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social-analytics-reporter SKILL.md skillA

social-analytics-reporter from milad-ahmd/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add milad-ahmd/agent-skills/social-analytics-reporter@git:20261025.7c7d700

Pins git:20261025.7c7d700 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: milad-ahmd/agent-skills
Path: skills/social-analytics-reporter/SKILL.md
Versions recorded: 1
Latest version: git:20261025.7c7d700, committed Oct 25, 2026
Size: 2,144 bytes
Repository stars: 5
License: MIT

Turns raw social media analytics exports (Instagram Insights, TikTok Analytics, YouTube Studio, LinkedIn, X, Meta Ads CSV or screenshots) into a clear performance report with KPIs, trends, top and bottom content analysis, the reasons behind them, and prioritized recommendations. Includes a Python script to summarize CSV exports. Use when the user shares social media analytics, asks for a monthly social report, or asks "what's working on my socials".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Social Analytics Reporter

From a pile of numbers to "here's what to do next week".

## 1. Collect data

Ask for exports: CSV from YouTube Studio, TikTok, Meta Business Suite, LinkedIn or a scheduler, or screenshots.
For CSVs, run the helper to get a quick numerical summary:

```bash
python3 scripts/summarize.py export.csv                # auto-detects numeric columns
python3 scripts/summarize.py export.csv --sort views   # rank posts by a metric
```

## 2. KPIs by goal

| Goal | Primary KPIs |
|---|---|
| Awareness | Reach, impressions, non-follower reach %, views, follower growth |
| Engagement | Engagement rate ((likes+comments+shares+saves)/reach), saves, shares, comments |
| Video | Avg watch time, % completion, retention, rewatches |
| Traffic / conversion | Profile visits, link clicks, CTR, signups, sales, CPA/ROAS (ads) |

Calculate rates, not just totals. Compare with the **previous period and the account's own average**, not with generic benchmarks.

## 3. Report (`social-report-<period>.md`)

```markdown
# Social Report — <period>
## TL;DR (3 bullets: win, problem, next action)
## KPI scorecard (metric | this period | last period | Δ% | status 🟢🟡🔴)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add milad-ahmd/agent-skills/social-analytics-reporter@sha256:2c0c2b159c92f0ff

The line at the top of this page pins the label git:20261025.7c7d700, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_fnercoutntxp4vuc.svg)](https://markdownregistry.com/a/art_fnercoutntxp4vuc)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 25, 2026.

version	committed	commit	size	audit
git:20261025.7c7d700 latest	2026-10-25	7c7d700	2,144 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2144 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

milad-ahmd/agent-skills · 5 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fnercoutntxp4vuc
GET https://markdownregistry.com/api/v1/resolve?ref=milad-ahmd/agent-skills/social-analytics-reporter
GET https://markdownregistry.com/api/v1/blob/2c0c2b159c92f0ffca1106bac80ae2987d2e0913d65ad6359148334d4138f63a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.