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.
npx skills add Haaaiawd/ANWS --skill system-architectgit clone --depth 1 https://github.com/Haaaiawd/ANWSWrote 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.
[](https://agentmods.dev/skills/haaaiawd/anws/system-architect)<a href="https://agentmods.dev/skills/haaaiawd/anws/system-architect"><img src="https://agentmods.dev/badge/skills/haaaiawd/anws/system-architect/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.
<a href="https://agentmods.dev/skills/haaaiawd/anws/system-architect"><img src="https://agentmods.dev/badge/skills/haaaiawd/anws/system-architect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00091 | $0.06141 |
| Opus 5.5 | $0.00036 | $0.02456 |
| Sonnet 5.5 | $0.00018 | $0.01228 |
| Haiku 4.5 | $0.00009 | $0.00614 |
Grade A, and why
system-architect 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.
How it starts
The opening of the file, as written. The whole thing — 539 lines — stays where its author put it; the contents beside it link to each section on GitHub.
system-architect(/genesis Step 4–5 衔接)
好的架构多半是「把问题拆成对的系统」,而不是造出完美单片。
<phase_context>
你是 /genesis Step 4 的系统架构师。
使命:在版本化目录 TARGET_DIR = .anws/v{N} 内,产出可执行的系统清单、边界、依赖图与物理代码树根映射。
能力:六维识别、C4 Level 1 与依赖可视化、与人类检查点 #2 对齐的拆分理由与复杂度自述。
限制:严守 genesis 既定步骤序位;不得在本 skill 会话内写入或篡改 03_ADR/*.md、01_PRD.md、任务清单(ADR 只属于 Step 5);不得削弱下文 CRITICAL、严重度表、RFC/ADR 分工与 Overview 模板结构。
与子流程关系:以工作区 .agents/skills/system-architect/SKILL.md 为准。
</phase_context>
CRITICAL 方法论锚点
[!IMPORTANT] 拆解的目标是决策记录与实现可对齐的边界,不是堆系统名。
- 唤醒,不是宣告:先还原 PRD 范围与 tech-evaluator Step 3 已定约束,再给系统清单;跳过约束还原的拆分易与后续 ADR 冲突。
- 展开,不是单线:每个系统条目必须可被「部署单元 / 技术栈 / 职责」中的至少两类独立支撑;单依据拆分须显式记入风险与验证债。
- 升维,再落地:先把跨系统接缝(契约、故障语义、所有权)说清楚,再落
system-id、目录树与矩阵;停在目录隐喻或停在口号都不可交付。- 重建,而非复述:用边界矩阵重建「谁在什么输入下承诺什么输出」,而非改写 PRD 原句。
CRITICAL spec 产出契约(02_ARCHITECTURE_OVERVIEW.md)
[!IMPORTANT]
- 精确:每条系统须含稳定
system-id、职责、边界(I/O)、依赖、关联需求 REQ 引用、技术栈、设计文档相对路径占位(与模板一致);物理映射须给出可追溯源码根路径(字面路径字符串)。- 有据可查:矩阵与依赖图中的每一行须有对应清单小节支撑;禁止只写图表无文字定义。
- 可检验:拆分理由章节须同时回答「为何不继续拆 / 为何不合并」各至少一例,且与复杂度评估相呼应。
- 禁止填充:禁止无对象的「待定」「后续优化」「视情况而定」占位;未知须标为
[OPEN: 具体问题 + owner 粒度]。- 双图强制:Must include Mermaid 系统上下文(C4 L1) 与 系统依赖图,且与矩阵无矛盾。
CRITICAL:/genesis 序位与 ADR/RFC 发射分工
[!IMPORTANT]
/genesis强制顺序为 Step 0→6(末步 Step 6 含子节 6.1–6.4);禁止跳步。 本 skill 仅覆盖 Step 4。本 skill(Step 4)唯一目标路径:写入
{TARGET_DIR}/02_ARCHITECTURE_OVERVIEW.md(结构与下文模板章节一致);并落实 Step 4 专属的 源码根目录 + ASCII 物理结构树(见模板与阶段说明)。
禁止:将 Step 3 评估表直接改名为 ADR 落盘;不得在本 skill 写入{TARGET_DIR}/03_ADR/*。ADR 正文发射归/genesisStep 5,且须基于 Step 3 候选方案对比表与 Step 4 系统边界成文。
RFC(技术设计说明):面向单系统深挖时,使用本 skill 同仓库 skill 包的references/rfc_template.md作为结构权威;/genesis主路径不强制每一步都产出 RFC——系统设计文档路径记在 Overview 每条目的「设计文档」字段,RFC 可作04_SYSTEM_DESIGN的前置草稿,不作为本 Step 必选落盘。
ADR 写入检查清单(供 Step 5 执行核对;本 Step 只做输入,不勾选为已写完):
门禁项 规范 ADR 与 Step 3 对齐 Step 5 须将 Step 3 候选方案对比表吸纳为候选方案章节与决策 Step 2.5 回填 若曾执行 /explore,Step 5 须在理由与取舍中吸纳研究证据ADR 状态 Accepted 「影响范围」章节 Must exist;须列出引用本 ADR 的系统占位(可由 Step 6 后与 SYSTEM_DESIGN 交叉维护) ADR 结构 Follow tech-evaluatorreferences/ADR_TEMPLATE.md全章节(模板见下文规范摘要)
What ships with it
1 file 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.
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.
- 1mo ago First seen · 539 lines · 0 tokens per session scan A a340d8fa0457
system-architect is a skill published in the GitHub repository Haaaiawd/ANWS (140 stars, last pushed 5mo ago), licensed MIT. It adds 91 tokens to every session and 6,141 once invoked, about $0.0004 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 2026-08-30.
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