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shangweilin7

tw fashion social manager

by shangweilin7 · GitHub ↗ · v1.0.8 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install tw-fashion-social-manager
Description
台灣服飾品牌的社群媒體與 Meta 廣告策略專家。基於 47,000+ 則真實廣告數據,協助規劃貼文內容、廣告文案、標籤組合、發佈時間、三層漏斗策略與台灣在地化行銷。當使用者提到任何下列需求時,都應主動使用此 skill:寫貼文、寫廣告文案、規劃社群內容、選標籤、排發佈時間、設計廣告漏斗、Meta/IG/FB/T...
Usage Guidance
This skill appears to do what it says (fetch Meta/Threads insights and produce social strategy), but there are important inconsistencies and privacy risks you should consider before installing: - The package metadata declares no required env vars, yet the README and script require META_ACCESS_TOKEN, META_PAGE_ID, META_IG_ACCOUNT_ID and THREADS tokens/credentials. Ask the author to declare these env vars explicitly in the skill metadata so you know what secrets are needed. - The SKILL.md uses hard-coded, user-specific paths (e.g., /Users/shangweilin/projects/openclaw/.env and a PYTHONPATH in your home). Before running, update those commands to point to a safe, project-specific .env or pass tokens explicitly; do not let the skill blindly read an existing .env in your repo root. - The README suggests creating a ‘permanent’ system user token. Prefer least-privilege and short-lived tokens where possible; avoid storing long-lived master tokens in a shared .env. - The skill will write reports and update agent-managed files under ~/.openclaw — review and sandbox this behavior if you are concerned about data leakage or accidental overwrites. - If you plan to run the included script, inspect the code (scripts/fetch_insights.py) yourself (it is readable) and run it in an isolated environment. Confirm the API endpoints are only graph.facebook.com and graph.threads.net and that no unexpected external hosts are contacted. Recommended actions: request the author correct metadata (explicit required env vars), replace hard-coded paths with variables or instructions to use a safe known path, avoid using permanent tokens if possible, and run the script in a controlled/test account first.
Capability Analysis
Type: OpenClaw Skill Name: tw-fashion-social-manager Version: 1.0.8 The skill bundle contains instructions in SKILL.md that direct the AI agent to execute shell commands, including package installation and running a script that reads sensitive credentials from a .env file. It features hardcoded absolute file paths (e.g., /Users/shangweilin/...) which indicates poor security hygiene and potential execution failures or path traversal risks. While the Python script fetch_insights.py appears to legitimately interact with Meta and Threads APIs, the pattern of instructing an agent to perform shell operations on sensitive configuration files is a high-risk capability that could be exploited if the agent is prompted to deviate from the script's logic.
Capability Tags
requires-oauth-tokenrequires-sensitive-credentials
Capability Assessment
Purpose & Capability
The skill's stated purpose (Taiwan fashion social & Meta ad insights) matches the included Python script, README, and reference data which call Facebook/Instagram/Threads APIs. However the package metadata declares no required environment variables or credentials even though the script and README clearly require META_ACCESS_TOKEN, META_PAGE_ID, META_IG_ACCOUNT_ID and THREADS_* credentials. Declaring no env requirements is inconsistent and misleading.
Instruction Scope
SKILL.md instructs operators to run a Python script and to export variables from a hard-coded, user-specific .env path (/Users/shangweilin/projects/openclaw/.env). It also sets a specific PYTHONPATH pointing at a user library and runs the script from the user's ~/.openclaw workspace. These absolute paths can cause the agent to read local files that may contain unrelated secrets and indicate the instructions were written for a single developer environment rather than general use. The instructions also write reports and update agent-managed files (references/brand-context.md) in the user's workspace.
Install Mechanism
No install spec is provided (instruction-only plus included script). That's lower risk than arbitrary remote installs. The included Python script is readable, uses standard libraries (requests, pandas), and calls official Graph API endpoints (graph.facebook.com, graph.threads.net). There are no obfuscated downloads or remote execution hosts in the bundle.
Credentials
The skill requires multiple high-privilege tokens (META_ACCESS_TOKEN / Page Access Token, THREADS_ACCESS_TOKEN, plus PAGE_ID / IG account ids) to function, but the registry metadata declares none. The README even recommends creating a 'permanent' Business system user token. Requesting permanent tokens is potentially risky — short-lived scoped tokens or an explicit declaration of required env vars should be used. The SKILL.md command that greps a specific .env file for META_ variables also risks exposing other environment content if the path is not what the author intended.
Persistence & Privilege
always:false and model invocation is allowed (normal). The skill writes reports to ~/.openclaw/workspace/socialMediaManager/reports and expects to update an agent-managed memory file (references/brand-context.md). That means it will persist data into the user's workspace; this is expected for analytics scripts but the user should be aware the agent will create/modify files under ~/.openclaw and the skill references agent-updated state.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install tw-fashion-social-manager
  3. After installation, invoke the skill by name or use /tw-fashion-social-manager
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.8
- 新增 README.md,補充文件說明與使用指引 - 其餘功能與核心流程維持不變
v1.0.7
**重要修正:新增 macOS/Python3 執行環境與路徑指引** - 加入專為 macOS `/usr/bin/python3` 執行的詳細環境、套件安裝和執行教學。 - 說明必須從非 repo 目錄(如 `/tmp`)執行,明確設定 `PYTHONPATH`,避免 openclaw 內 numpy 衝突。 - 補充檔案環境變數載入規則(僅取 `.env` 中前綴 META_ 之變數)。 - Python 套件安裝教學改為標準 `python3 -m pip install` 用法。 - 內容數據與工作模式無更動,僅更新環境設定相關章節。
v1.0.6
tw-fashion-social-manager 1.0.6 變更摘要 - 新增專屬「環境設定」章節,明訂執行 Python 腳本流程(自動偵測 python/python3 指令、套件安裝、SKILL 路徑定位)以避免執行錯誤。 - 將核心數據(跨平台互動率、廣告格式效能、文案長度、發佈時段、漏斗分配、社交證明、標籤庫等)直接內嵌於 SKILL.md,查詢更直觀迅速。 - 精簡及明確模式判斷與觸發條件,提升回應泛用性(自動偵測各類社群或廣告需求均會主動啟用 skill)。 - 完善文案、標籤、時間表等核心模式內容,增強數據引用與具體執行細則。 - 更新重要提醒,強
v1.0.5
**本次為每週數據分析自動化重大升級版** - 新增 `scripts/fetch_insights.py`,自動抓取 IG/FB/Threads 數據並產出 Excel 週報。 - 移除對手動上傳 PDF 週報的依賴,所有分析直接以腳本產生的 Excel 資料為依據。 - 模式八流程全面更新,改為先執行數據抓取腳本,提取貼文表現、互動率、觸及人數後再分析規劃。 - 若自動抓取失敗,會主動透過 Discord 通知錯誤原因。 - 報告流程同步優化,避免資料重複或遺失,Excel 將自動以日期命名。
v1.0.4
No changes detected in this version. - No file changes were made for version 1.0.4. - Functionality and documentation remain the same as the previous version.
v1.0.3
- 新增 references/brand-context.md,導入「品牌記憶」檔案支援。 - 每週社群分析與內容規劃流程(模式八)增加「步驟零」:先讀取 brand-context.md,確保主題連貫、避免重複、優先採用下週預告。 - 規劃內容日曆時,必須參考品牌的目前推廣進度、避免近 3 週重複主題,同一商品每週切換不同溝通角度。 - 自動追蹤與寫回品牌主題進度歷程,包含主題、漏斗、平台重心,並維護已用過主題及產品推廣週期。 - 若 brand-context.md 不存在,會自動建立並初始化。
v1.0.2
**新增自動週報與平台支援的重大更新!** - 新增「模式八:每週自動社群分析與內容規劃」,包含讀取週報 PDF、數據診斷、下週日曆、素材清單、Discord 報告自動發送等完整工作流程 - 支援 Threads 平台於文案撰寫、標籤策略與數據分析中 - description 增加了自動分析、每週報告、內容日曆等觸發條件 - 強化下週內容日曆與素材需求規劃細節 - 添加執行流程提醒與自動歸檔機制,避免重複分析
v1.0.1
tw-fashion-social-manager 1.0.1 - 新增跨平台有機互動率等相關數據,強化選擇 TikTok/IG/FB 等平台時的策略建議 - 增加「平台選擇建議」模式,依據品牌資源和受眾給出平台優先順序與適用情境 - 明確區分各種工作模式(撰寫文案、標籤策略、發佈時間、漏斗設計、廣告診斷、在地化等) - 重申所有建議都需提供具體數據依據,避免空泛建議 - 調整內容組織結構,使工作流程與數據參考條目更清楚易查
v1.0.0
- 首次發行:台灣服飾社群媒體與 Meta 廣告策略專家 skill。 - 依據 47,000+ 真實廣告數據,協助文案、標籤、發佈時間與三層廣告漏斗規劃。 - 提供專業台灣在地化行銷建議與電商社群推廣框架。 - 內建貼文健診工具、廣告成效數據參考與具體執行流程。 - 覆蓋 FB/IG/TikTok,專注服飾品牌成長,操作流程均附詳細數據依據。
Metadata
Slug tw-fashion-social-manager
Version 1.0.8
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 9
Frequently Asked Questions

What is tw fashion social manager?

台灣服飾品牌的社群媒體與 Meta 廣告策略專家。基於 47,000+ 則真實廣告數據,協助規劃貼文內容、廣告文案、標籤組合、發佈時間、三層漏斗策略與台灣在地化行銷。當使用者提到任何下列需求時,都應主動使用此 skill:寫貼文、寫廣告文案、規劃社群內容、選標籤、排發佈時間、設計廣告漏斗、Meta/IG/FB/T... It is an AI Agent Skill for Claude Code / OpenClaw, with 224 downloads so far.

How do I install tw fashion social manager?

Run "/install tw-fashion-social-manager" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is tw fashion social manager free?

Yes, tw fashion social manager is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does tw fashion social manager support?

tw fashion social manager is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created tw fashion social manager?

It is built and maintained by shangweilin7 (@shangweilin7); the current version is v1.0.8.

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