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Updated 5mo ago

by lc198707

anti-lie

Don't make LLMs honest. Make every factual claim auditable. — An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.

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

87 GitHub stars (87)

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: −2 in total.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: −2 starsOct 15: 0 starsOct 16: 0 stars
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  • 1 skill (1 skills found in its SKILL.md files)
  • 6 forks (6 forks)
  • 5mo ago last update (Last updated 5mo ago)

Install

Skills CLI

npx skills add lc198707/anti-lie

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

Claude Code

git clone https://github.com/lc198707/anti-liecp -r "anti-lie/skill" ~/.claude/skills/

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

Plugin

/plugin marketplace add lc198707/anti-lie

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.

  • anti-lie

    Use when audited OpenClaw conversations or outgoing Feishu/Slack/channel messages contain concrete business numbers such as revenue, percentages, stock prices, contract values, costs, market share, or funding and need evidence checks plus red/yellow/green audit stamps after sends.

    skill/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.