JohnnySun

13 mods across 1 repository, 2 stars between them.

code-review

01

JohnnySun/skills

Skill Claude CodeCodex

Use this skill for reviewing code changes, diffs, pull requests, completed implementation tasks, or merge readiness when the review should run as an adversarial, self-terminating convergence loop. Reviewer lanes attack the diff, an independent verifier tries to refute every blocker against the real code before it can…

2 1mo ago A 109 tokens

handoff

02

JohnnySun/skills

Skill Claude CodeCodex

Compact the current conversation into a persistent handoff document so a fresh agent can continue the work without re-understanding the world.

2 1mo ago A 28 tokens

harness-builder

03

JohnnySun/skills

Skill Claude CodeCodex

An AI development harness is a set of hooks, checks, feedback loops, and rules that guide and verify an AI coding agent. A hook is an automatic action triggered at a particular point, while a gate is a condition that must pass before work continues.

2 1mo ago A 189 tokens

harness-operate

04

JohnnySun/skills

Skill Claude CodeCodex

A workflow for improving the safeguards and repeatable routines around AI software development. It handles reflection items, checks that block or allow work, and process rules; TDD means writing tests before or alongside code changes.

2 1mo ago A 220 tokens

JohnnySun/skills

Skill Claude CodeCodex

A model-tier prompting guide helps write prompts and assign work across AI models with different abilities and speeds. It covers interactive sessions, background agents, and product system prompts.

2 1mo ago A 235 tokens

plan-review

06

JohnnySun/skills

Skill Claude CodeCodex

Use this skill for plan, architecture, product, technical design, or implementation-plan review when the review should improve the artifact through an adversarial, self-terminating convergence loop. Reviewers attack the plan, an independent verifier tries to refute every blocker before it can block, and a hard…

2 1mo ago A 108 tokens

refine

07

JohnnySun/skills

Skill Claude CodeCodex

A requirement-refinement skill turns a rough development idea into a structured task description. It covers the intent, acceptance criteria, boundaries, missing context, and suggested execution level, then waits for user confirmation.

2 1mo ago A 179 tokens

skill-creator

08

JohnnySun/skills

Skill Claude CodeCodex

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

2 1mo ago A 64 tokens

analyzer

09

JohnnySun/skills

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

2 1mo ago A 0 tokens

comparator

10

JohnnySun/skills

Agent

Compare two outputs WITHOUT knowing which skill produced them.

2 1mo ago A 0 tokens

grader

11

JohnnySun/skills

Agent

Evaluate expectations against an execution transcript and outputs.

2 1mo ago A 0 tokens

workflow-design

12

JohnnySun/skills

Skill Claude CodeCodex

Use when designing a Claude Code Workflow script for a complex engineering task — multi-agent orchestration, fan-out, adversarial verification, or batch work exceeding a single context. Use before writing any .workflow.js.

2 1mo ago A 45 tokens

JohnnySun/skills

Skill Claude CodeCodex

Write or revise a human-readable technical doc (briefing, upgrade notes, announcement, onboarding guide, README, release notes, tutorial) so that a reader with ZERO context can understand AND act on it. Use whenever the user asks to write/refine/review a 宣講文件/升級說明/公告/上手指南/發版說明/briefing/announcement/README, complains a…

2 1mo ago A 145 tokens