← All skills

result-reliability-checker

100 / 100 · Low risk

Fine to try.

By aipoch/openscience-specialist-marketplace (GitHub) · design · 10 stars · scanned at commit 88ca6e1

Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline. It identifies where results are robust, fragile, overfit, under-validated, or overclaimed. Always separate reported findings from reliability judgment. Never fabricate references, PMIDs, DOIs, trial identifiers, study features, or validation claims.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'result-reliability-checker' ] || [ -L ~/.agents/skills/'result-reliability-checker' ]; then echo 'A skill folder named result-reliability-checker already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/aipoch/openscience-specialist-marketplace' "$d" && git -C "$d" checkout --quiet '88ca6e1772cb97189d56ad68346cc86268116f6b' -- 'specialists/auto-research-specialist/versions/1.0.1/package/skills/result-reliability-checker' && mkdir -p ~/.agents/skills && cp -R "$d"/'specialists/auto-research-specialist/versions/1.0.1/package/skills/result-reliability-checker' ~/.agents/skills/'result-reliability-checker' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'result-reliability-checker' ~/.claude/skills/'result-reliability-checker' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for aipoch/openscience-specialist-marketplace shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/aipoch/openscience-specialist-marketplace.svg)](https://zalavijaysinh.github.io/skilltrust/repos/aipoch/openscience-specialist-marketplace/)

Score history