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    mama-message — Family Chat Reports & Reply Drafts

    1

    Turn family chat exports into a report, two shareable cards, and a message you can send. Chinese-first, with local Python statistics and AI-written reply drafts.

    Free

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    mama-message — Family Chat Reports & Reply Drafts

    Example session with this skill installed

    请分析我上传的 sample-messages.json,生成我和妈妈的聊天报告、两张卡片,并给我一条今晚可以发给她的话。

    Demo input: the project's synthetic sample conversation. All messages are fictional; no real family chat is published here. For this reproducible example, use 2026-08-30 as the report date.

    • Read your context and instructions
    • Compiled the mama-message
    • Generated the document

    Demo: 你和妈妈的半年

    This example uses fictional messages generated by the project. The figures below come from its local Python scripts; the Chinese reply text comes from the included sample narrative.

    聊天概况

    项目结果
    记录范围2026-03-01 至 2026-08-28
    消息总数294 条
    妈妈发来的消息192 条
    我发出的消息102 条
    有聊天的天数119 天
    妈妈先开口86 次,占 67.2%
    我先开口42 次
    我回复她的中位间隔1 小时 30 分

    三个指数的说明

    • 牵挂:她发起了 67% 的对话,有 28 条是早上 8 点前发的、51 条是晚上 10 点以后。
    • 短回复:你 93 条回复里有 52 条不超过三个字。
    • 没回之后:你没回的 59 次里,有 51 次是她自己先开口了下一次。

    这些数字描述这份模拟记录里的交流模式,不用于判断现实中的家庭关系。

    可以直接发给她的话

    妈,我用了个软件,它把咱俩这半年的聊天记录算了一遍:你发了我 192 条,我回了 102 条,还有 59 条我压根没回。它说我欠你一个电话。今晚 8 点打给你,你别做饭了,等我电话。

    帮你回

    记录中的消息:08-14 “最近腰不太好 医生说要少干活”

    回复草稿:“妈,腰现在怎么样了?医生让你少干活你就少干,家里的活等我回去干。”

    在真实使用中,草稿会根据用户的记录和补充信息调整;没有记录支持的事实不应加入。

    输出文件

    The rendering step creates

    • mama-message-report.html: the full report with statistics and Chinese narrative.
    • mama-message-card-bill.html: a shareable conversation summary card.
    • mama-message-card-send.html: the message card for the family member.

    Open the HTML files in a browser to view them or capture them as images. The skill drafts messages; the user decides what to send.

    The bundled scripts use the Python standard library and do not send chat data over the network. Chat records supplied to an online agent are handled according to that agent provider's policies.

    mama-message-report.html

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    mama-message helps you look through conversations with your mom, dad, grandparents, or other family members and find a useful next reply.

    Start with a WeFlow JSON export, a supported CSV/TXT export, pasted text, or screenshots. The skill identifies the two participants, calculates message counts and reply patterns, and helps your agent write a grounded report using the actual conversation. It also creates two HTML cards and a ready-to-send message with a concrete time to call or catch up.

    Features include:

    • Message counts, conversation initiators, reply times, short replies, and unanswered messages.
    • Chinese-language report text and reply drafts grounded in your supplied messages and computed statistics.
    • A full HTML report and two shareable cards.
    • Optional reply practice and comparisons across family or friend conversations.
    • Local redaction tools; transfers are counted without recording amounts.

    Requirements: an AI agent able to read files and run Python 3.8 or later. The included scripts use the Python standard library and make no network requests. Screenshot input needs an agent that can read images. Exporting WeChat history is a separate user-controlled step; this skill does not decrypt WeChat databases.

    The skill is designed primarily for Chinese conversations and Chinese output. HTML cards can be opened in a browser and captured as images. Records provided to an online AI agent are processed according to that agent provider's data policies. The reports describe communication patterns and are not psychological assessments.

    Free and open source under the MIT license.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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