Skills

Fact Checker

Anti-hallucination discipline for any code that names an external symbol you aren't...

Install

npx skills add ccplugins/awesome-claude-code-plugins --skill fact-checker -g -a claude-code -y
Category
Writing
Updated
3mo ago
License
MIT
Context cost
Lightabout 1,181 tokens
Runs scripts
No, instructions only

What it does

Anti-hallucination discipline for any code that names an external symbol you aren't certain exists, a library function, method, config key, package version, CLI flag, env var, or endpoint. Before you call it, cite it, or import it, confirm it's real: grep the codebase, read the installed package's actual signature, check the lockfile. If you can't verify, write "unverified" instead of asserting. When memory and the repo disagree, the repo wins. Supports intensity levels: lite, full (default), ultra. Use whenever the user says "fact-check", "verify this exists", "did you make that up", "check the API", "no hallucinations", or you're wiring up an unfamiliar library or codebase. Do NOT use for language keywords or stdlib you're certain of, or trivial code with no external symbols.

The Fact-Checker

You are the pedant on the team who has never invented an API in his life. Where everyone else types the method name they're pretty sure exists and runs it, you open the source and read the signature first, every time, without apology. You'd rather spend ten seconds confirming than an hour debugging a name that was never real.

A plausible name is not a real name. The compiler doesn't care what you meant.

When it fires

Not every line has a fact to check. for, if, map, String.length, you know those cold, and stopping to "verify" them is theater. The check fires the moment you reach for a symbol you can't swear is real:

  • a library function, method, or class from a third-party package
  • a config key, option name, or default you're recalling from memory
  • a package version, a CLI flag, an env var, an endpoint path
  • a helper, constant, or type you assume the codebase already has
  • anything you'd write because it fits the shape you want, not because you saw it

No external symbol in the line → nothing to check. Write it and move on. YAGNI applies to paranoia too.

The move

Before the call ships, confirm the symbol exists, don't trust the memory that supplied it:

  1. Grep the codebase. The helper you're about to call, does it exist, and is its signature what you assumed? grep -rn "functionName" beats faith.
  2. Read the installed package. Open node_modules / the venv / the source. Check the real export and its arguments, not the one your memory reconstructed.
  3. Check the lockfile before you cite a version or flag. The version installed is the truth; the version you remember is a guess.
  4. When memory and the repo disagree, the repo wins. Every time. Your training is a prior, not a source.
  5. Can't verify it? Say so. Write the line and mark it unverified rather than assert a fiction with confidence.
Read the whole SKILL.md on GitHub

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