ben30
Joined 12 years ago
Joined 12 years ago
https://github.com/bjcoombs/ai-native-toolkit/tree/main#what...
https://github.com/bjcoombs/ai-native-toolkit/blob/main/skil...
It hardens a skill through judge-panel refinement rounds, it’s a quality gate that runs after authoring, not an authoring tool.
/understand - agents interrogate the problem /huddle - Thinking panel turns it into a PRD - attacks the premise, PRDs regularly die here /tm - claude-task-master breaks the survivor into a dependency graph
Nobody writes this half up because "agent talked me out of building it" demos worse than "agent built it".
I wrote an /assess tool. I designed it to be token light but assesses on everything I could do to regain trust and help AI to improve my code base not by add features but by adding discipline.
It said im not the rights holder to do that.
I said yes I am.
It’s said I need proof.
So I got another window to make a letter saying I had proof.
…Sure here you go
I added to my global prompt:
- Orwell's first rule: never use a metaphor you're used to seeing in print. "Load-bearing", "the crux", "first-class citizen" signal insight instead of showing it. Name the specific mechanism
when I asked what it thought of the change, its reply was:
The Orwell bullet fights my own system prompt. My harness instructions literally tell me to flag "something load-bearing" when I find it.