GM

[GM @_cleverHoods]

@CodeWithAmann Going.

[GM @_cleverHoods]

@Mnilax @Mnilax well organized and well said. There are a few more: https://t.co/dySS5p3Qvf

[GM @_cleverHoods]

The full dataset is published. Every number is verifiable.

📊 https://t.co/Yn47M1g0OS
📝 https://t.co/zRS6CZwRzu
🔧 npx @reporails/cli check

[GM @_cleverHoods]

We analyzed 28,721 GitHub repos' AI instruction files across @claudeai , @OpenAI (Codex) , @GitHubCopilot , @cursor_ai , and @GeminiApp.

165,063 files. 3.3 million instructions.
66% are abstract wallpaper.

[GM @_cleverHoods]

The most-copied community skills are the vaguest.

frontend-design: 271 repos, 2.8% specificity.
next-best-practices: 76 repos, 92.6% specificity.

Popularity and quality are inversely correlated.

[GM @_cleverHoods]

"Use consistent formatting" — in thousands of repos.
"Format with ruff format before committing" — barely spreads.

The second one gets followed. The first one mostly doesn't.

[GM @_cleverHoods]

The median instruction file: 50 content items, 12 actual directives.

73% of your CLAUDE.md is headings, context, and examples. Only 27% is doing what you think it does.

[GM @_cleverHoods]

The ecosystem has become extremely good at inspecting what comes out of the model, and surprisingly weak at inspecting what goes in.

#AIAgents #ContextEngineering #Productivity #PromptEngineering #CodingAgents #Claude #Gemini #Cursor #Codex #Copilot

https://t.co/MQCwU4U2v4

[GM @_cleverHoods]

@theo Codex will get it done

[GM @_cleverHoods]

A bare restriction is an incomplete instruction.

Directive first (name the file, the path). Context second (why - without mentioning the prohibited concept). Restriction last.

Same words, different order: 25pp difference. The largest single variable I've measured.
https://t.co/TqXYDGDUFj

[Rohit @rohit4verse]

https://t.co/H4KCn5WwNx

[GM @_cleverHoods]

@elonmusk neat

[GM @_cleverHoods]

@elonmusk @elonmusk open source wins

[GM @_cleverHoods]

Do NOT Think of a Pink Elephant!

You did, didn't you? Same goes for LLMs as well. Read about it here:
https://t.co/X7pV3Rjtyy
#AgenticAI #AiAgents #AgentSkills #Claude #Codex #Cursor

[GM @_cleverHoods]

@Fried_rice Opsy daisy

[Chaofan Shou @Fried_rice]

Claude code source code has been leaked via a map file in their npm registry!

Code: https://t.co/jBiMoOzt8G

[GM @_cleverHoods]

@trq212 So ... it's not a skill issue?

[GM @_cleverHoods]

I just published Instruction Best Practices: Precision Beats Clarity https://t.co/3UZtdhs8lD

[GM @_cleverHoods]

When your settings.json allow list is incomplete in claude code

[GM @_cleverHoods]

@bcherny @ThePrimeagen neat