AI / ML
Public Place Group Emotion Index (Exhibition / Mall) | 公共场所群体情绪指数（展览/商场）
Using fixed cameras in malls, exhibition halls, scenic areas and other public places, the system analyzes facial expressions of multiple people in the scene in real time (with anon…
AI / ML
Student Classroom Engagement Analysis | 学生课堂情绪参与度分析
Using a fixed classroom camera, the system analyzes students' facial expressions (focused, confused, happy, frustrated, bored, etc.), computes a class-level overall engagement scor…
Research
pattern-first
For any content creator who wants to turn "gut feeling" into calibrated predictions. **The methodology is universal**—the loop of score → blind-predict → T+3d retro → evolve the ru…
General
ads-youtube
YouTube Ads analysis covering campaign types, creative quality, audience targeting, and measurement. Evaluates video ad performance across skippable, non-skippable, bumper, Shorts,…
Data
duckdb-analytics
Runs analytical SQL over Parquet/CSV/JSON without a warehouse. Replaces pandas for data wrangling, joins S3 data in-place, builds local data marts, or embeds OLAP into an app. Hand…
Data
statsfm
Music data analysis tool for Spotify and Apple Music, powered by the stats.fm API. Explains what listening data means — computes shares, normalizes periods, and contextualizes ever…
Data
awcms-mini-visitor-analytics
Handles any part of the AWCMS-Mini visitor analytics epic (Issues #617-#624). Use when modifying VISITOR_ANALYTICS_* config, session/event/rollup schemas, identity/UA/bot helpers, …
Business
audit-digital-growth
Audit digital marketing performance across analytics, websites, apps, funnels, attribution, paid and organic channels, CRM, retention, private-domain operations, and AI marketing w…
Research
overseas-trending-search
Searches X, TikTok, and YouTube for trending content matching any keyword (Chinese or English), returning a unified list with platform, title, author, metrics, and links. Outputs g…
Productivity
marketing-os-setup
Generates a Marketing OS: a markdown-based second brain and control center that centralizes campaign context, channels, offers, analytics, and routines for any agent to reference a…
Web
pp-setlist-fm
Every Setlist.fm endpoint, plus offline analytics no API call can return — tour shape, song frequency, what's overdue, setlist prediction. Trigger phrases: `predict the setlist`, `…
Content
ig
Full-lifecycle Instagram content system with 13 sub-skills, 6 agents, and 100-point scoring. Generates Reels, Stories, Carousels, hooks, captions, affiliate posts, and calendars op…
Business
manager-effectiveness-scorecard
Diagnose manager effectiveness by combining span of control, team friction, engagement, and promotion rate into a 0-100 composite score with risk bands and actionable flags. Accept…
Data
customer-journey-analytics-concepts
Conceptual guidance for Adobe Customer Journey Analytics (CJA) - explains core concepts (connections, data views, datasets, identity, stitching), helps design data modeling and con…
Web
m13v-client-website
End-to-end workflow for building or rebuilding client websites: SEO audit, content extraction, Next.js scaffolding, real media assets, structured data, SEO guide pages, component i…
Productivity
plane
Observes team behavior by synthesizing API data into insights on real-world performance under pressure. Surfaces cycle velocity versus plan, ownership churn, reviewer gate strength…
Data
savvy
Integrates with Savant Labs analytics: answers usage questions, designs and builds new flows from natural language, applies live edits, and inspects or exports existing workflows. …
Data
consultando-sql
Execute analytical SQL queries on the database via natural language for ad-hoc questions on rankings, aggregations, distributions, trends, and table joins. Converts questions to SQ…
Business
sales-validateidea
Validate Idea landing-page smoke tests: build a validation page with drag-and-drop or AI, connect a custom domain, and measure demand via analytics, session replays, and sign-up fo…
Productivity
skill-usage-stats
Analyze Claude Code session history to see which skills you actually use. Shows invocation counts, last-used dates, highlights never-used skills, and suggests deletion candidates. …
Research
research-platform
Aggregates an operator's owned analytics, public metrics, and prior evaluations into a sourced evidence base for X, LinkedIn, TikTok, YouTube, and Instagram. Tags every data point …
Security
sap-data-privacy-analytics-ai-protocol
Coordinates data privacy, analytics, and AI governance across SAP landscapes, covering PII handling in Datasphere, analytics exports, RAG pipelines, embeddings, and model outputs. …
Data
regretted-attrition-analyzer
Analyzes CSV termination data to identify patterns between regretted and unregretted exits: top correlated factors (department, manager, tenure, performance, level), stated reasons…
Automation
x-twitter-scraper
Integrates with the X API for tweet search, user lookups, engagement metrics, follower extraction, trending topics, and write actions including posting, liking, DMs, and media uplo…
Business
advertising-promotions-manager
Handles advertising and promotions strategy: builds media plans from objectives and budgets, briefs and evaluates creative work, negotiates with agencies and vendors, validates att…
Productivity
activitywatch-automated-time-tracker
ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ Gi…
Data
gsc-pull
Pulls Google Search Console data via API to generate weekly performance tables with deltas, top movers, click-loss attribution, query-page mismatches, and segmentation by brand, po…
Automation
lark-base
Handles Lark Base operations via lark-cli: search, table/field management, record CRUD, views, sharing links, history, roles, forms, dashboards, and workflows. Converts legacy +tab…
Research
aeo-analytics-free
Track brand visibility across AI assistants by scanning target prompts for mentions and citations, monitoring trends over time, and surfacing optimization opportunities. Uses free-…
Business
sp-smart-proposal
Analyzes Smart Proposal MySQL data and proposalState JSON for usage patterns, funnel metrics, SKU/package mix, pricing bands, cross-sell trends, and HubSpot deal attribution. Suppo…
Data
pp-ga4
Every GA4 Data API endpoint, plus saved report profiles, drift detection, schema search, and quality guards no other... Trigger phrases: `ga4 report`, `google analytics report`, `w…
Data
awcms-visitor-analytics
Tracks visitor analytics for awcms: session/event schemas, identity/UA/bot helpers, middleware collection, geolocation enrichment, rollups, retention jobs, and admin dashboard endp…
Data
fabric-analytics-engineering
Reviews Fabric analytics engineering artifacts for warehouse T-SQL quality, dimensional modeling correctness, semantic model architecture, DAX optimization, and data transformation…
Data
lead-quality-pattern-analysis
Red flag detection frameworks for lead quality analysis across GA4 behavioral data. Identifies bot traffic, no-shows, and conversion patterns using five structured analysis framewo…
Research
parallax-make-house-view
Generates a synthesized Parallax house view by combining macro analyst and telemetry outputs across 14 markets, routes it through confirmation, and saves to the active directory wi…
Web
sales-buffer
Integrates Buffer's GraphQL API for scheduling posts across 11 networks, managing queues/drafts, and retrieving analytics or engagement metrics. Handles rate-limit planning, legacy…
Research
task-profile
Analyzes AI coding session logs to build a structured task profile, surfacing usage patterns, success rates, friction points, and token spend. Outputs profile.csv, explorer.html wi…
Data
bilibili-pro
Bilibili public data queries and analysis via MaxHub API, covering 40 endpoints for videos, subtitles, UP profiles, comments, danmaku, live rooms, and collections. Supports content…
DevOps
blog-google
Google API integration for blog performance data: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console, indexing status, GA4 traffic, NLP entity analysis, …
Data
customer-intelligence-report
Generates customer intelligence reports from meeting transcripts and community discussions, surfacing recurring themes, pain points, and stalled members with verbatim quotes. Produ…
Business
exchek-analytics
Compliance analytics for the ExChek Engine. Generates audit readiness scores, tracks posture trends, highlights pipeline gaps and risk clusters by destination or ECCN, produces exp…
Data
google-cloud-solution-agentic-analytics-spark-knowledge-catalog
Designs and deploys governed, secure agentic analytics across multi-cloud and on-premises environments, federating data from Databricks, Snowflake, Salesforce, SAP, and Oracle via …
Automation
twilio-sendgrid-webhooks
Implement SendGrid Event Webhooks to capture all 11 delivery and engagement events. Includes webhook handlers, ECDSA signature verification, batched processing, and debugging workf…
Data
data-scientist-anton-abyzov-specweave
Statistical modeling and data analysis specialist for A/B testing, causal inference, customer analytics (CLV, churn), anomaly detection, experiment tracking, and data visualization…
Testing
magpie-flaky-test-triage
Detects flaky tests from GitHub Actions history by analyzing workflow outcomes over a time window, calculating per-job failure rates, and separating intermittent issues from consis…
Productivity
github-dashboard
GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief asks for a GitHub repo dashboar…
Data
powerbi-ingest
Power BI ingestion adapter that executes DAX queries via REST or captures report screenshots, returning data fragments or embedded images with source_period stamps. Fail-closed: mi…
Testing
boolti-mixpanel-validator
Validate and suggest Mixpanel event implementations for Boolti AppTracker following official conventions. Triggered by requests to add, modify, or review tracking code for AppTrack…
Data
ga4-lead-quality-investigation
Cross-references GA4 behavioral signals against Google Ads campaign settings to diagnose lead quality problems. Applies red-flag frameworks and hypothesis testing to surface issues…
Productivity
personal-prod-tool-pro
Enterprise-grade productivity toolkit for data analysis, reporting, statistics, and visualization. Outputs ready-to-use structured results with built-in error handling. Supports Ch…
Data
quant-review
Senior quantitative analyst that audits analytics pipelines for mathematical rigor, statistical soundness, and data quality across accuracy, completeness, uniqueness, consistency, …
Testing
armstat
Lightweight per-arm turn-log analyzer reporting billable turns, HTTP status counts, cache metrics with 5m/1h split, token-weighted hit rate, and thinking budget. Safe on live NDJSO…
Data
data-scientist-core
经营体检+数据分析引擎。四层架构(L1便捷入口14个→L2语义路由27模式→L3引擎12模块43方法→L4叙事22方法)。覆盖归因/因果推断/分群/漏斗/时序/预测/经营决策/过程诊断/SVG可视化/HTML体检报告。输入CSV+分析目标，输出结构化分析+图表+洞察+行动建议。On-demand only — read SKILL.md when user …
Design
sales-uxpressia
Helps teams build and align on customer personas, journey maps, impact maps, and service blueprints inside UXPressia, with AI-assisted generation and data imports from analytics pl…
Data
sentiment-radar
Multi-platform sentiment monitoring that gathers public opinions from Chinese and English sources, then produces structured reports tracking product mentions, pricing issues, compa…
Data
dv-query
Bulk reads, multi-page iteration, and analytics over Dataverse data via the Python SDK and Web API. Use when the user wants to read, list, filter, aggregate, group, join, or analyz…
Research
cursor-plugin-posthog-finding-experiments
Resolves a PostHog experiment reference from natural language to a concrete experiment ID by browsing experiment lists with disambiguation when multiple matches exist. Handles name…
Data
graph-analytics
Graph analytics on SPARQL/RDF graphs: project to a directed NodeGraph then run PageRank, centrality, k-core, community detection, SCC, acyclicity checks, or topological sort using …
Data
metric-analyst
Use when the task involves defining, calculating, or implementing business metrics or KPIs. Covers KPI definition, SQL metric logic, Excel formulas, churn, retention, revenue, conv…
Research
geo-analyzer
Analyzes brand visibility across generative AI engines by querying multiple models, measuring mention frequency, sentiment, source citations, and competitive positioning. Produces …
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