{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "sandbaseai-sandbase-skills--validate-research-report-offline",
 "repo": "sandbaseai/sandbase-skills",
 "repo_url": "https://github.com/sandbaseai/sandbase-skills",
 "repo_slug": "sandbaseai-sandbase-skills",
 "title": "Check a research report's evidence ledger offline",
 "page_title": "How to check a research report's evidence ledger offline with Sandbase Skills",
 "summary": "Run the bundled validator to catch unknown sources, inflated confidence, and unresolved conflicts.",
 "who": "A researcher or reviewer who has received an evidence-ledger report and must confirm it is internally consistent before relying on it.",
 "problem": "Synthesis from an agent can look rigorous while citing unused sources or overstating confidence.",
 "outcome": "A pass or fail result from the validator that flags structural problems in the report.",
 "steps": [
  "Clone the repository with `git clone https://github.com/sandbaseai/sandbase-skills.git` and open the folder. (inferred, check the README)",
  "Open examples/branch-protection-research.md to see the worked example and what a checked claim looks like.",
  "Run `python3 research/multi-source-search/scripts/validate_report.py examples/verifiable-research-report.json`. (inferred, check the README)",
  "Compare your own report JSON against the same structure and fix any rejected sources or claims."
 ],
 "agent_prompt": "In the sandbaseai/sandbase-skills repo, run research/multi-source-search/scripts/validate_report.py on <report.json>. Report the VALID or rejection messages, list each rejected source or claim, and verify that the validator checked internal consistency only, not whether any source is true.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The validator checks internal consistency only and does not claim that any source is true, so you still need to read the sources.",
 "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": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/sandbaseai-sandbase-skills/validate-research-report-offline/",
 "md": "https://dedupedai.com/use-cases/sandbaseai-sandbase-skills/validate-research-report-offline/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--validate-research-report-offline.json",
 "api_version": "v1"
}