Aicheck — AI skill for Claude Code
Claude Code skill that lists the claims in an AI answer that could be wrong, rates each one's risk, and says exactly where to check it.
How to install Aicheck
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open klmiing1229-a11y/aicheck and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Aicheck does
Claude Code skill that lists the claims in an AI answer that could be wrong, rates each one's risk, and says exactly where to check it.
Alternatives in AI
- Academic Humanizer — Strip AI-writing tells from papers and grant proposals (NSF/NIH), while keeping scholarly voice and tying clai 1.1k ★
- Iai Personal Memory Engine — A cyber brain for your AI 866 ★
- Fact Checker — Verify claims and facts with sources 653 ★
README

aicheck
Know what to check before you trust an AI answer. Start a message with `aicheck`:
aicheck for my essay
The assistant reviews the answer (the one you paste, or its own previous reply) and lists the few claims that could be wrong, how risky each one is, and exactly where to check it. It flags risks. It never pretends to confirm them from memory.
AI answers sound equally sure when they're right and when they're wrong. `aicheck` shows you where to look.
What you get
**Checking:** three claims about remote-work productivity and burnout
**Used for:** an essay you will submit
**Stakes:** high: an invented source in a submitted essay costs marks and trust
| # | Claim | Risk | Check it by |
|---|-----------------------------------------------|------|--------------------------------------------------|
| 1 | HBR article "The Hybrid Paradox", 22% figure | 🔴 | Search the exact title on hbr.org |
| 2 | Stanford study: remote staff 13% more productive | 🔴 | Open the original 2015 paper, find the 13% |
| 3 | "Most companies now offer hybrid work" | 🟡 | Find one named survey with a year, or cut it |
**Check first:** #1, because if the article doesn't exist, the paragraph has no source.
**Safe to use as-is:** nothing until #1 and #2 are checked.
Next? (check it for me / fix the answer / done)
Reply `check it for me` and, if your AI can browse, it checks the red rows against real sources and links them. Reply `fix the answer` to get the answer rewritten with the risky claims that are still unchecked marked `[unverified]`. See [`examples/`](examples/) for a code check, a real news summary checked before investing, and a poem it refuses to check.
What is in this repo?
| File | Use it for |
|---|
Related Skills
Multipov Facts
Fact-check a document by fanning it out to GPT-4o + Gemini + Grok in parallel via the multipov MCP server. Onl
Frostagent
Deny-by-default capability linter for AI agent setups: MCP servers, hooks, permissions, skills. A one-screen p
Fraud Detection Using Agentic AI
AI-powered insurance claims fraud detection agent — combines a Random Forest classifier for risk scoring with
Codex Feedback
Reviewer-side Codex check for decisions, claims, or cross-model builds
Kibitz
Real-time decoded feed of AI agent actions — monitor multiple Claude Code & Codex sessions, see exactly what e
PromptEnhance
Rewrite the following prompt to be clearer, more specific, and more effective for an AI assistant. Preserve th
Related Agents
AI Risk
Assigns exactly one risk tier T0–T5 to a proposed change, from .ai/policies/risk-tiers.json, and says which tr
Wrong: Risk Check After Order Sent
def place_order(order): exchange.send_order(order) # Already sent! if not risk_manager.check(order): exchange.
Verify Boss
OPTIONAL independent RE-EXECUTOR. Use on request as a last-stage second witness for L2+/high-risk runs to re-r