iso-24495-code
Plain language applied to source code (ISO 24495-1:2023 principles). Governs the parts of code a person reads: the order units appear in, their names, comments, and error messages. Applied when writing or restructuring code, not when explaining it.
供给资产档案
研究与知识工作
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
场景
研究 Agent
I need my agent to research a topic, compare sources, and produce a concise report.
适配 Agent
Claude Code + CLI + Codex
适用于 Codex、Claude Code、Cursor、CLI 或自定义 Agent。
安装
就绪
npx skills add GaZmagik/iso-24495 --skill iso-24495-code
维护状态
新鲜
距上次推送 1 天
风险
需审查
Dependency or permission surface needs review
GitHub 质量
89
67/100 质量 · 71/100 信任
覆盖标签
审查说明
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent 采用评分卡
一眼查看信任、审计与安装准备度
这些分数综合公开仓库元数据、OpenAgentSkill 审查信号、维护新鲜度与安装准备度。它用于候选筛选,不替代人工审查。
质量
有潜力有用的候选项,但采用前应与替代方案比较。
信任
仅限沙盒有用但信任信号不足或混杂的候选项。在结果闭环证明任务匹配前,请保持在隔离工作区内使用。
审计
需审查对安装准备度、安全元数据、维护情况与采用风险的机器可读审查。
OpenAgentSkill 信任评分 v5
安装前需人工审查
仅在沙盒中运行,并在用于真实工作前比较接近的替代方案。
Stars
89 个 GitHub Stars
仓库活跃度
89 个 Star,4 个 Fork
维护状态
距上次推送 1 天
许可证
MIT
安装
npx skills add GaZmagik/iso-24495 --skill iso-24495-code
安装安全性
标准软件包或运行时安装路径
权限范围
secrets or environment access, filesystem or document access
Agent 结果
暂未有 Agent 结果数据
文档
Usable metadata, review docs
风险摘要
生产前审查
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 89 GitHub stars
- Stars/forks activity: 89 stars, 4 forks; issue activity unavailable in current metadata
安装准备度
安装路径可用
- 安装路径可用
- 仓库证据可用
- 已声明许可证
- 暂无 Agent 验证结果证据
Agent 可读元数据
这个 Skill 的机器可读决策数据。
使用此区块或内嵌 JSON 判断 Agent 是否应安装该 Skill、选择替代方案,或先请求人工审查。
适用任务
- 研究 Agent 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
- 检索来源
适用 Agent
安装决策
- 命令
- npx skills add GaZmagik/iso-24495 --skill iso-24495-code
- 策略
- 审查
- 人工审查
- 是
信任与风险
- 信任
- 63/100
- 审计
- 78/100
- 风险级别
- 需审查
结果闭环
- 端点
- /api/agent/outcome
- 事件 ID
- resolve
- 结果
- 5
不适用场景
- 需要厂商支持 SLA 的团队
- 没有内部安全审查的高合规环境
- 暂未有 OpenAgentSkill 使用反馈数据
- 高风险权限提示:Secrets or environment access
- Dependency or permission surface needs review
替代 Skill
Last30days Skill
53.5K Stars
npx skills add mvanhorn/last30days-skill -g
替代 Skill
Academic Research Skills
38.4K Stars
npx skills add Imbad0202/academic-research-skills
替代 Skill
GPT Researcher
28.0K Stars
npx skills add assafelovic/gpt-researcher
替代 Skill
DeepResearch
19.8K Stars
npx skills add Alibaba-NLP/DeepResearch
Agent 安全 v2
46/100 · 避免自动安装
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
中
Browser automation
Skill may drive a browser or interact with web pages.
中
网络访问
Skill 可能访问远程页面、API、仓库或外部服务。
中
文件系统访问
Skill 可能读取或写入项目文件、文档、生成产物或本地工作区状态。
高
Secrets or environment access
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
- 高风险权限提示:Secrets or environment access
- Dependency or permission surface needs review
安装目标
在你的 Agent 工作流中安装此 Skill
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install gazmagik-iso-24495-codeAgent 解析计划
让 Agent 在安装前验证匹配度。
Resolve API 返回首选 Skill、替代方案、安全策略、审计说明、安装目标和可直接执行的提示词,无需抓取此页面。
打开 JSON
/api/agent/resolve?task=Use%20iso-24495-code%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve 文本
/api/agent/resolve?task=Use%20iso-24495-code%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
安装交接
/api/skills/gazmagik-iso-24495-code/install
Agent 应检查
- 从 Resolve API 检查任务匹配与替代方案。
- 检查审计评分、信任评分和安全策略警告。
- 检查 Codex、Claude Code、Cursor 或 CLI 的安装目标兼容性。
复制提示词
Task: Use iso-24495-code in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20iso-24495-code%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/gazmagik-iso-24495-code/install
Install command: npx skills add GaZmagik/iso-24495 --skill iso-24495-code
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent 交接
把安装路径交给 Agent,而不是再给一个目录页。
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
安装交接
/api/skills/gazmagik-iso-24495-code/install
LLM 文本格式
/api/skills/gazmagik-iso-24495-code/install?format=text
寻找替代方案
/api/skills/search?q=iso-24495-code&limit=3
Agent 提示词
Use iso-24495-code for this task. Review https://www.openagentskill.com/api/skills/gazmagik-iso-24495-code/install, then install with: npx skills add GaZmagik/iso-24495 --skill iso-24495-codeRegistry 元数据
用于自动选择 Skill 的 Agent 可读档案。
本页通过 Registry API 提供相同的决策、信任、审计、场景和安装信号,让 Agent 无需抓取界面即可排序。
Agent 决策面板
Fallback candidate for Research agents
先用此 Skill 做原型验证,并保留备选方案。
栈中角色
备选候选
主要匹配
研究 Agent
信任标签
先做原型验证
安装路径
命令已就绪
适用场景
- 研究 Agent 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
证据
- 仓库近期活跃
- 已提供安装命令或 GitHub 仓库
- 67/100 质量档案
先审查
- 暂未有 OpenAgentSkill 使用反馈数据
实施路径
- 1在沙盒 Agent 中安装它,并端到端完成一次研究 Agent任务。
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
信任档案
仅限沙盒
有用但信任信号不足或混杂的候选项。在结果闭环证明任务匹配前,请保持在隔离工作区内使用。
GitHub 采用度
检查89 个 GitHub Stars
Star/Fork 活跃度
检查89 个 Star,4 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过距上次推送 1 天
许可证清晰度
通过MIT
积极信号
- AI 审查已通过
- 安装路径可用
- 仓库证据可用
- 近期维护的仓库
- 安装命令未发现明显高风险模式
- 结果闭环已就绪,但需要首次真实 Agent 运行
安装前审查
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 89 GitHub stars
- Stars/forks activity: 89 stars, 4 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: credential or environment access, external package install surface
- Permission surface: secrets or environment access, filesystem or document access
- 暂未有真实 Agent 结果报告
- 无人值守安装前需要人工审查
建议操作
仅在沙盒中运行,并在用于真实工作前比较接近的替代方案。
质量档案
有潜力 适用于 Agent 工作流的候选
有用的候选项,但采用前应与替代方案比较。
工作流匹配
在这些场景使用此 Skill
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Verify behavior
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
工作流匹配
加入完整工作流
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
替代方案短名单
安装前对比
可能适合该任务的相近 Skill。
Last30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GPT Researcher
Run autonomous deep research over web and local sources
DeepResearch
Tongyi Deep Research, the Leading Open-source Deep Research Agent
概览
--- name: iso-24495-code description: Plain language applied to source code (ISO 24495-1:2023 principles). Governs the parts of code a person reads: the order units appear in, their names, comments, and error messages. Applied when writing or restructuring code, not when explaining it. metadata: version: "0.6.0" iso-standard: "ISO 24495-1:2023" iso-status: "published, applied by analogy to source code" ---
# Plain language in code
Extends ISO 24495-1 to source code. Code is read far more often than it is written, so the person reading it is the reader the standard is about.
**Scope**. This skill governs what a reader reads: the order units appear in, what they are called, what the comments say, and what an error tells the person who hits it.
It does not govern correctness, performance, or system design. It does govern local organisation, in rules 1 and 2, because where a unit sits and how far it reaches decide what a reader must hold in their head. For maintainability weaknesses such as complexity and dead code, use a code quality skill built on ISO/IEC 5055.
**This is an interpretation of ISO 24495-1 applied by analogy, not a conformance claim.**
## The four principles, in code
| Principle | In prose | In code | |---|---|---| | Findable | The reader can find what they need | The public entry point appears first | | Understandable | The reader understands it | Names say what the thing is, in the reader's words | | Relevant | The reader gets what they need | A comment says why; interface documentation says what | | Usable | The reader can act on it | An error names the problem and shows a safe value |
## Rules
### 1. Front-load the main path
**Put the public entry point at the top of the file**, before the helpers it calls. A reader opening the file meets the thing it does, then the detail, in that order. This is the code form of leading with the outcome.
Where a language forces declarations before use, put a short delegating entry point first and the implementation below it.
> Measured on 30 generated implementations of one specification. Without this rule the public > function landed anywhere in the file, and in half the files it was the last thing in it. > With the rule it sat in the first fifth of the file every time. > > The measure was chosen after those runs rather than before them, and the effect appeared in > one model family but not in the two others tested. Treat it as a hypothesis with a clean > separation, not a settled result.
### 2. One job per unit
A function does one thing that its name describes. **A name needing "and" is a prompt to look, not an instruction to split.** Some operations are genuinely single and named for a pair, as `compareAndSwap` is, and splitting those breaks them.
Helpers belong at the top level or as members of a class, rather than buried as closures inside the function they serve. A reader cannot reach a closure without reading its container first.
### 3. Name for the reader
- A name says what the thing **is** or **does**, in the vocabulary of someone who knows the domain but not this file. - **Use one name for one concept throughout.** If it is a `token` here it is not a `lexeme` three functions later. Elegant variation confuses code exactly as it confuses prose. - Prefer a longer name that reads to a shorter one that must be decoded. `remainingBudget` beats `rb`.
### 4. A comment says why; interface documentation says what a caller needs
A comment earns its place when it records something a reader cannot recover from the code: a reason, a constraint, a rejected alternative, a bug it guards against.
**Delete a comment that merely restates the line beneath it**, and delete commented-out code.
This is not a rule against documentation. An interface comment tells a caller what a function returns, when it returns nothing, and what it throws. That is the reader's work being done for them, so it belongs there even when the body makes it obvious.
### 5. An error message serves the person who hits it
An error names the problem, shows a value it is safe to show, and where it helps, says what to do instead. Write it in the words its reader would use, so it can be acted on without opening the source.
**Never put a secret in an error.** A credential, token, key, password, session identifier or personal detail must not appear in a message, because messages reach logs, telemetry and screens. Name the field and describe the fault instead: `API token rejected: expected 32 characters, got 8`. Where you cannot show a value safely, show its shape.
**A value on this path has just failed validation, so its contents are unknown.** Naming the field does not make them safe: whatever the caller passed is what reaches the log. Report the format you expected and the shape of what arrived, never the value itself.
``` Bad: throw new Error("invalid input") Good: throw new TypeError( `Duration must be a number followed by ms, s, m, h or d; got ${duration.length} characters`) Good: throw new Error(`API token rejected: expected 32 characters, got ${token.length}`) ```
Quote a value only where you control it, such as one you have already matched against a fixed set. Then the set, not the caller, decides what can appear.
### 6. Prefer the plain construction
Where two constructions are equally correct, use the one a competent reader understands without pausing. Cleverness that needs a comment to explain it has already failed.
## What this skill does not do
- It does not require comments. A file with no comments and clear names is fine. - It does not set a line count for a function. Use `iso-5055-code-quality` for size and complexity thresholds, which are measurable. - It does not apply to generated code, vendored code, or code whose layout a formatter owns.
## Applying it to existing code
Change the reading order and the language. Do not restructure behaviour in the same pass, and never move code and change it at once, because the diff stops being reviewable.
技术详情
- 版本
- 1.0.0
- 许可证
- MIT
- 最近更新
- 2026年8月21日
- 发布时间
- 2026年8月21日
决策摘要
备选候选
仓库近期活跃
Agent 验证证据
Agent 验证证据
来自解析、审查、安装和一次小范围运行后的结果报告。
- 成功率
- —
- 近期失败
- —
- 结果
- 0
- 输出质量
- —
- 失败
- 0
- 不相关
- 0
- 安装次数
- 0
- 风险拦截
- 0
- 需要配置
- 0
- 生产环境
- 0
暂时没有 Agent 结果数据。首次 Agent 执行可以通过 /api/agent/outcome 报告成功、需要设置、风险拦截、失败或不相关。
增长闭环
分享工具包
为 iso-24495-code 准备的场景化草稿,可手动发布到 X。
iso-24495-code: Plain language applied to source code (ISO 24495-1:2023 principles). Governs the parts of cod... 89 stars https://www.openagentskill.com/skills/gazmagik-iso-24495-code?ref=x
可选:带安装命令的回复
Listing + install path for iso-24495-code: https://www.openagentskill.com/skills/gazmagik-iso-24495-code?ref=x Install: npx skills add GaZmagik/iso-24495 --skill iso-24495-code
收录来源
Registry 收录
此列表来自公开来源,维护者认领获批前不会标记为官方。
- 创作者
- GaZmagik
- 收录方
- OpenAgentSkill 社区索引
归属链接指向公开仓库或创作者主页。创作者可认领列表以更新所有权信号。
认领此 Skill所有者认领
认领此 Skill 页面
这条 Registry 收录 列表归属于 GaZmagik,但尚未标记为官方。认领后可增加已验证所有者信号,使后续发布、安装和审计更新更值得信赖。
创作者外链工具包
将证据徽章加入你的 README
在开发者评估仓库的位置展示规范页面、当前信任与审计信号,以及真实的 Agent 验证证据。
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-code)
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-code)
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-code/audit)
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-code)作者
GaZmagik
@gazmagik
平台适配
健康信号
- GitHub Stars
- 89
- 质量评分
- 37/100
- 最近 GitHub 推送
- 2026年8月21日
- 框架提示
- 未知
- OpenAgentSkill 浏览量
- 0
- 复制安装命令
- 0
- 跳转点击
- 0
社区信号
告诉我们这个 Skill 是否对你的 Agent 工作流有帮助。汇总反馈会持续改善排序。
信任与安全
仅限沙盒
- GitHub 采用度89 个 GitHub Stars检查
- Star/Fork 活跃度89 个 Star,4 个 Fork; 当前元数据中没有议题活跃度信息检查
- 近期维护距上次推送 1 天通过
- 许可证清晰度MIT通过
- README/SKILL.md 完整度公开元数据需要更完整的 README/SKILL.md 上下文信息
- 依赖与运行时风险credential or environment access, external package install surface检查
相关 Skill
Last30days Skill
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53.5K StarsAcademic Research Skills
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