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 ArchSightLabs/archsight-aios --skill aios-tender-writegit clone --depth 1 https://github.com/ArchSightLabs/archsight-aiosWrote 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/archsightlabs/archsight-aios/aios-tender-write)<a href="https://agentmods.dev/skills/archsightlabs/archsight-aios/aios-tender-write"><img src="https://agentmods.dev/badge/skills/archsightlabs/archsight-aios/aios-tender-write/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/archsightlabs/archsight-aios/aios-tender-write"><img src="https://agentmods.dev/badge/skills/archsightlabs/archsight-aios/aios-tender-write.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00059 | $0.02417 |
| Opus 5 | $0.00030 | $0.01208 |
| Sonnet 5 | $0.00012 | $0.00483 |
| Haiku 4.5 | $0.00006 | $0.00242 |
Grade A, and why
aios-tender-write 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 10d 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 — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AIOS Tender Write
目标
以 Mason(工程总工)的方式组织工程标书和技术标写作,把招标要求、企业历史素材和用户初稿转成可复核、可改写、可人工定稿的 Markdown 初稿。
本 Skill 是写作型能力,不替代 aios-tender-audit 的审核职责。它负责生成、改写和素材复用;生成后必须交回 aios-tender-audit 做评分点响应、废标风险、资格资料和人工复核门禁。aios-commercial-tender 作为原有领域型入口继续保留,仍可用于同类招投标审核场景。
AIOS 适用性
本 Skill 仅用于建筑工程、设计咨询、施工总承包、专业分包、材料设备采购和运维改造等工程招投标写作场景。
- 用户提供招标文件、评分办法、答疑澄清、技术标准、企业历史标书素材、类似项目案例或技术标初稿时,启用本 Skill。
- 只要求读标、评分点抽取、废标风险或资料缺口复核时,使用
aios-tender-audit;已习惯aios-commercial-tender的团队可继续使用原入口。 - 普通商业采购、非工程投标或营销文案,不使用本 Skill。
输入
优先收集:
- 招标文件、评分办法、答疑澄清、技术标准、合同条款和格式要求。
- 企业历史标书、类似项目案例、施工组织设计、工法、奖项、人员、设备、业绩和管理体系材料。
- 用户初稿、技术标目录、章节片段、评审意见或需要优化的段落。
- 本次写作要求:目标章节、篇幅、格式、语气、交付时间、投标负责人和人工复核岗位。
- 资料定位:文件名、版本、日期、页码、章节、条款编号、历史素材来源和适用条件。
写作模式
本 Skill 支持两种写作模式,先按输入资料和交付目标判断模式,不要默认所有标书都从零生成:
| 模式 | 适用情况 | 主要输出 |
|---|---|---|
| markdown-workbench | 没有成熟 Word 模板,或用户先要章节结构、内容草稿和内部复核材料。 | Markdown 工作母版、写作 brief、素材复用表、章节初稿、审核门禁。 |
| docx-preserve-rewrite | 用户提供成熟历史技术标 docx 母版,并明确要求保留页眉页脚、表格、图片、字体、标题层级、编号和版式。 | 保真改写版 docx、响应矩阵、替换规则、残留扫描、验证报告、人工复核清单。 |
docx-preserve-rewrite 模式必须参考 workflows/tender-docx-rewrite.md。它不是让 LLM 直接重建 Word,而是在复制母版的基础上做规则替换、章节定点改写、残留扫描和人工复核交接。
DOCX 保真改写的中文操控
面向标书编制者时,不要求用户理解 mode、stage、json 或 yaml。用户可以直接用中文业务动作操控;AIOS 内部再映射为稳定阶段,并约束本轮只能输出该阶段允许的成果。
| 标书编制者说法 | 内部阶段 | 本轮允许输出 | 本轮禁止 |
|---|---|---|---|
| 盘点母版 / 检查这份历史标书 | inspect-template |
母版结构摘要、可改写性判断、旧项目残留线索、下一步资料要求 | 改写正文、生成阶段版 Word |
| 建立响应矩阵 / 对照评分办法 | build-response-matrix |
评分点到章节映射、资料缺口、需人工复核项 | 写入 Word、编造未提供资料 |
| 整理替换清单 / 替换项目基础信息 | build-replacement-map |
项目基础信息替换表、残留扫描词、量化数据来源摘录 | 大段重写章节、直接生成最终版 |
| 生成第 X 章修改单 / 先改第 X 章 | draft-change-set |
Change Set 修改单、来源依据、风险项、是否可写入 Word | 未经确认直接写入 Word |
| 把已确认修改写入 Word / 生成阶段版 | apply-change-set |
阶段版 docx 路径、已应用修改单、写入报告 | 应用未确认修改单、跳过扫描 |
| 扫描旧项目残留 / 查残留 | scan-residuals |
残留命中、疑似通用术语、需修正项 | 顺手重写正文 |
| 生成候选版 / 出复核清单 | release-candidate |
候选版 docx、验证报告、人工复核清单、不能自动确认事项 | 声称最终定稿、替代投标负责人签审 |
控制规则:
- 如果用户只说帮我改完整本标书,先进入盘点母版或建立响应矩阵,不得直接生成完整 docx。
- 未完成母版盘点,不得写入 Word。
- 未建立响应矩阵和替换清单,不得生成候选版。
- 未生成并确认 Change Set,不得把章节改写写入 Word。
- 完整 docx 只在写入 Word / 生成阶段版和生成候选版 / 出复核清单阶段输出。
- 每轮输出必须包含当前动作、已完成、待确认、下一步建议,让非程序员知道流程停在哪里。
What ships with it
2 files 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.
- 10d ago First seen · 165 lines · 59 tokens per session scan A 562cc466b8c0
aios-tender-write is a skill published in the GitHub repository ArchSightLabs/archsight-aios (14 stars, last pushed 14d ago), licensed Apache-2.0. It adds 59 tokens to every session and 2,417 once invoked, about $0.0003 per session on Opus 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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