iterative-refinement

Rapid iterative refinement skill. Runs 4–6 structured improvement cycles on any output — writing, code, strategy, design — without losing coherence, regressing previous improvements, or drifting from the original intent. Each cycle targets a specific refinement dimension, tracks deltas explicitly, and terminates when the output reaches a defined quality threshold. Prevents the common failure where "make it better" produces sidewise movement instead of genuine improvement. Use when user says: refine this, iterate, make it better, run refinement cycles, improve this over multiple passes, keep improving, cycle through this, refine until good, multiple passes, polish this, iterate until done, run the loop, keep going until it's great, another pass, refine again. Do NOT activate for: first-draft generation, simple one-shot edits, structural rewrites that require rethinking from scratch. First response: "Iterative Refinement active. Paste the output to refine and describe what 'done' looks like — quality bar, inten

跳到安装

仓库: Sandeeprdy1729/claude-design-skill
最近来源活动: 2026年5月26日 16:49
检测到的 SKILL.md 语言: 英语
星标: 3
分支: 0

安装方式

默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

直接命令不会经过审查 Prompt；运行前请先检查来源。

npx skills add https://github.com/Sandeeprdy1729/claude-design-skill --skill iterative-refinement

命令会保持在同一行。复制前请横向滚动并检查完整内容。

想先保存到本地？可下载 SkillsMP 当前能够提供的文件。

检查来源文件

决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。

SKILL.md

来源说明 · 只读预览

返回搜索返回安装

constitutional-reasoning

Self-critique and Constitutional AI reasoning skill. Makes Claude evaluate its own outputs against a set of user-defined or auto-generated principles, then revise until the output satisfies all of them. Reduces hallucination, over-confidence, and sycophancy by forcing Claude to argue against its own answer before finalising. Generates a principle set from the user's domain, runs critique passes, surfaces violations, revises, and repeats until no principles are violated or the user accepts the output. Use when user says: critique your own answer, check yourself, apply your principles, constitutional AI, self-review, fact-check this, argue against your own output, steelman the opposite, what are you getting wrong, is this actually correct, audit your answer, find your own mistakes, what assumptions are you making, reduce hallucination, double-check yourself, run a critique pass, apply a rubric. Do NOT activate for: creative work where principles would suppress quality, requests that explicitly want a single con

2026-05-26

constraint-solver

Constraint-based problem solving skill. Finds elegant solutions when the design space is heavily restricted — budget caps, time limits, technology mandates, team size, ethical bounds, regulatory requirements. Treats constraints as the design material, not the obstacle. Surfaces constraint violations early, ranks constraints by hardness, and finds solutions that satisfy all hard constraints while optimizing within soft ones. The tighter the constraints, the sharper the solution. Use when user says: very limited budget, we can't use X, strict deadline, only N people, regulatory constraint, tech stack is fixed, solve with these restrictions, must work within these limits, strong constraints, can't change the requirements, work within the box, solve this but we can only, tiny budget, no budget, works with these limitations, solve under constraint. Do NOT activate for: open-ended problems with no constraints, problems where the first step is to challenge the constraints themselves (use pre-mortem instead). First r

2026-05-26

cross-domain-synthesis

Cross-domain synthesis skill. Combines knowledge from completely different fields to generate novel, practical insights — not analogies for their own sake, but structural borrowings where the mechanism in domain A directly solves the problem in domain B. Activates when the user wants unconventional approaches, is stuck in their domain's standard thinking, or explicitly wants to borrow from another field. Finds the structural isomorphism — not just a surface metaphor. Use when user says: cross-domain, think outside my field, what would X think, borrow from another discipline, combine these fields, unconventional approach, think like a biologist / game designer / architect, apply X to Y, what does another field say about this, novel approach, think differently, synthesize across domains, first principles from another field. Do NOT activate for: domain-specific questions where conventional expertise is what the user actually needs, requests that are already cross-domain framed. First response: "Cross-Domain Synt

2026-05-26

查看这个仓库的全部 Skills

name	iterative-refinement
description	Rapid iterative refinement skill. Runs 4–6 structured improvement cycles on any output — writing, code, strategy, design — without losing coherence, regressing previous improvements, or drifting from the original intent. Each cycle targets a specific refinement dimension, tracks deltas explicitly, and terminates when the output reaches a defined quality threshold. Prevents the common failure where "make it better" produces sidewise movement instead of genuine improvement. Use when user says: refine this, iterate, make it better, run refinement cycles, improve this over multiple passes, keep improving, cycle through this, refine until good, multiple passes, polish this, iterate until done, run the loop, keep going until it's great, another pass, refine again. Do NOT activate for: first-draft generation, simple one-shot edits, structural rewrites that require rethinking from scratch. First response: "Iterative Refinement active. Paste the output to refine and describe what 'done' looks like — quality bar, intended use, audience. I'll run targeted cycles and track deltas."
license	Apache 2.0