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Updated 6mo ago

by arturseo-geo

grounded-research-skill

Anti-hallucination research skill for Claude Code — admits uncertainty, extracts direct quotes before analysis, cites every claim, retracts unverifiable statements. Based on Anthropic's official guardrail techniques. By TheGEOLab.net

Works with
  • Claude
View on GitHub (opens in a new tab)

26 GitHub stars (26)

Steady at 26 stars — no new stars in the 16 days since Sep 30.

  • 1 skill (1 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 6mo ago last update (Last updated 6mo ago)

Install

Skills CLI

npx skills add arturseo-geo/grounded-research-skill

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/arturseo-geo/grounded-research-skillcp -r "grounded-research-skill" ~/.claude/skills/grounded-research-skill

Copies the grounded-research skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add arturseo-geo/grounded-research-skill

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • grounded-research

    Grounded research mode that reduces hallucinations using Anthropic's three recommended techniques: admitting uncertainty, extracting direct quotes before analysis, and citing sources for every claim. Use this skill when the user asks for grounded research, fact-checked analysis, document-based Q&A, verified claims, source-verified research, "based on this document" tasks, citation-backed answers,…

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.