core-principles

core-principles is a skill for Claude Code from jnPiyush/AgentX. It costs 50 tokens per session (2,073 once invoked), scanned A, original, Apache-2.0.

A guide to organizing code and projects so each part has a clear responsibility and is easier to change.

In plain words
What is it for?
Use it when reviewing code, refactoring a monolithic codebase, setting up a project, choosing design patterns, or adding dependency injection.
Why use it?
It helps prevent duplicated logic, tangled modules, and classes that do too many jobs. It gives developers practical principles for refactoring and choosing a project structure.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it when reviewing code, refactoring a monolithic codebase, setting up a project, choosing design patterns, or adding dependency injection.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jnpiyush/agentx/core-principles
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 jnPiyush/AgentX --skill core-principles
Clone the repo
git clone --depth 1 https://github.com/jnPiyush/AgentX

Made for: Claude Code.

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.

agentmods badge for core-principles

README.md
[![agentmods](https://agentmods.dev/badge/skills/jnpiyush/agentx/core-principles/github.svg)](https://agentmods.dev/skills/jnpiyush/agentx/core-principles)
Your own site
<a href="https://agentmods.dev/skills/jnpiyush/agentx/core-principles"><img src="https://agentmods.dev/badge/skills/jnpiyush/agentx/core-principles/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for core-principles

Your own site · 80×15
<a href="https://agentmods.dev/skills/jnpiyush/agentx/core-principles"><img src="https://agentmods.dev/badge/skills/jnpiyush/agentx/core-principles.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,073 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00050 $0.02073
Opus 5.5 $0.00020 $0.00829
Sonnet 5.5 $0.00010 $0.00415
Haiku 4.5 $0.00005 $0.00207

Measured 1mo ago against content hash 9c06e6a6376f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

core-principles 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 1mo 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.

.github/skills/architecture/core-principles/SKILL.md · 355 lines

How it starts

The opening of the file, as written. The whole thing — 355 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Core Principles & Code Organization

Purpose: Fundamental principles guiding production code development and project structure. Focus: SOLID, DRY, KISS, design patterns, project organization.


When to Use This Skill

  • Reviewing code for SOLID principle compliance
  • Refactoring code for maintainability
  • Choosing appropriate design patterns
  • Teaching or evaluating engineering standards
  • Setting up a new project structure
  • Refactoring monolithic codebases
  • Implementing dependency injection
  • Organizing modules for team collaboration
  • Choosing between architectural patterns

Prerequisites

  • Basic OOP programming knowledge

Decision Tree

Architecture or code quality concern?
+-- New project setup? -> Apply Clean Architecture layers (Api/Core/Infrastructure)
+-- Class doing too much? -> Apply SRP - split by responsibility
+-- Need to extend behavior? -> Apply OCP - use interfaces, not if/else chains
+-- Deep inheritance tree? -> Favor composition over inheritance
+-- Hard to test? -> Apply DIP - inject abstractions, not concretions
+-- Code duplicated? -> Extract shared logic (DRY), but avoid premature abstraction
+-- Complex solution? -> Simplify (KISS) - can a junior dev understand it?
+-- Building speculative features? -> Stop (YAGNI) - build only what is needed now

SOLID Principles

Single Responsibility (SRP)

Each class has one reason to change.

// [FAIL] Multiple responsibilities
public class User
{
 public string Name { get; set; }
 public void SaveToDatabase() { } // Persistence
 public void SendEmail() { } // Communication
}

// [PASS] Single responsibility
public class User
{
 public string Name { get; set; }
}
public class UserRepository
{
 public void Save(User user) { }
}
public class EmailService
{
 public void SendEmail(User user) { }
}

Open/Closed (OCP)

Open for extension, closed for modification.

// [PASS] Extend via abstraction
public interface IPaymentProcessor
{
 Task<PaymentResult> ProcessAsync(decimal amount);
}

public class CreditCardProcessor : IPaymentProcessor { }
public class PayPalProcessor : IPaymentProcessor { }

public class PaymentService
{
 public async Task ProcessPaymentAsync(IPaymentProcessor processor, decimal amount)
 {
 return await processor.ProcessAsync(amount);
 }
}

Read the full file on GitHub · 355 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago Changed 9c06e6a6376f
  2. 1mo ago First seen · 355 lines · 50 tokens per session scan A c0f95a3e8548

Subscribe to this mod's changes

core-principles is a skill published in the GitHub repository jnPiyush/AgentX (16 stars, last pushed 3d ago), licensed Apache-2.0. It adds 50 tokens to every session and 2,073 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-03.

Related

Other skills, from other repositories

autoreview

Structured code review through the shared OpenClaw agent-skills installation.

openclaw/clawhub · 17 tokens

omh-code-review

This is an OMH code-review workflow skill, projected for Agent Skills hosts (Claude Code, Codex, Cursor, opencode, OpenClaw, pi).

rlaope/oh-my-hermes · 48 tokens

revdiff-plan

Review the last Codex assistant message (plan, analysis, or proposal) with inline annotations in a TUI overlay. Extracts the most recent response from Codex rollout files and opens it in revdiff for review and annotation. Activates on "revdiff-plan", "review plan with revdiff", "annotate plan", "review last response"…

umputun/revdiff · 84 tokens

asplos-writing-style

Use when drafting or revising ASPLOS prose — engineering the first two pages that rapid review actually reads, stating the cross-layer insight as one quotable sentence, structuring per-layer mechanism sections, writing bounded claims, and fitting everything into 11 self-contained pages that include figures and…

brycewang-stanford/Awesome-Journal-Skills · 65 tokens

explore-unknowns

Guide the user through a quadrant walk that maps the unknowns of a task — open by listing the known knowns, then work through known unknowns, unknown knowns, and unknown unknowns one stage at a time, ending with a complete four-quadrant map in the user's hands. Use when a request is ambiguous or underspecified, the…

dzhng/skills · 162 tokens

re0-merge

Review and land an external contribution the way this suite does: gate it against the thesis, land it with the author's credit intact, complete a new skill rather than merging it raw, then approve, credit, and explain before closing. Use when reviewing a pull request, as any collaborator or maintainer, not only the…

LilMGenius/paperthin · 70 tokens