Editorial content production 编辑型内容生产

ContentWriter Turn a goal or source pack into content ready to publish. 把一句目标或一包资料，推进成可发布内容。

ContentWriter builds a working brief and evidence boundary, then drafts, restructures, calibrates voice, removes generic AI phrasing, and checks the final copy. It supports social posts, articles, blogs, newsletters, tutorials, cases, and opinion pieces. ContentWriter 会先建立写作简报和来源边界，再完成起草、结构重写、声音校准、去 AI 味和发布前审校，支持社媒、文章、博客、newsletter、教程、案例与观点稿。

Download Orkas and write the first draft 下载 Orkas，生成第一版成稿

Draft, not a topic summary 直接交付成稿，不只给摘要
Claims stay inside the evidence 事实不越过证据边界
Voice and channel aware 适配声音与渠道

CW Editorial draft 编辑成稿

Turn these founder interview notes into a natural product story for our company blog, then adapt it into a LinkedIn post. 把创始人访谈笔记写成自然的产品故事用于公司博客，再改写成一篇 LinkedIn 帖子。

Working brief 写作简报 source-bound

01 Core proposition 核心主张 Supported by interview notes 由访谈笔记支持 kept

02 Performance claim 效果结论 No supplied evidence 没有提供证据 removed

Draft structure 成稿结构 ready

Why we stopped treating meeting notes as the end of the work 为什么我们不再把会议纪要当成工作的终点

Working brief 写作简报 Locks audience, channel, purpose, source boundary, voice, and required deliverable. 明确受众、渠道、目标、来源边界、声音和交付形式。

Claim discipline 结论纪律 Deletes unsupported metrics, stage models, causal claims, and before/after performance promises. 删除无来源指标、阶段模型、因果结论和前后效果承诺。

Shape and voice 结构与声音 Rewrites structure, calibrates tone, naturalizes phrasing, and applies material channel rules. 重写结构、校准语气、自然化表达，并应用必要渠道规则。

Artifact-first delivery 成稿优先 A plan or status note never replaces the requested draft. 计划或状态说明不能替代用户真正要的成稿。

Usage example 使用示例

Turn the real official-Agent release notes into publishable launch content. 把官方 Agent 的真实发布资料变成可直接发布的内容。

YOU Writing request 写作需求

“Use the shipped Agent workflows and Orkas product notes to write the launch article for Commander plus nine official specialists. Then adapt it into a concise social post without inventing productivity numbers.” “根据已发布的 Agent 工作流和 Orkas 产品说明，写一篇介绍指挥官与 9 个官方专才的发布文章，再改成精简社媒帖，不要虚构效率数据。”

agent-workflows.md product-boundaries.md brand-voice.md blog + social

official-agents-launch.mdeditorial check passed发布前审校通过

ORKAS · PRODUCT STORY

One Commander, nine specialists: how Orkas turns a goal into a deliverable一个指挥官，九个专才：Orkas 如何把目标变成交付

Start with the outcome. Commander keeps the context and routes bounded work to specialists that research, write, design, build, or verify—then the result returns to the same task.从结果开始。指挥官保留上下文，把有边界的研究、写作、设计、开发或验证任务交给专才，结果最后回到同一个任务。

Article structure文章结构

Why one outcome needs several specialties为什么一个结果需要多种专业能力
What Commander keeps across handoffs指挥官如何在交接中保留上下文
What each official Agent actually ships每个官方 Agent 真正交付什么

SUPPORTED可使用

Local-first workspace工作区本地优先product-boundaries.md · §3

REMOVED已删除

“80% faster”“效率提升 80%”No supplied measurement无已提供的测量证据

✓ voice calibrated品牌语气已校准✓ unsupported metrics removed无支持指标已删除✓ two channel-ready drafts两份渠道成稿

launch-story.mdsocial-post.mdclaim-ledger.md

What you can delegate 可以交给它什么

Write new content, reshape source material, or refine a draft. 写新内容、资料成稿，或把现有草稿改到可发布。

Social content 社媒内容

Produce a complete post with a channel-appropriate hook, body, CTA, headline options, and hashtags when useful. 交付完整帖子，包括渠道适配的开头、正文、CTA、备选标题和必要 hashtags。

LinkedIn
WeChat / social article
platform-neutral default

Long-form editorial 长内容编辑

Build articles, blogs, newsletters, tutorials, cases, and opinion pieces from a clear brief and sources. 根据简报和资料写文章、博客、newsletter、教程、案例和观点稿。

narrative structure
source fidelity
pre-publish review

Rewrite and naturalize 改写与自然化

Rework structure and voice, remove generic AI phrasing, and keep every stronger factual claim inside the evidence. 调整结构与声音，去除通用 AI 表达，并让较强事实结论始终不越过证据。

voice calibration
structural rewrite
claim review

How it works 工作方式

Brief, boundary, draft, review. 简报、边界、成稿、审校。

Lock the writing job 明确写作任务

Infer low-risk channel details and avoid unnecessary platform questions. 推断低风险渠道细节，不用无必要的平台问题打断工作。

Set evidence rules 设定证据规则

Separate supplied facts, adaptation, research, assumptions, and proposed copy. 区分用户事实、形式改写、研究、假设与创意文案。

Write the artifact 完成成稿

Deliver the requested copy instead of stopping at a plan or summary. 直接交付所需文案，不停留在计划或主题摘要。

Review before handoff 交付前审校

Check voice, structure, channel fit, source support, citations, and natural phrasing. 检查声音、结构、渠道适配、来源支持、引用与自然表达。

Content boundaries 内容边界

Good copy does not need invented metrics or fabricated maturity models. 好文案不需要虚构指标或伪造阶段模型。

No invented proof 不虚构证明

Exact metrics, causal rules, thresholds, and performance claims need actual support or are removed. 精确指标、因果规则、阈值和效果主张必须有支持，否则会被删除。

No platform operation 不直接运营平台

ContentWriter prepares copy; it does not publish or operate a social or CMS account. ContentWriter 负责准备成稿，不代替用户发布或运营社媒/CMS 账号。

High-stakes review stays visible 高风险内容保留专业审查

Legal, medical, financial, or similar claims may be drafted only with appropriate evidence and qualified review. 法律、医疗、财务等内容只有在证据充分并由专业人士审查时才适合发布。

Works with the team 团队协作

Ground the story, then extend it across formats. 先夯实故事，再扩展到更多交付格式。

Commander can assemble a launch workflow 指挥官可编排完整发布工作流

Use DeepResearcher for the evidence layer, ContentWriter for the story, ImageStudio for campaign visuals, and VideoStudio for the launch cut. 用 DeepResearcher 建立证据层、ContentWriter 完成故事、ImageStudio 制作宣传视觉、VideoStudio 交付发布视频。

Commander DeepResearcher ImageStudio

Start directly for a writing deliverable 写作本身就是交付时直接开始

Provide the task and optional Markdown, text, DOCX, PDF, CSV, JSON, HTML, brand, interview, or draft files. 提供写作任务，并可附上 Markdown、文本、DOCX、PDF、CSV、JSON、HTML、品牌、访谈或草稿材料。

Turn the next source pack into publishable content. 把下一包资料推进成可发布内容。

Download Orkas, give ContentWriter a goal or draft, and receive the complete copy—not a generic summary. 下载 Orkas，把目标或草稿交给 ContentWriter，拿到完整成稿，而不是通用摘要。

Download Orkas — free 免费下载 Orkas

Local-first materials · Publication-ready drafts · Managed or your own models 材料本地优先 · 可发布成稿 · 官方模型或自有模型