Agent skill

Social Analytics Report

by Ootto-AI in Ootto-AI/claude-content-skills

A skill your agent uses when you need to turn supplied social performance data into a decision about what to keep, test, change, or stop.

MITAuto-check passedProduct & Project Management

Install Social Analytics Report

skills CLI
$ npx skills add Ootto-AI/claude-content-skills --skill social-analytics-report -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Ootto-AI/claude-content-skills social-analytics-report --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Ootto-AI/claude-content-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/social-analytics-report .claude/skills/social-analytics-report && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
social-analytics-report
GitHub stars
130
Token cost
~815 tokens
SKILL.md length
381 words
Files
1
Skills in repo
52
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when you need to turn supplied social performance data into a decision about what to keep, test, change, or stop.

  • Works in 4 steps: Establish what the data can answer → Check the data before interpreting it → Read outcomes against the intended job → …
  • You need to turn supplied social performance data into a decision about what to keep
  • SKILL.md covers 1. Establish what the data can…, 2. Check the data before…, 3. Read outcomes against the… and 4. Recommend the next smallest…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Social Analytics Report is an agent skill from Ootto-AI/claude-content-skills. Use when you need to turn supplied social performance data into a decision about what to keep, test, change, or stop. Trigger phrases include "report on this campaign", "what worked on social?", "analyse these post results", "make a weekly social report", and "what should we do next from these metrics?". Do not use this to invent data access, claim causation from a dashboard, or replace a campaign brief; use campaign-brief to define success before launch and launch-retrospective for the broader after-action review.

Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Product & Project Management, covering Retrospectives and Data analysis. The repository describes itself as: Free, copy-paste Claude skills that run your content growth factory — turn ideas + your NotebookLM memory into scroll-stopping Instagram reels. By Ootto. The licence is MIT.

When your agent uses it

  • You need to turn supplied social performance data into a decision about what to keep
  • Phrases include report on this campaign
  • What worked on social?
  • Analyse these post results

Example prompts

  • “report on this campaign”
  • “what worked on social?”
  • “analyse these post results”
  • “/social-analytics-report”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Establish what the data can answer
  2. Check the data before interpreting it
  3. Read outcomes against the intended job
  4. Recommend the next smallest test

What it can do on your machine

Read from SKILL.md and the folder at commit 5263be7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Social Analytics Report loads about 815 tokens when it runs. Until then it costs about 136 tokens; SKILL.md has 381 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~136
When it runs · the whole SKILL.md, loaded when a task matches
~815

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Ootto-AI/claude-content-skills at commit 5263be7, republished under its MIT licence (© Ootto-AI). 381 words, ~815 tokens.

Download SKILL.mdSave it as .claude/skills/social-analytics-report/SKILL.md (or your agent's skills folder).
name
social-analytics-report
description
Use when you need to turn supplied social performance data into a decision about what to keep, test, change, or stop. Trigger phrases include "report on this campaign", "what worked on social?", "analyse these post results", "make a weekly social report", and "what should we do next from these metrics?". Do not use this to invent data access, claim causation from a dashboard, or replace a campaign brief; use campaign-brief to define success before launch and launch-retrospective for the broader after-action review.

Social Analytics Report

Make an honest operational report from the metrics the team actually has, with context, uncertainty, and a next decision.

1. Establish what the data can answer

Ask for the date range, channels, posts or campaigns, metric definitions, collection method, target or baseline, and any known changes in spend, audience, format, or distribution. If definitions differ across channels, do not silently compare the raw totals.

2. Check the data before interpreting it

Identify missing rows, partial reporting windows, duplicate posts, changed tracking, or metrics collected at different ages. Label the report's data boundary. Separate direct observations from hypotheses about why something happened.

3. Read outcomes against the intended job

Group results by the job each post or channel was assigned: awareness, education, discussion, qualified traffic, conversion assistance, or creator partnership learning. Compare like with like. Look for repeatable patterns in message, format, audience context, and distribution rather than choosing one winner by impressions.

4. Recommend the next smallest test

Return a decision table: observation, confidence, likely explanation, action, owner, and evidence needed next. State what not to conclude. Recommend a bounded test that preserves the campaign claim and measurement method so the next report can actually compare it.

Show full SKILL.md (181 more words)Show less

Hard rules

  • Never claim causation from correlation or a single post.
  • Do not compare unlike metrics, date windows, paid and organic activity, or posts at different maturity without saying so.
  • Keep raw data, calculated rates, and interpretation distinguishable.
  • Do not hide low-performing or incomplete data to make a narrative look cleaner.
  • Never fabricate access to native analytics, ad accounts, or conversion systems.

Failure modes

FailureDo this instead
A high-impression post is declared successfulJudge it against the job and downstream evidence it was intended to influence.
A report lists metrics but makes no decisionEnd with one keep, one test, one change, and their owners.
Platform totals are compared as if identicalNormalize the question or report each channel separately.
The team changes five things at onceChoose the smallest observable test and hold other conditions steady where possible.

Where it sits

Use campaign-brief and utm-campaign-plan before publishing so the report has a decision and attribution plan. Use this skill during a campaign for operating reviews. Use launch-retrospective after the reporting window to combine results, qualitative evidence, and process lessons.

© Ootto-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/social-analytics-report of Ootto-AI/claude-content-skills.

Open the folder on GitHubat commit 5263be7

Compare with similar skills

Social Analytics Report next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Social Analytics Report compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Social Analytics Report this skillOotto-AI/claude-content-skills130—~815Automated safety check: PassMIT
Sprint Velocity Analysismohitagw15856/pm-claude-skills1.4k—~3.4kAutomated safety check: PassMIT
Retro Marimo PairPhySpace/SimpleCADAPI142—~1.6kAutomated safety check: PassApache-2.0
07 Marketing Report Globalminhnv0807/ai-business-skills609—~2.9kAutomated safety check: PassMIT
Scrum MasteraAAaqwq/AGI-Super-Team1051 repos~5.7kAutomated safety check: PassMIT
Metric Calculatorjeremylongshore/tons-of-skills-marketplace2.8k—~563Automated safety check: PassMIT

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Questions about Social Analytics Report

What does Social Analytics Report do?

A skill your agent uses when you need to turn supplied social performance data into a decision about what to keep, test, change, or stop. Social Analytics Report is an agent skill from Ootto-AI/claude-content-skills. Use when you need to turn supplied social performance data into a decision about what to keep, test, change, or stop.

When should I use Social Analytics Report?

Social Analytics Report fits situations like: you need to turn supplied social performance data into a decision about what to keep; phrases include report on this campaign; what worked on social?; analyse these post results.

How do I install Social Analytics Report in Claude Code?

Run `npx skills add Ootto-AI/claude-content-skills --skill social-analytics-report -a claude-code`. Or copy the skill folder (skills/social-analytics-report in Ootto-AI/claude-content-skills) into .claude/skills/social-analytics-report in your project. Claude Code loads it when a task matches its description.

How do I install Social Analytics Report in Codex?

Run `npx skills add Ootto-AI/claude-content-skills --skill social-analytics-report -a codex`. Or copy the skill folder (skills/social-analytics-report in Ootto-AI/claude-content-skills) into .agents/skills/social-analytics-report in your project. Codex loads it when a task matches its description.

Can I use Social Analytics Report in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Ootto-AI/claude-content-skills --skill social-analytics-report -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/social-analytics-report, .gemini/skills/social-analytics-report, .github/skills/social-analytics-report and .opencode/skills/social-analytics-report in your project.

What does Social Analytics Report need to run?

SKILL.md names no scripts, command-line tools or credentials: Social Analytics Report is instructions for the agent only.

Does Social Analytics Report access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Social Analytics Report safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Social Analytics Report use?

Social Analytics Report is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Social Analytics Report use?

About 815 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Social Analytics Report?

Skills that share tags, products or a category with Social Analytics Report: Sprint Velocity Analysis (mohitagw15856/pm-claude-skills, 1.4k stars), Retro Marimo Pair (PhySpace/SimpleCADAPI, 142 stars), 07 Marketing Report Global (minhnv0807/ai-business-skills, 609 stars) and Scrum Master (aAAaqwq/AGI-Super-Team, 105 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Social Analytics Report?

Ootto-AI (a GitHub organization) maintains it in Ootto-AI/claude-content-skills, which has 130 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 8, 2026.

Source: Ootto-AI/claude-content-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.