apify-audience-analysis by apify/agent-skills
npx skills add https://github.com/apify/agent-skills --skill apify-audience-analysis使用 Apify Actors 分析和理解您的受众,从多个平台提取粉丝人口统计数据、互动模式和行为数据。
(无需提前检查)
APIFY_TOKEN 的 .env 文件--env-file 支持)mcpc CLI 工具:npm install -g @apify/mcpc复制此清单并跟踪进度:
任务进度:
- [ ] 步骤 1:确定受众分析类型(选择 Actor)
- [ ] 步骤 2:通过 mcpc 获取 Actor 模式
- [ ] 步骤 3:询问用户偏好(格式、文件名)
- [ ] 步骤 4:运行分析脚本
- [ ] 步骤 5:总结发现结果
根据分析需求选择合适的 Actor:
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| 用户需求 |
|---|
| Actor ID |
|---|
| 最适合 |
|---|
| Facebook 粉丝人口统计数据 | apify/facebook-followers-following-scraper | FB 粉丝/关注列表 |
| Facebook 互动行为 | apify/facebook-likes-scraper | FB 帖子点赞分析 |
| Facebook 视频受众 | apify/facebook-reels-scraper | FB Reels 观看者 |
| Facebook 评论分析 | apify/facebook-comments-scraper | FB 帖子/视频评论 |
| Facebook 内容互动 | apify/facebook-posts-scraper | FB 帖子互动指标 |
| Instagram 受众规模 | apify/instagram-profile-scraper | IG 个人资料人口统计数据 |
| Instagram 基于位置 | apify/instagram-search-scraper | IG 地理标记受众 |
| Instagram 标记网络 | apify/instagram-tagged-scraper | IG 标签网络分析 |
| Instagram 全面分析 | apify/instagram-scraper | 完整的 IG 受众数据 |
| Instagram API 基础 | apify/instagram-api-scraper | IG API 访问 |
| Instagram 粉丝数量 | apify/instagram-followers-count-scraper | IG 粉丝追踪 |
| Instagram 评论导出 | apify/export-instagram-comments-posts | IG 评论批量导出 |
| Instagram 评论分析 | apify/instagram-comment-scraper | IG 评论情感分析 |
| YouTube 观众反馈 | streamers/youtube-comments-scraper | YT 评论分析 |
| YouTube 频道受众 | streamers/youtube-channel-scraper | YT 频道订阅者 |
| TikTok 粉丝人口统计数据 | clockworks/tiktok-followers-scraper | TT 粉丝列表 |
| TikTok 个人资料分析 | clockworks/tiktok-profile-scraper | TT 个人资料人口统计数据 |
| TikTok 评论分析 | clockworks/tiktok-comments-scraper | TT 评论互动 |
使用 mcpc 动态获取 Actor 的输入模式和详细信息:
export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"
将 ACTOR_ID 替换为选定的 Actor(例如 apify/facebook-followers-following-scraper)。
这将返回:
运行前询问:
快速回答(在聊天中显示,无文件):
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT'
CSV:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.csv \
--format csv
JSON:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.json \
--format json
完成后报告:
APIFY_TOKEN not found - 请用户创建包含 APIFY_TOKEN=your_token 的 .env 文件
mcpc not found - 请用户安装 npm install -g @apify/mcpc
Actor not found - 检查 Actor ID 拼写
Run FAILED - 请用户检查错误输出中的 Apify 控制台链接
Timeout - 减少输入大小或增加 --timeout
每周安装量
1.7K
代码仓库
GitHub 星标数
1.6K
首次出现
2026年1月28日
安全审计
安装于
opencode1.6K
codex1.6K
gemini-cli1.5K
github-copilot1.5K
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kimi-cli1.5K
Analyze and understand your audience using Apify Actors to extract follower demographics, engagement patterns, and behavior data from multiple platforms.
(No need to check it upfront)
.env file with APIFY_TOKEN--env-file support)mcpc CLI tool: npm install -g @apify/mcpcCopy this checklist and track progress:
Task Progress:
- [ ] Step 1: Identify audience analysis type (select Actor)
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the analysis script
- [ ] Step 5: Summarize findings
Select the appropriate Actor based on analysis needs:
| User Need | Actor ID | Best For |
|---|---|---|
| Facebook follower demographics | apify/facebook-followers-following-scraper | FB followers/following lists |
| Facebook engagement behavior | apify/facebook-likes-scraper | FB post likes analysis |
| Facebook video audience | apify/facebook-reels-scraper | FB Reels viewers |
| Facebook comment analysis | apify/facebook-comments-scraper | FB post/video comments |
| Facebook content engagement | apify/facebook-posts-scraper |
Fetch the Actor's input schema and details dynamically using mcpc:
export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"
Replace ACTOR_ID with the selected Actor (e.g., apify/facebook-followers-following-scraper).
This returns:
Before running, ask:
Quick answer (display in chat, no file):
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT'
CSV:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.csv \
--format csv
JSON:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.json \
--format json
After completion, report:
APIFY_TOKEN not found - Ask user to create .env with APIFY_TOKEN=your_token mcpc not found - Ask user to install npm install -g @apify/mcpc Actor not found - Check Actor ID spelling Run FAILED - Ask user to check Apify console link in error output Timeout - Reduce input size or increase --timeout
Weekly Installs
1.7K
Repository
GitHub Stars
1.6K
First Seen
Jan 28, 2026
Security Audits
Gen Agent Trust HubWarnSocketPassSnykWarn
Installed on
opencode1.6K
codex1.6K
gemini-cli1.5K
github-copilot1.5K
cursor1.5K
kimi-cli1.5K
99,500 周安装
| FB post engagement metrics |
| Instagram audience sizing | apify/instagram-profile-scraper | IG profile demographics |
| Instagram location-based | apify/instagram-search-scraper | IG geo-tagged audience |
| Instagram tagged network | apify/instagram-tagged-scraper | IG tag network analysis |
| Instagram comprehensive | apify/instagram-scraper | Full IG audience data |
| Instagram API-based | apify/instagram-api-scraper | IG API access |
| Instagram follower counts | apify/instagram-followers-count-scraper | IG follower tracking |
| Instagram comment export | apify/export-instagram-comments-posts | IG comment bulk export |
| Instagram comment analysis | apify/instagram-comment-scraper | IG comment sentiment |
| YouTube viewer feedback | streamers/youtube-comments-scraper | YT comment analysis |
| YouTube channel audience | streamers/youtube-channel-scraper | YT channel subscribers |
| TikTok follower demographics | clockworks/tiktok-followers-scraper | TT follower lists |
| TikTok profile analysis | clockworks/tiktok-profile-scraper | TT profile demographics |
| TikTok comment analysis | clockworks/tiktok-comments-scraper | TT comment engagement |