00-four-principles
Skill14 starsChanged 4 months agoNo licenceView on GitHub
Karpathy 四大编码原则:想清楚再写、简单优先、外科手术式改动、目标驱动验证(治隐性假设/过度工程/范围蔓延/未验证完成)。常驻行为底线,也可主动唤起做原则审查。
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
In this repository78 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- 01-featureSkill
- 02-qualitySkill
- 03-refactorSkill
- 04-agent-codingSkill
- 05-knowledge-base-managerSkill
- 06-html-visualizeSkill
- 07-project-handoffSkill
- api-designSkill
- app-reverseSkill
- architecture-decision-recordsSkill
- ast-deobfuscationSkill
- batchSkill
- brainstormingSkill
- browser-qaSkill
- captcha-solverSkill
- claude-in-chromeSkill
- codebase-onboardingSkill
- code-tourSkill
- compressing-memorySkill
- context-budgetSkill
- continuous-agent-loopSkill
- data-scraper-agentSkill
- debugSkill
- deep-researchSkill
- deployment-patternsSkill
- design-systemSkill
- desktop-client-reverseSkill
- dispatching-parallel-agentsSkill
- docker-patternsSkill
- e2e-testingSkill
- env-patcherSkill
- executing-plansSkill
- finishing-a-development-branchSkill
- git-workflowSkill
- goalSkill
- gsap-coreSkill
- gsap-frameworksSkill
- gsap-performanceSkill
- gsap-pluginsSkill
- gsap-reactSkill
- gsap-scrolltriggerSkill
- gsap-timelineSkill
- gsap-utilsSkill
- jsvmp-bytecode-recoverySkill
- liquid-glass-designSkill
- loopSkill
- make-interfaces-feel-betterSkill
- param-encryptorSkill
- production-auditSkill
- prompt-optimizerSkill
- receiving-code-reviewSkill
- rememberSkill
- repo-scanSkill
- requesting-code-reviewSkill
- reverse-parity-gateSkill
- reverse-traffic-triageSkill
- scheduleSkill
- security-bounty-hunterSkill
- security-reviewSkill
- The first 60 shown.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

