Monitoring Skills for OpenClaw Agents

Geoskill: Water Quality Remote Sensing

@ruiduobao

Estimate water quality parameters from multispectral satellite imagery using red and green bands, optionally NIR/SWIR, for analysis and report generation.

Geoskill: Forest Health Monitor

@ruiduobao

Monitor forest canopy vitality decline, drought stress, pest damage, or wind throw from multi-temporal spectral indices. Distinguishes short-term fluctuations from persistent decline using historical baselines, persistence state machines, and climate attribution. Use when assessing forest health, detecting anomalies, or planning field sampling.

scavio-google-news

@scavio-ai

Search Google News for headlines by keyword, topic, or publication as structured JSON — headline, source, date, and link. Use for current events, monitoring, and news research. v2 engine, 1 credit per request.

Geoskill: Mine Disturbance Monitor

@ruiduobao

Monitor surface disturbance at mining sites using multi-temporal optical/SAR/DEM data. Detect bare land, pits, dumps, roads, and vegetation removal. Track disturbance objects across years, identify boundary violations, and generate area statistics.

Geoskill: Harmful Algal Bloom Monitor

@ruiduobao

有害藻华监测 — 利用海色/水色遥感反射率监测湖海藻华范围、持续时间和风险等级。 支持 NDCI/FLH/BGI/ARI 多指数，含云/耀斑/浑浊/浅水质量控制、事件追踪、面积统计与预警报告。

Geoskill: Construction Progress Monitor

@ruiduobao

Monitor construction progress from multi-temporal satellite imagery. Classifies project stages (clearing, earthwork, foundation, structure, finishing, completed) using spectral indices and detects stagnation. Use when tracking infrastructure projects, auditing construction timelines, or generating progress reports from remote sensing data.

Geoskill: Urban Expansion Monitor

@ruiduobao

Detect and quantify urban expansion from multi-temporal built-up rasters. Use when the user wants to analyze changes, compare multi-temporal rasters, compute indices, or generate assessment reports.

Geoskill: Crop Condition Monitor

@ruiduobao

Assess crop health from NDVI time series. Use when the user wants to analyze changes, detect hazards, or generate assessment reports.

Geoskill: Mine Reclamation Monitor

@ruiduobao

Analyze vegetation recovery at mining sites by comparing pre-mining and post-reclamation NDVI rasters, generating detailed reports and statistics.

Geoskill: Grassland Degradation Monitor

@ruiduobao

Monitor grassland degradation and recovery trends from multi-temporal vegetation cover, phenology, bare ground and climate baselines. Outputs management zones for restoration prioritization. Use when assessing grassland health, identifying degraded areas, evaluating restoration effectiveness, or generating management recommendations.

Message Tracker Plugin

@wjl1004

Sends formatted tracked messages to Feishu channels via webhook with automatic retry on failure.

Brand Monitor - 品牌舆情监控

@wenxiaoyu

新能源汽车品牌舆情监控 - 自动搜索、分析国内平台的品牌提及情况

OpenClaw Usage Report

@dtsola

OpenClaw usage and performance reporting. Parse session JSONL to answer how long each agent task took, which tools/skills/models were used, and how many tokens were consumed — zero dependency, local only, no cost dimension (token is the primary metric). Read-only: never modifies any file, aggregates statistics only, never leaks conversation content. Use when the user asks about token usage, task duration, slowest tools, skill usage, or per-agent consumption (今天花了多少 token/哪个工具最慢/ 任务耗时/用量报告), or scheduled via cron. 中文：OpenClaw 用量与性能查询。 解析 session JSONL，回答每次 agent 任务耗时、所用工具/技能/模型、token 消耗。零依赖纯本地，不提供成本维度（token 为主指标）。只读：不修改任何 文件，只输出聚合统计，不泄露会话内容。用户问 token 用量、任务耗时、 最慢工具、技能使用、按 agent 消耗时使用。cron 每日日报为可选项，用户 自行设置。

omg

@wscats

反蒸馏被动检测与告警技能 - 监控请求模式，检测潜在的知识蒸馏行为并告警操作者。仅被动检测，不修改任何响应内容。

building-full-social-audit-for-brand

@apidojo-io

Builds a comprehensive social media audit for a brand across all major platforms using apidojo's multi-platform scrapers. Triggers when the user asks to: do a social media audit for a brand, build a full social media presence report, analyze a brand's performance across all social platforms, create a cross-platform social media benchmark, audit a competitor's entire social media strategy, build a social media scorecard for a brand, or create a comprehensive social media analysis covering Twitter Instagram TikTok and YouTube. Returns per-platform metrics, follower counts, engagement rates, content mix, posting frequency, and overall brand health score. Ideal for social media managers, brand strategists, and agency teams doing comprehensive brand audits.

analyzing-competitor-youtube-content-strategy

@apidojo-io

Analyzes a competitor's YouTube channel content strategy and performance using apidojo's YouTube scraper on Apify. Triggers when the user asks to: analyze what a competitor posts on YouTube, see what video types perform best for a competitor, reverse-engineer a competitor's YouTube content calendar, benchmark your YouTube channel against a competitor, identify content gaps vs. a competitor on YouTube, understand what topics drive views for a competitor, or compare subscriber growth and video performance between two YouTube channels. Returns video cadence, format mix, top-performing topics, view benchmarks, and engagement analysis. Ideal for content marketing teams, YouTube strategists, and brand video teams.

analyzing-twitter-sentiment-for-topic

@apidojo-io

Analyzes public sentiment on Twitter/X for any topic, brand, or event using apidojo's Tweet scrapers on Apify. Triggers when the user asks to: analyze Twitter sentiment about a topic, measure public opinion on Twitter, see if sentiment is positive or negative about a brand or issue on X, analyze the emotional tone of tweets about an event, research how Twitter reacts to a news story, measure brand or product sentiment from tweets, or compare sentiment between two competing topics or brands on Twitter. Returns sentiment classification, top positive and negative tweets, volume over time, and key themes. Ideal for PR teams, market researchers, political analysts, and social listening platforms.

extracting-tiktok-comments-for-research

@apidojo-io

Extracts and analyzes TikTok comments from any video or creator using apidojo's TikTok Comments scraper on Apify. Triggers when the user asks to: scrape TikTok comments from a video, analyze what viewers say about a TikTok post, extract comment data for sentiment analysis, find top comments on a viral TikTok video, collect TikTok user feedback from comments, build a dataset of TikTok community reactions, study audience sentiment on TikTok content, or research what a target audience cares about from TikTok comments. Returns commenter username, comment text, likes on comment, reply count, and timestamp. Ideal for market researchers, brand managers, content creators, and academic researchers.

extracting-youtube-comments-for-research

@apidojo-io

Extracts and analyzes YouTube comments for audience research using apidojo's YouTube scraper on Apify. Triggers when the user asks to: extract YouTube comments for research, analyze what viewers say in YouTube comments, scrape comments from a YouTube video for sentiment analysis, find common questions in YouTube comments, research audience feedback from YouTube video comments, extract top comments from a YouTube channel for audience insights, or analyze viewer reactions from YouTube comment sections. Returns comment text, likes on comment, reply count, commenter username, and timestamp. Ideal for content creators, brand researchers, product teams, and audience insight analysts.

Analyzing TikTok Hashtag Performance

@apidojo-io

Analyzes TikTok hashtag performance, reach, and trending content using apidojo's TikTok scraper on Apify. Triggers when the user asks to: analyze a TikTok hashtag, find trending hashtags on TikTok in a niche, see which hashtags perform best for a content type, compare hashtag reach and total view counts on TikTok, identify viral content under a hashtag, research TikTok hashtag strategy for a campaign, find which hashtags a competitor uses most, or determine the best hashtags to use for a TikTok post. Returns hashtag name, total views, top video stats, top creators, and engagement benchmarks. Ideal for social media managers, content strategists, and TikTok growth consultants.

scraping-instagram-comments

@apidojo-io

Extracts comments from Instagram posts using apidojo's Instagram Comments Scraper on Apify. Triggers when the user asks to: get all comments on an Instagram post, scrape Instagram comment data, export comments from an Instagram URL, fetch comment text and engagement from Instagram posts, collect commenter usernames from a post, or download audience reaction data from Instagram content. Returns comment text, like count, reply count, commenter username, verified status, and timestamp. Ideal for sentiment analysts, community managers, and social media researchers.

finding-twitter-spaces-hosts-by-topic

@apidojo-io

Finds Twitter Spaces hosts in a specific topic area using apidojo's Twitter scrapers. Triggers when the user asks to: find Twitter Spaces hosts in a niche, discover people who run Twitter Spaces about a topic, find Spaces hosts to collaborate with or get featured on, identify active Twitter Spaces communities in an industry, find hosts running regular business or tech Spaces on Twitter, build a Twitter Spaces outreach list for thought leadership, or discover Twitter audio show hosts in a professional category. Returns host handle, Space topic focus, frequency signals, co-host network, and audience size indicators. Ideal for thought leaders building audio presence, PR professionals, and community builders.

scraping-instagram-profile-data

@apidojo-io

Scrapes Instagram profile statistics and recent posts for any list of accounts using apidojo's Instagram scraper on Apify. Triggers when the user asks to: get Instagram profile data for an account, fetch follower count and post count for Instagram users, scrape Instagram bio and stats in bulk, export Instagram account metadata, check profile information for a list of Instagram handles, or get engagement data from Instagram profiles. Returns username, follower count, following count, post count, bio, and recent post metrics. Ideal for influencer vetting, brand research, and list enrichment.

monitoring-brand-mentions-on-twitter

@apidojo-io

Monitors and aggregates brand mentions on Twitter/X using apidojo's Tweet and Search scrapers on Apify. Triggers when the user asks to: track mentions of a brand on Twitter, find what people are saying about a company on X, monitor brand sentiment on Twitter, set up brand mention tracking, find customer complaints or praise about a product on Twitter, analyze brand reputation based on tweets, or measure share of voice on X compared to competitors. Returns tweet text, author, engagement metrics, sentiment signals, and timestamps per mention. Ideal for brand managers, PR teams, community managers, and reputation analysts.

Cron Doctor

@suryast

Diagnose and triage cron job failures. Checks job states, identifies error patterns, prioritizes by criticality, generates health reports. Triggers on: cron...

Google News API - Headlines, Publishers, Topics

@scavio-ai

Search Google News for headlines by keyword, topic, or publication as structured JSON — headline, source, date, and link. Use for current events, monitoring, and news research. v2 engine, 1 credit per request.