Agent skills for public social data

Three ready-made workflows for an AI assistant: report on campaign posts, plan content tests from competitors’ posts, and find the questions in your comments.

Free to install. Sourcevine API usage consumes credits.

Codex + Claude CodeOne MCP connectionReadable skill files

Start with your question.

Each skill includes a decision brief, an action plan and a report you can share.

Measurev1.1.0

Campaign Report

“How are these campaign posts performing?”

Get a decision brief, measured changes and prioritized follow-ups from your campaign post links.

TikTokInstagramYouTubeX
Bring
Campaign post URLs · Optional previous snapshot
Get
HTML + Markdown report + JSON snapshot

10 posts · 20-credit estimated limit

Planv1.1.0

Competitor Content Brief

“What are competitors posting, and what should we test?”

Turn a profile watchlist into original creative briefs, prioritized experiments and a clear learning plan.

TikTokInstagram
Bring
Profile URLs · Business context · Optional previous snapshot
Get
HTML + Markdown brief + CSV + JSON

5 profiles · 1 page each · 20-credit estimated limit

Understandv1.1.0

Audience Questions & Objections

“What questions and concerns appear in these comments?”

Turn sampled comments into prioritized FAQs, draft answers and content ideas, with evidence and facts to confirm.

TikTokInstagramYouTube
Bring
Post URLs · Research question or business context
Get
HTML + Markdown brief + JSON evidence

3 posts · 1 page each · 24-credit estimated limit

Set up once in Codex or Claude Code.

  1. 01

    Connect Sourcevine

    Add your API key through MCP. All three skills use the same connection.

  2. 02

    Install what you need

    Save each skill file in its own folder. Choose one or keep all three available.

  3. 03

    Ask a specific question

    Add your URLs, context and budget. Keep the report and evidence in your workspace.

Follow the setup guide →

Example reports.

Every skill has a fictional example you can inspect or analyze offline. No Sourcevine API credits are needed for those examples; your assistant’s own usage charges may apply.

Each run has a credit limit.

Each workflow estimates current API costs and limits its calls. Missing data stays visible, and a partial report explains what could not be checked.

Each finding links to its evidence.

Reports connect recommendations to sources, mark facts to confirm and include a shareable HTML brief. Public metrics do not establish conversions, and sampled comments do not represent an entire audience.