hallucination skills

10 tagged hallucination, measured the same way as everything else here.

Browse within: LLM 6fact-checking 5

anti-lie

01

lc198707/anti-lie

Skill Claude CodeCodex

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.

not rated 87 +2 5mo ago A 57 tokens

belief-assessor

02

hqzzdsda/belief-state-runtime

Skill Claude CodeCodex

LLM-driven epistemic reasoning engine. Evaluates claims against evidence, outputs calibrated confidence and structured belief state (VERIFIED/CONTESTED/UNCERTAIN). v2 adds 4-way constraint system, parameterized configuration, and formula-based confidence intervals. Use when the agent needs to assess whether…

not rated 2 4mo ago A 77 tokens

tooloftruth

03

adigoel07/tooloftruth

Skill Claude Code

Use when verifying that a tool or skill was actually used, checking tool installation, or generating verification receipts. Triggers on 'verify', 'truth', 'proof', 'did it actually use', 'check tool', 'tooloftruth', '/truth'. Also triggers when the agent is about to claim a tool was used — run verification first.

not rated 0 2mo ago A 73 tokens original MIT