Brainstorming
xpinjection/test-driven-spring-boot
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
A skill your agent uses when 用户要创建新功能、构建组件、添加功能或修改行为等任何创作性工作之前。必须在实施任何方案前先触发本技能。触发场景:头脑风暴、方案设计、需求分析、功能规划、设计方案、系统设计、我想做、帮我想想、如何实现、方案评估、设计评审。
$ npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ProgrammerAnthony/Expert-Coding-Harness brainstorming --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/brainstorming .claude/skills/brainstorming && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "brainstorming" agent skill from https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstorming into .claude/skills/brainstorming/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "brainstorming", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstormingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ProgrammerAnthony/Expert-Coding-Harness brainstorming --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/brainstorming .agents/skills/brainstorming && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "brainstorming" agent skill from https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstorming into .agents/skills/brainstorming/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "brainstorming", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ProgrammerAnthony/Expert-Coding-Harness brainstorming --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/brainstorming .cursor/skills/brainstorming && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "brainstorming" agent skill from https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstorming into .cursor/skills/brainstorming/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "brainstorming", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git --path skills/brainstorming--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ProgrammerAnthony/Expert-Coding-Harness brainstorming --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/brainstorming .gemini/skills/brainstorming && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "brainstorming" agent skill from https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstorming into .gemini/skills/brainstorming/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "brainstorming", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ProgrammerAnthony/Expert-Coding-Harness brainstormingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/brainstorming .github/skills/brainstorming && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "brainstorming" agent skill from https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstorming into .github/skills/brainstorming/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "brainstorming", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ProgrammerAnthony/Expert-Coding-Harness brainstorming --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProgrammerAnthony/Expert-Coding-Harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/brainstorming .opencode/skills/brainstorming && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "brainstorming" agent skill from https://github.com/ProgrammerAnthony/Expert-Coding-Harness/tree/master/skills/brainstorming into .opencode/skills/brainstorming/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "brainstorming", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
brainstormingA skill your agent uses when 用户要创建新功能、构建组件、添加功能或修改行为等任何创作性工作之前。必须在实施任何方案前先触发本技能。触发场景:头脑风暴、方案设计、需求分析、功能规划、设计方案、系统设计、我想做、帮我想想、如何实现、方案评估、设计评审。
Brainstorming is an agent skill from ProgrammerAnthony/Expert-Coding-Harness. Use when 用户要创建新功能、构建组件、添加功能或修改行为等任何创作性工作之前。必须在实施任何方案前先触发本技能。触发场景:头脑风暴、方案设计、需求分析、功能规划、设计方案、系统设计、我想做、帮我想想、如何实现、方案评估、设计评审。
Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `README.md` and `references/spec-reviewer-prompt.md`).
It sits in Agent Workflows, covering Brainstorming. The repository describes itself as: 生产级 AI Agent 技能集,辅助AI Harness应用于企业开发,覆盖代码审查、代码安全审计、TDD、需求工程、实施计划与子代理编排、架构设计、调试、前端开发与技能创建全流程。 The licence is MIT.
9 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ab0b827. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Brainstorming loads about 732 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 33 tokens; SKILL.md has 164 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ProgrammerAnthony/Expert-Coding-Harness at commit ab0b827, republished under its MIT licence (© ProgrammerAnthony). 164 words, ~732 tokens.
.claude/skills/brainstorming/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.铁律:先设计,后实施。 在充分理解需求并获得用户认可前,禁止编写任何代码或启动任何实施动作。
<HARD-GATE>
在完成设计展示并获得用户明确批准之前,禁止调用任何实施技能、编写代码、脚手架项目或执行任何实施动作。无论项目看起来多简单,都必须如此。
</HARD-GATE>
docs/specs/YYYY-MM-DD-<主题>-设计.md)。writing-plans(实施计划编写):把设计变成可执行计划prd-engineer(需求工程师):当需要 PRD / 验收标准 / Issues 拆解时先补齐所有项目都必须走这个流程——待办清单、单函数工具、配置变更,全部如此。"简单"项目恰恰是未经审视的假设造成最多返工的地方。设计可以很短(对于真正简单的项目几句话就够),但你必须展示设计并获得确认。
docs/specs/YYYY-MM-DD-<主题>-设计.mdreferences/spec-reviewer-prompt.md),发现问题则修复后重新审查(最多 3 轮,超出则交人工处理)设计通过验证后:
docs/specs/YYYY-MM-DD-<主题>-设计.md写完文档后:
references/spec-reviewer-prompt.md)自检循环通过后,请用户审阅:
"设计文档已写入
<路径>。请审阅,如需修改请告知,确认后我们开始编写实施计划。"
等待用户回复。如有修改需求,执行后重跑自检循环。用户确认后才能继续。
| 原则 | 说明 |
|---|---|
| 每次一个问题 | 不要用多个问题淹没用户 |
| 优先选择题 | 比开放式问题更容易回答 |
| 无情地 YAGNI | 从所有设计中去掉不必要的功能 |
| 探索替代方案 | 在确定方案前始终提出 2-3 个选项 |
| 渐进式验证 | 展示设计,获得批准后再继续 |
| 保持灵活 | 有不清楚的地方随时回头澄清 |
遇到以下想法,立刻停下——先完成设计流程:
| 借口 | 现实 |
|---|---|
| "需求很清楚,直接写代码" | 清楚的需求 ≠ 明确的约束与边界。少 2 分钟问题 = 多 2 小时返工。 |
| "太简单了不需要设计" | 简单项目里未审视的假设造成最多浪费。设计可以很短,但不能没有。 |
| "用户肯定想要这个功能" | "肯定"不是确认。问清楚。 |
| "我已经知道该怎么做了" | 你知道怎么做 ≠ 用户想要你那样做。先对齐。 |
| "只是一个小改动" | 小改动也会破坏接口、引入回归、违背用户预期。走流程。 |
references/spec-reviewer-prompt.md — 文档审查子代理提示词模板© ProgrammerAnthony, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in skills/brainstorming of ProgrammerAnthony/Expert-Coding-Harness.
Open the folder on GitHubat commit ab0b827
Brainstorming next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Brainstorming this skillProgrammerAnthony/Expert-Coding-Harness | 235 | — | ~732 | Automated safety check: Pass | MIT | |
| Brainstormingxpinjection/test-driven-spring-boot | 112 | 54 repos | ~2.6k | Automated safety check: Pass | MIT | |
| LLM Councilgcpdev/llm-council-skill | 461 | 1 repos | ~1k | Automated safety check: Notes | MIT | |
| Typesafe AIOpenAgentsInc/openagents | 455 | 9 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Yao Meta Skillyaojingang/yao-meta-skill | 2.7k | — | ~768 | Automated safety check: Pass | MIT | |
| Trellis StartROYIANS/foliq-print-template-designer | 135 | 6 repos | ~646 | Automated safety check: Pass | MIT |
xpinjection/test-driven-spring-boot
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
gcpdev/llm-council-skill
Multi-LLM collaborative brainstorming and planning. An agent skill from gcpdev/llm-council-skill.
OpenAgentsInc/openagents
Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives.
yaojingang/yao-meta-skill
Create, improve, or evaluate an existing skill from workflows, prompts, SOPs, scripts.
ROYIANS/foliq-print-template-designer
Initializes an AI development session by reading workflow guides, developer identity, git status, active tasks, and project guidelines from .trellis/.
jnMetaCode/superpowers-zh
Turns a rough idea into an approved design before any code is written, sorting the request into spike, bounded or architectural and enforcing an approval gate.
ProgrammerAnthony/Expert-Coding-Harness
A skill your agent uses when 用户需要设计新系统架构、评审或优化已有系统架构、选择技术方案时。触发场景:架构分析、架构设计、系统设计、architecture、架构优化、系统架构、架构评审、架构咨询、技术方案、技术设计、如何组织代码结构、模块划分、服务拆分、数据库选型、微服务设计。
ProgrammerAnthony/Expert-Coding-Harness
A skill your agent uses when 用户要求审查代码、评估代码质量、提交 PR 前检查、发现代码有潜在问题时。触发场景:代码审查、code review、审查代码、review、检查代码、代码检查、代码质量、代码评审、这段代码有问题吗、帮我看看代码、合并前检查。
ProgrammerAnthony/Expert-Coding-Harness
A skill your agent uses when 用户需要对代码进行安全审计、发现安全漏洞、上线前安全评估、检查代码是否存在安全风险时。触发场景:代码安全审计、安全审计、白盒审计、安全扫描、漏洞检测、漏洞挖掘、SQL注入、命令注入、XSS、SSRF、反序列化、认证绕过、越权、代码安全检查、security audit、code…
ProgrammerAnthony/Expert-Coding-Harness
A skill your agent uses when 程序出现错误、异常、崩溃,或行为与预期不符,或测试失败,或无法定位问题根因时。触发场景:调试、debug、报错、错误、异常、bug、问题排查、故障排查、不工作、崩溃、无法运行、出错了、为什么不生效、运行报错、跑不起来、程序挂了。
ProgrammerAnthony/Expert-Coding-Harness
A skill your agent uses when 用户需要审查前端代码(React/Vue/Next.js/TypeScript/Tailwind等)、检查代码质量、性能问题、可维护性、安全漏洞、最佳实践落地时。触发场景:前端代码评审、前端代码优化、React/Vue代码检查、TypeScript代码审查、前端性能优化、前端安全审计、前端代码规范检查。
ProgrammerAnthony/Expert-Coding-Harness
A skill your agent uses when 用户需要优化前端性能、提升页面加载速度、减少白屏时间、优化交互流畅度、进行性能排查时。触发场景:前端性能优化、页面加载慢、白屏时间长、卡顿、LCP/FID/CLS指标优化、前端性能分析、打包体积优化。
Categories
A skill your agent uses when 用户要创建新功能、构建组件、添加功能或修改行为等任何创作性工作之前。必须在实施任何方案前先触发本技能。触发场景:头脑风暴、方案设计、需求分析、功能规划、设计方案、系统设计、我想做、帮我想想、如何实现、方案评估、设计评审。. Brainstorming is an agent skill from ProgrammerAnthony/Expert-Coding-Harness.
Brainstorming fits situations like: 用户要创建新功能、构建组件、添加功能或修改行为等任何创作性工作之前。必须在实施任何方案前先触发本技能。触发场景:头脑风暴、方案设计、需求分析、功能规划、设计方案、系统设计、我想做、帮我想想、如何实现、方案评估、设计评审; tasks that involve Brainstorming.
Run `npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a claude-code`. Or copy the skill folder (skills/brainstorming in ProgrammerAnthony/Expert-Coding-Harness) into .claude/skills/brainstorming in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a codex`. Or copy the skill folder (skills/brainstorming in ProgrammerAnthony/Expert-Coding-Harness) into .agents/skills/brainstorming in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ProgrammerAnthony/Expert-Coding-Harness --skill brainstorming -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/brainstorming, .gemini/skills/brainstorming, .github/skills/brainstorming and .opencode/skills/brainstorming in your project.
SKILL.md names no scripts, command-line tools or credentials: Brainstorming is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Brainstorming is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 732 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 396 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Brainstorming: Brainstorming (xpinjection/test-driven-spring-boot, 112 stars), LLM Council (gcpdev/llm-council-skill, 461 stars), Typesafe AI (OpenAgentsInc/openagents, 455 stars) and Yao Meta Skill (yaojingang/yao-meta-skill, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ProgrammerAnthony (a GitHub user) maintains it in ProgrammerAnthony/Expert-Coding-Harness, which has 235 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on May 11, 2026.
Source: ProgrammerAnthony/Expert-Coding-Harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.