lhlCommunity·17 Agent Skills Included

realitycheck

Rigorous claim extraction, fact-checking, and evidence tracking

Analyzes articles, papers, and reports to extract claims, rate evidence strength, and assign calibrated credence scores. Verifies key factual claims, hunts for disconfirming evidence, and exposes hidden assumptions and persuasion techniques. Stores everything in a searchable knowledge base so you can track predictions, compare sources, and synthesize findings over time.

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npx skills add lhl/realitycheck --all -g -y

All Skills in This Repository (17)

Pure Emerald Level Indicators

📦 In Repo

lhl

validate

Validate Reality Check database schema, referential integrity, and duplicates.

realitycheck

Fetch a URL, extract metadata, analyze content, and validate claims.

search

Translate natural language queries into semantic searches for claims and sources.

analyze

Analyze sources or claims through descriptive, evaluative, and dialectical stages.

extract

Extract candidate claims from articles, posts, or reports.

export

Export Reality Check claims, sources, or chains to YAML or Markdown.

check

Run three-stage Reality Check analyses on web sources with Python and RC-CLI tools.

stats

Aggregates key metrics from the live LanceDB database for the Reality Check knowledge base.

synthesize

Merge multiple source analyses and claims into a coherent decision-oriented synthesis.

realitycheck-analyze

Guide analysts through a 3-stage Reality Check analysis workflow.

realitycheck-stats

Count claims, sources, chains, and predictions from the Reality Check database.

realitycheck-check

Fetch sources, run three-stage evaluations, extract claims, and register results.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Reality Check?▼

Run `npx skills add lhl/realitycheck --all -g -y` in your terminal to install all skills in this suite globally.

How to fact-check an article with Reality Check?▼

Run the check skill on any URL and it fetches the source, extracts claims, verifies key facts, searches for counterevidence, and registers everything in a local database.

What does the 3-stage analysis do?▼

Stage 1 neutrally summarizes the source and its claims, Stage 2 evaluates evidence quality and checks facts, and Stage 3 steelmans the argument and maps counterarguments.

Does Reality Check work with Claude Code and Codex?▼

Yes. It ships ready-made skills for Claude Code, Codex, Amp, OpenCode, and Pi, all backed by the same rc-db command-line tools.

Can I search my past analyses?▼

Yes. The rc-search skill uses semantic search to find related claims and sources across your entire knowledge base using plain-English queries.