Agent skill

Tech To Marketing Brief

by cafe3310 in cafe3310/public-agent-skills

将零散的技术特性和算法更新,转化为完整的运营 Brief、社媒宣发案例库以及配套的研发 Jira Ticket. An agent skill from cafe3310/public-agent-skills.

Apache-2.0Auto-check passed

Install Tech To Marketing Brief

skills CLI
$ npx skills add cafe3310/public-agent-skills --skill tech-to-marketing-brief -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install cafe3310/public-agent-skills tech-to-marketing-brief --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/cafe3310/public-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tech-to-marketing-brief .claude/skills/tech-to-marketing-brief && rm -rf skills-src

Use ~/.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/

Facts

Skill name
tech-to-marketing-brief
GitHub stars
255
Token cost
~766 tokens
SKILL.md length
181 words
Files
4 (incl. references)
Skills in repo
29
Repo updated
First seen
Licence
Apache-2.0

At a glance

将零散的技术特性和算法更新,转化为完整的运营 Brief、社媒宣发案例库以及配套的研发 Jira Ticket. An agent skill from cafe3310/public-agent-skills.

  • Works in 5 steps: 专家资源检索 (Expert Retrieval - 推荐) → 发散与关联 (Divergent Thinking & Research) → 撰写运营 Brief 文档 (The Operations Brief) → …
  • SKILL.md covers 技能背景, 工作流 (Workflow), 风格规范 (Tone & Guidelines) and 参考文档与专家资源 (References & Expert…
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Tech To Marketing Brief is an agent skill from cafe3310/public-agent-skills. 将零散的技术特性和算法更新,转化为完整的运营 Brief、社媒宣发案例库以及配套的研发 Jira Ticket

Its SKILL.md is about 770 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/jira_agile_spec.md`, `references/marketing_campaign_planning.md` and `references/social_media_brand_voice.md`).

It works with Jira. The repository describes itself as: personal agent skills for better QoL. The licence is Apache-2.0.

Example prompts

  • “/tech-to-marketing-brief”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. 专家资源检索 (Expert Retrieval - 推荐)
  2. 发散与关联 (Divergent Thinking & Research)
  3. 撰写运营 Brief 文档 (The Operations Brief)
  4. 产出社媒宣发案例库 (Social Media Cases)
  5. 拆解配套的开发任务 (Jira Tickets)

What it can do on your machine

Read from SKILL.md and the folder at commit 6c45501. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    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.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tech To Marketing Brief loads about 766 tokens when it runs, and up to ~2.2k if it reads all its reference files. Until then it costs about 20 tokens; SKILL.md has 181 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~766
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.2k

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from cafe3310/public-agent-skills at commit 6c45501, republished under its Apache-2.0 licence (© cafe3310). 181 words, ~766 tokens.

Download SKILL.mdSave it as .claude/skills/tech-to-marketing-brief/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
tech-to-marketing-brief
description
将零散的技术特性和算法更新,转化为完整的运营 Brief、社媒宣发案例库以及配套的研发 Jira Ticket
author
github/cafe3310
depends_on_skill
github/cafe3310/public-agent-skills -> plugin-search-and-use

Tech-to-Marketing-Brief (产研侧宣发物料生成器)

当产研人员(技术/算法)需要向运营团队交付新功能、或者需要为冷冰冰的技术指标包装具有“人味”和“网感”的宣发方案时,务必触发此技能。

技能背景

产研人员(技术、算法)往往擅长描述“怎么实现”和“技术指标”,但运营团队需要的是“解决什么痛点”和“如何引发传播”。 本技能的作用是充当翻译官与策划大师,将零碎的技术描述,通过发散思维、痛点关联和风格重塑,转化为可直接交付给运营和开发侧的三大核心产物。

工作流 (Workflow)

当用户输入技术特性的零星描述时,请严格按照以下步骤执行:

Step 0: 专家资源检索 (Expert Retrieval - 推荐)

在正式开始前,为了获取更专业的行业视角与标准模版,建议通过 /skill::plugin-search-and-use 检索以下领域的专家插件(位于 knowledge-work-plugins 目录下):

  • 市场营销领域:检索 campaign-plan (活动策划)、content-creation (内容创建)、brand-review (品牌语气检查) 等插件,以辅助 Step 2 和 Step 3。
  • 产品管理领域:检索 write-spec (需求撰写) 插件,以提升 Step 4 中 Jira Ticket 的编写专业度。
  • 上下文获取:如果需要对标竞品,可检索 competitive-brief (竞品简报) 插件。
Step 1: 发散与关联 (Divergent Thinking & Research)
  • 提取核心技术点:识别用户输入中的技术亮点(如长文本处理、复杂逻辑推理、跨模态理解能力)。
  • 痛点翻译:将技术指标翻译为实际生产环境中的特定限制或效率瓶颈。例如:将“超长上下文”映射为“打破多文档关联分析时的信息割裂”;将“CoT 推理”映射为“解决决策链路中容易忽略的边缘案例”。
  • (可选) 联网搜索:使用 WebSearch 工具搜索目标用户群(如开发者、文案人员、财务人员)近期的共性抱怨或热议的垂直领域话题,寻找可以结合的真实痛点。
Step 2: 撰写运营 Brief 文档 (The Operations Brief)

生成一份标准的、可直接交付给运营或外部博主的 Brief 文档。 必须包含以下模块:

  1. 差异化认知(核心心智):明确该技术带来的核心改变(如:从“AI 作为工具”到“AI 作为深度业务参与者”的认知跨越)。
  2. 高保真测试场景(核心):严禁无目的、低强度的泛化测试(如简单的润色/总结)。应设计 1-2 个真实世界中面临的信息密度极高、逻辑极复杂的垂直测试场景(如:多源碎片信息的长链条对齐、特定职业中的非标流程自动化)。
  3. 转化与操作路径:说明产品的接入入口、特定模型版本及功能切换方式。
  4. 审核红线:禁止单纯的“称赞式”测评。必须要求展示模型解决问题的“真实探索过程”或“从混乱到秩序的演化路径”。
Step 3: 产出社媒宣发案例库 (Social Media Cases)

根据上述场景,为不同受众群体提供案例原型:

  1. 视觉/感官驱动型 (如小红书):
    • 风格:问题前置、强烈的逻辑反差、强调“确定性”。
    • 内容:重点通过 Before & After 的对比,展示原本极其耗时的繁琐工作如何变得轻量化、透明化。
  2. 深度洞察型 (如微信公众号):
    • 风格:专业主义、去大词、去黑话。
    • 内容:从底层逻辑分析技术突破如何重塑业务流程,展示对垂直行业的非共识见解。
  3. 极简事实型 (如 X / 朋友圈):
    • 风格:Hook + 硬核证据。
    • 内容:一句极具冲击力的事实陈述 + 配合能够体现逻辑深度的产出截图。
Step 4: 拆解配套的开发任务 (Jira Tickets)

为了支撑上述的营销活动,产品需要具备对应的落地承接能力。请输出 1-3 个具体的 Jira 任务(Epic/Task):

  • 标题:格式如 [Feature] 配合XX宣发:增加XXX功能
  • User Story (用户故事):As a... I want to... So that...
  • 验收标准 (AC):如:网关层需识别外部请求并自动注入调优好的系统指令集;或者在产品后台上线专用的业务场景模板。

风格规范 (Tone & Guidelines)

  • 拒绝套路表达:输出必须符合资深业务专家的视角。严禁使用“随着 AI 时代的到来”、“本质上”、“致力于”等废话。
  • 制造差异化张力:通过挖掘“反直觉的事实”或“业务链条中的隐性矛盾”来建立张力。
  • 细节决定颗粒度:所有的案例、场景必须源自真实、具体的业务切片(如特定职业的特定操作流、极端压力下的应急任务),严禁使用过度虚化的通用描述。

参考文档与专家资源 (References & Expert Resources)

当你执行此技能时,请结合以下资源:

  1. 内置参考文档:

  2. 外部专家插件:

    • 使用 /skill::plugin-search-and-use 检索 knowledge-work-plugins/marketing 下的子插件,获取最新的市场洞察与模板。
    • 使用 /skill::plugin-search-and-use 检索 knowledge-work-plugins/product-management 下的插件,优化 Jira 任务的颗粒度。

© cafe3310, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (references) in skills/tech-to-marketing-brief of cafe3310/public-agent-skills.

  • SKILL.md
  • references/jira_agile_spec.md
  • references/marketing_campaign_planning.md
  • references/social_media_brand_voice.md

Open the folder on GitHubat commit 6c45501

Compare with similar skills

Tech To Marketing Brief 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.

Tech To Marketing Brief compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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YugabyteDB Issue Creatoryugabyte/yugabyte-db11k—~2kAutomated safety check: PassCustom licence
Dynamo Jira TicketDynamoDS/Dynamo2k—~1.1kAutomated safety check: PassApache-2.0
Code Reviewcroffasia/itsaplan926—~2kAutomated safety check: PassAGPL-3.0
Connect Apps with ComposioComposioHQ/awesome-claude-skills77k3 repos~557Automated safety check: PassNone

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Works with

Questions about Tech To Marketing Brief

What does Tech To Marketing Brief do?

将零散的技术特性和算法更新,转化为完整的运营 Brief、社媒宣发案例库以及配套的研发 Jira Ticket. An agent skill from cafe3310/public-agent-skills. Tech To Marketing Brief is an agent skill from cafe3310/public-agent-skills.

How do I install Tech To Marketing Brief in Claude Code?

Run `npx skills add cafe3310/public-agent-skills --skill tech-to-marketing-brief -a claude-code`. Or copy the skill folder (skills/tech-to-marketing-brief in cafe3310/public-agent-skills) into .claude/skills/tech-to-marketing-brief in your project. Claude Code loads it when a task matches its description.

How do I install Tech To Marketing Brief in Codex?

Run `npx skills add cafe3310/public-agent-skills --skill tech-to-marketing-brief -a codex`. Or copy the skill folder (skills/tech-to-marketing-brief in cafe3310/public-agent-skills) into .agents/skills/tech-to-marketing-brief in your project. Codex loads it when a task matches its description.

Can I use Tech To Marketing Brief in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add cafe3310/public-agent-skills --skill tech-to-marketing-brief -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-to-marketing-brief, .gemini/skills/tech-to-marketing-brief, .github/skills/tech-to-marketing-brief and .opencode/skills/tech-to-marketing-brief in your project.

What does Tech To Marketing Brief need to run?

SKILL.md names no scripts, command-line tools or credentials: Tech To Marketing Brief is instructions for the agent only.

Does Tech To Marketing Brief access the network?

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.

Is Tech To Marketing Brief safe to install?

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.

What licence does Tech To Marketing Brief use?

Tech To Marketing Brief is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tech To Marketing Brief use?

About 766 tokens (SKILL.md is roughly 3.1k 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 1.4k tokens, read only when the agent opens those files.

What are the alternatives to Tech To Marketing Brief?

Skills that share tags, products or a category with Tech To Marketing Brief: Management Talk (thananon/9arm-skills, 3.2k stars), YugabyteDB Issue Creator (yugabyte/yugabyte-db, 11k stars), Dynamo Jira Ticket (DynamoDS/Dynamo, 2k stars) and Code Review (croffasia/itsaplan, 926 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tech To Marketing Brief?

cafe3310 (a GitHub user) maintains it in cafe3310/public-agent-skills, which has 255 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on June 26, 2026.

Source: cafe3310/public-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.