cunninghams-law

cunninghams-law is a skill for Claude Code, Codex from The-Artificer-of-Ciphers-LLC/skills-from-the-artificer. It costs 118 tokens per session (667 once invoked), scanned A, original, MIT.

A guide to Cunningham's Law, the idea that people often respond more readily by correcting a specific wrong answer than by answering an open question. It describes how to use this approach in forums, chat, and reviews.

In plain words
What is it for?
Use it when drafting questions for online communities, team chat, code reviews, or design discussions where you need answers, corrections, or feedback.
Why use it?
It helps get useful information or feedback when broad questions receive little response. A concrete claim gives others something clear to check and correct.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when drafting questions for online communities, team chat, code reviews, or design discussions where you need answers, corrections, or feedback.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/the-artificer-of-ciphers-llc/skills-from-the-artificer/cunninghams-law
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add The-Artificer-of-Ciphers-LLC/skills-from-the-artificer --skill cunninghams-law
Clone the repo
git clone --depth 1 https://github.com/The-Artificer-of-Ciphers-LLC/skills-from-the-artificer

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Per session 118 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 667 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00118 $0.00667
Opus 5 $0.00059 $0.00333
Sonnet 5 $0.00024 $0.00133
Haiku 4.5 $0.00012 $0.00067

Measured 12d ago against content hash f263ea87382f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

cunninghams-law scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

cunninghams-law/SKILL.md · 50 lines

How it starts

The opening of the file, as written. The whole thing — 50 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Cunningham's Law

"The best way to get the right answer on the internet is not to ask a question; it's to post the wrong answer." — Ward Cunningham, ~1980 (attributed)

The core idea

People are more motivated to correct a wrong statement than to answer an open question. An open question requires someone to do mental work from scratch. A wrong answer hands them something concrete to push against — and people love pushing against wrong things.

This is counterintuitive but reliably true. It works in forums, in Slack, in code reviews, in design reviews, and in meetings.

Why it works

  • Answering an open question requires generating content from nothing. That's cognitively expensive.
  • Correcting a wrong answer requires only spotting the error and fixing it. That's easier and, frankly, more satisfying.
  • There's a social element: correcting someone is a chance to demonstrate knowledge and be helpful simultaneously.
  • The specificity of a wrong answer gives people a clear target. "Is X the right approach?" generates more engagement than "What approach should I take?"

How to apply it in practice

Getting answers in forums or Slack: Instead of: "Does anyone know how to configure Redis persistence?" Try: "I'm pretty sure you configure Redis persistence by editing redis.conf and setting appendonly no, right?" The people who know will correct you immediately — and you'll get a better answer.

In code reviews and design docs: Post a draft with a specific (possibly wrong) implementation choice. People will engage much more energetically with a concrete proposal than with a blank page.

Surfacing team knowledge: If you want to know whether your team has experience with a technology, state a mildly wrong opinion about it: "I don't think anyone here has worked with Kafka before, so we'd be starting from scratch." You'll quickly find out if that's true.

Unsticking a meeting: If a discussion stalls, propose something specific — even a deliberately imperfect proposal — to give people something to react to. Blank-slate brainstorming is hard; critique is easy.

Read the full file on GitHub · 50 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 50 lines · 118 tokens per session scan A f263ea87382f

Subscribe to this mod's changes

cunninghams-law is a skill published in the GitHub repository The-Artificer-of-Ciphers-LLC/skills-from-the-artificer (4 stars, last pushed 10d ago), licensed MIT. It adds 118 tokens to every session and 667 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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