Agent skill

Social Proof Mining

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

A skill your agent uses when you need to locate and prepare already-approved customer evidence for a social campaign, profile, post, or sales-adjacent explanation.

MITAuto-check passedMarketing & SEO

Install Social Proof Mining

skills CLI
$ npx skills add Ootto-AI/claude-content-skills --skill social-proof-mining -a claude-code

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

GitHub CLI
$ gh skill install Ootto-AI/claude-content-skills social-proof-mining --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-proof-mining .claude/skills/social-proof-mining && 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-proof-mining
GitHub stars
130
Token cost
~809 tokens
SKILL.md length
374 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 locate and prepare already-approved customer evidence for a social campaign, profile, post, or sales-adjacent explanation.

  • Works in 4 steps: Gather only traceable evidence → Match proof to a narrow claim → Create usable proof units → …
  • You need to locate and prepare already-approved customer evidence for a social campaign
  • SKILL.md covers 1. Gather only traceable…, 2. Match proof to a narrow claim, 3. Create usable proof units and 4. Choose the smallest…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Social Proof Mining is an agent skill from Ootto-AI/claude-content-skills. Use when you need to locate and prepare already-approved customer evidence for a social campaign, profile, post, or sales-adjacent explanation. Trigger phrases include "find proof we can use", "what customer evidence supports this?", "mine testimonials", "turn these outcomes into social proof", and "which quote backs this claim?". Do not use this to fabricate testimonials, imply endorsement, expose private customer information, or turn a single anecdote into a performance promise; use social-listening for broad…

Its SKILL.md is about 810 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 Marketing & SEO, covering Marketing psychology and Social media marketing. 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 locate and prepare already-approved customer evidence for a social campaign
  • Sales-adjacent explanation
  • Phrases include find proof we can use
  • What customer evidence supports this?

Example prompts

  • “find proof we can use”
  • “what customer evidence supports this?”
  • “mine testimonials”
  • “/social-proof-mining”

Workflow steps

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

  1. Gather only traceable evidence
  2. Match proof to a narrow claim
  3. Create usable proof units
  4. Choose the smallest truthful placement

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 Proof Mining loads about 809 tokens when it runs. Until then it costs about 150 tokens; SKILL.md has 374 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~150
When it runs · the whole SKILL.md, loaded when a task matches
~809

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). 374 words, ~809 tokens.

Download SKILL.mdSave it as .claude/skills/social-proof-mining/SKILL.md (or your agent's skills folder).
name
social-proof-mining
description
Use when you need to locate and prepare already-approved customer evidence for a social campaign, profile, post, or sales-adjacent explanation. Trigger phrases include "find proof we can use", "what customer evidence supports this?", "mine testimonials", "turn these outcomes into social proof", and "which quote backs this claim?". Do not use this to fabricate testimonials, imply endorsement, expose private customer information, or turn a single anecdote into a performance promise; use social-listening for broad feedback patterns and positioning-audit for the message itself.

Social Proof Mining

Build an approval-safe proof library that links every useful claim to a real source, permission status, and context.

1. Gather only traceable evidence

Ask for approved testimonials, case studies, reviews, customer messages, performance data, or public posts along with their source, date, owner, and permission status. Keep evidence that is merely interesting separate from evidence cleared for marketing use.

2. Match proof to a narrow claim

For each item, identify exactly what it supports: a workflow, a customer situation, a qualitative benefit, or a measured outcome. Preserve the conditions around it. If a quote says a customer saved time in one context, do not rewrite it as a universal productivity claim.

3. Create usable proof units

Return a proof card with the exact source wording, approved short form, claim it supports, required attribution or disclosure, usage limits, and a note on context. Flag anything that needs customer, legal, or product approval before it can be published.

4. Choose the smallest truthful placement

Recommend where each proof unit helps: a post, profile, campaign brief, creator brief, or comparison explanation. Pair proof with the claim it verifies. If proof is weak or stale, say so and route to a request for better evidence instead of polishing it into certainty.

Show full SKILL.md (164 more words)Show less

Hard rules

  • Never invent, composite, or substantially rewrite a customer quote.
  • Do not use names, handles, logos, screenshots, DMs, or identifiable outcomes without appropriate permission.
  • Preserve scope, timeframe, and conditions for any numeric result.
  • Do not imply that one customer represents all customers or guaranteed results.
  • Separate public evidence from private feedback and respect every usage restriction.

Failure modes

FailureDo this instead
A compelling quote has no permission recordMark it unavailable until the owner confirms usage rights.
Proof is detached from its conditionsKeep the original context beside the approved claim.
Testimonials become generic praiseMatch each item to a specific audience concern or claim.
A campaign needs proof that does not existNarrow the promise or create a demonstration, not a false testimonial.

Where it sits

Use social-listening to identify recurring customer language; use this skill to isolate approved evidence. Feed the output into positioning-audit, campaign-brief, linkedin-thought-leadership, and influencer-partnerships. Use audience-personas only for grouped patterns, never to disclose individual customer data.

© 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-proof-mining of Ootto-AI/claude-content-skills.

Open the folder on GitHubat commit 5263be7

Compare with similar skills

Social Proof Mining 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 Proof Mining compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Social Proof Mining this skillOotto-AI/claude-content-skills130—~809Automated safety check: PassMIT
Instagram Marketingsergebulaev/instagram-skills347—~1.9kAutomated safety check: NotesMIT
Getxapi ConnectLeoYeAI/openclaw-marketing-skills1k1 repos~715Automated safety check: PassCustom licence
Competitor Social ResearchScrapeCreators/social-media-research-skills3.4k—~1.1kAutomated safety check: NotesMIT
Business Contact and Social Links Finderbrowser-act/skills6.1k1 repos~1.6kAutomated safety check: PassMIT
LinkedIn Ads Managementivangfalco/ads-skills279—~1.7kAutomated safety check: PassCustom licence

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Categories

Questions about Social Proof Mining

What does Social Proof Mining do?

A skill your agent uses when you need to locate and prepare already-approved customer evidence for a social campaign, profile, post, or sales-adjacent explanation. Social Proof Mining is an agent skill from Ootto-AI/claude-content-skills. Use when you need to locate and prepare already-approved customer evidence for a social campaign, profile, post, or sales-adjacent explanation.

When should I use Social Proof Mining?

Social Proof Mining fits situations like: you need to locate and prepare already-approved customer evidence for a social campaign; sales-adjacent explanation; phrases include find proof we can use; what customer evidence supports this?.

How do I install Social Proof Mining in Claude Code?

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

How do I install Social Proof Mining in Codex?

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

Can I use Social Proof Mining 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-proof-mining -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-proof-mining, .gemini/skills/social-proof-mining, .github/skills/social-proof-mining and .opencode/skills/social-proof-mining in your project.

What does Social Proof Mining need to run?

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

Does Social Proof Mining 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 Proof Mining 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 Proof Mining use?

Social Proof Mining 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 Proof Mining use?

About 809 tokens (SKILL.md is roughly 3.2k 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 Proof Mining?

Skills that share tags, products or a category with Social Proof Mining: Instagram Marketing (sergebulaev/instagram-skills, 347 stars), Getxapi Connect (LeoYeAI/openclaw-marketing-skills, 1k stars), Competitor Social Research (ScrapeCreators/social-media-research-skills, 3.4k stars) and Business Contact and Social Links Finder (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Social Proof Mining?

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.