{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "sandbaseai-sandbase-skills--monitor-x-sentiment-for-brands",
 "repo": "sandbaseai/sandbase-skills",
 "repo_url": "https://github.com/sandbaseai/sandbase-skills",
 "repo_slug": "sandbaseai-sandbase-skills",
 "title": "Compare brand sentiment on X with source-linked posts",
 "page_title": "How to compare brand sentiment on X with source-linked posts with Sandbase Skills",
 "summary": "Install the Twitter intelligence Skill and run a sentiment comparison with linked evidence.",
 "who": "A brand or marketing analyst who needs to see how customers talk about two brands on X this month.",
 "problem": "Sentiment summaries without linked posts are hard to check or defend.",
 "outcome": "A structured comparison with source-linked posts, trends, and recurring complaints.",
 "steps": [
  "Preview the Skill with `gh skill preview sandbaseai/sandbase-skills research/twitter-intelligence` before installing it. (inferred, check the README)",
  "Install it for your agent with `gh skill install sandbaseai/sandbase-skills research/twitter-intelligence --agent codex --scope user`. (inferred, check the README)",
  "Set SANDBASE_API_KEY in your environment, not in the prompt or any committed file.",
  "Ask the agent for the comparison and open several linked posts to confirm the sentiment labels."
 ],
 "agent_prompt": "Use the twitter-intelligence Skill from sandbaseai/sandbase-skills to compare sentiment and recurring complaints for <Brand A> and <Brand B> on X this month. Return source-linked posts, trends, and a structured comparison. Verify by opening at least five linked posts and confirming each matches the sentiment assigned to it.",
 "agents": [
  "codex"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "The README describes specialized social Skills as needing a configured SandBase provider, so results depend on that setup rather than on the Skill alone.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "An AI agent that supports Agent Skills, such as Codex, Claude Code, Cursor, Gemini CLI, or DeepSeek Harness",
  "Node.js with npx for the skills CLI installs",
  "GitHub CLI 2.90.0 or later for the gh skill workflow",
  "Python 3 and a local clone of the repository to run the offline validator",
  "A SANDBASE_API_KEY set in your environment only for specialized social, market, and data-provider Skills"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "The Skill needs SANDBASE_API_KEY, so store it in your environment and never paste it into a prompt or commit it to a file."
  },
  {
   "tag": "reverse-engineering",
   "notice": "Monitoring user accounts and posts at scale can cross platform terms or privacy expectations, so limit the collection to what your use needs."
  }
 ],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/sandbaseai-sandbase-skills/monitor-x-sentiment-for-brands/",
 "md": "https://dedupedai.com/use-cases/sandbaseai-sandbase-skills/monitor-x-sentiment-for-brands/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/sandbaseai-sandbase-skills--monitor-x-sentiment-for-brands.json",
 "api_version": "v1"
}