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Add EFC (Everything Fact-Checked) — fact-checking tool for AI agent research output #215

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Add EFC (Everything Fact-Checked) — fact-checking SDK for AI agents
Nlai741533 May 30, 2026
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Add Everything Fact-Checked — fact-checking toolkit for AI research r…
Nlai741533 May 30, 2026
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25 changes: 25 additions & 0 deletions README.md
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Expand Up @@ -220,4 +220,29 @@ An open source library for building AI-powered user interfaces.

</details>

## [Everything Fact-Checked](https://github.com/Nlai741533/EFC-Plugin)

A fact-checking toolkit for AI-generated research reports. CLI, Claude Code plugin, and GitHub Action that catches hallucinated numbers, fabricated data, and exaggerated claims before they reach your reader.

<details>

### Links
- [GitHub (Plugin)](https://github.com/Nlai741533/EFC-Plugin)
- [GitHub (Standalone Skill)](https://github.com/Nlai741533/EFC-standalone)
- [PyPI](https://pypi.org/project/everything-fact-checked/)

</details>


## [EFC (Everything Fact-Checked)](https://github.com/Nlai741533/EFC-Plugin)
EFC is a fact-checking tool for AI-generated research reports. It catches 5 systematic failure modes (unit errors, fabricated interpolation, source conflation, stale data, attribution laundering) through an agent-agnostic SKILL.md, CLI (`efc`), and GitHub Action. Includes source-content verification that fetches cited URLs and checks whether claimed figures actually appear in the source text.

<details>

### Links
- [GitHub](https://github.com/Nlai741533/EFC-Plugin)
- [Standalone Skill (one file, any agent)](https://github.com/Nlai741533/EFC-standalone)

</details>