill triggers, go straight to Step 1.

Step 1. Get the export file

Ask:

Upload your LinkedIn Analytics export file (xlsx).

Not sure how to get it? Go to LinkedIn Analytics, set your date range (30, 60, or 90 days works well), and click Export in the top right.

Wait for the file upload.

Step 2. Parse the data

Read every sheet in the file. Expect these sheets:

  • DISCOVERY: overall impressions and reach
  • ENGAGEMENT: daily impressions and engagements over time
  • TOP POSTS: top 50 posts, ranked by engagements and by impressions (two tables to merge)
  • FOLLOWERS: daily new followers plus total count
  • DEMOGRAPHICS: job titles, locations, industries, seniority, company size, top companies

Clean any messy headers. Merge the two TOP POSTS tables (by engagements and by impressions) into one unified dataset per post. De-duplicate.

Step 3. Build the interactive dashboard

Create a single React artifact. Dark theme (background #0f1117), accent colours for charts. Use Recharts for all visualisations.

Include these panels in this order:

Headline metrics (top row cards)

  • Total impressions
  • Total reach
  • Total new followers
  • Average daily impressions
  • Average daily engagements
  • Average engagement rate (engagements / impressions)
  • Total posts tracked

Engagement trend (line chart)

  • Daily impressions (left y-axis) and engagements (right y-axis) over the full date range
  • Highlight the top 3 spike days with markers

Follower growth (area chart)

  • Daily new followers
  • 7-day moving average trendline overlaid
  • Cumulative follower gain

Post performance scatter

  • X axis: impressions. Y axis: engagements
  • Colour-code posts into four quadrants:
    • Stars: high reach + high engagement
    • Viral but shallow: high reach + low engagement
    • Niche gold: low reach + high engagement
    • Underperformers: low reach + low engagement
  • Hoverable dots showing post URL and date

Read the full file on GitHub · 136 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. 13d ago First seen · 136 lines · 107 tokens per session scan A 5000eec75f32

Subscribe to this mod's changes

analytics-dashboard is a skill published in the GitHub repository charlie947/social-media-skills (3,385 stars, last pushed 13d ago), licensed MIT. It adds 107 tokens to every session and 1,096 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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