分析
分析、报表与可视化
Learning Analytics Dashboard
Eli-yu-first
"Builds learning analytics dashboards tracking student progress, engagement, and at-risk identification"
experiment-tracking
eyadsibai
Use when "experiment tracking", "MLflow", "Weights & Biases", "wandb", "model registry", "hyperparameter logging", "ML experiments", "training metrics"
px-asset-extract
JadeLiu-tech
Extract individual assets from images (slides, posters, infographics, diagrams) as transparent PNGs with a JSON manifest. Zero ML models, pure classical CV (PIL+numpy). Automatically segments, classifies (text, illustration, icon, graphic, line, dot, diagram, shadow, element), and crops each element with anti-aliased alpha transparency. Supports type filtering (--types/--exclude-types) and pre-computed region extraction (--regions) for bridging with visual grounding models. Trigger on 'extract assets from image', 'decompose slide into elements', 'get all icons from poster', 'extract illustrations', 'segment and crop', 'pull out individual elements', or when the user has an image and wants individual transparent PNGs of each element.
mixing-techniques
SpiralCloudOmega
Professional mixing techniques for REVITHION STUDIO — gain staging, bus routing, parallel compression, send effects, VCA grouping, automation, Scheps Rear Bus, and stem export in JUCE C++.
dask
eyadsibai
Use when "Dask", "parallel computing", "distributed computing", "larger than memory", or asking about "parallel pandas", "parallel numpy", "out-of-core", "multi-file processing", "cluster computing", "lazy evaluation dataframe"
flow-management
ayeo-io
Priorities across issues, blockers and the digest. Load when a question spans issues.
dependency-grapher
famaoai-creator
Generate dependency graphs (Mermaid/DOT) from project files.
SakJules-SakSit-ga4-to-sheets-dashboard
beer-sakthai
"Pull Google Analytics 4 metrics into Google Sheets for live business reporting. One-shot or cron-ready."
executing-plans
ederheisler
Use when you have a written implementation plan to execute in a separate session with review checkpoints
onboard
coreindustries
"Onboard a new contributor to the project with a guided walkthrough."
budget-variance-tracker
famaoai-creator
Compares actual spend and revenue against forecasts. Provides variance analysis and corrective insights to ensure financial discipline.
@tank/web-analytics-consent
tankpkg
"Privacy-compliant web analytics and cookie consent. Covers tool selection
codeeagle-status
imyousuf
Show CodeEagle knowledge graph indexing status and statistics including node/edge counts, types, and git branch info.
dashboard-review
Mayor-s-Office-of-Innovation
Audit an existing data dashboard, chart deck, or data visualization for accuracy, source integrity, denominator/population conflation, presentation simplicity, and neutral tone — then harden it before it is shared or published. Run this AFTER an initial dashboard/visualization has been built (not while scaffolding — use web-dev for that, which also covers accessibility). Triggers on requests like "review this dashboard," "is this chart honest/clear," "check the data and sources," "reduce cognitive load," "tighten before I share it." Produces a severity-ranked findings doc and applies fixes only on confirmation.
codeeagle-review
imyousuf
Review code changes and diffs against codebase conventions using CodeEagle's knowledge graph. Use for code review, convention checking, and identifying missing tests.
project
OttawaCloudConsulting
Project orchestrator for explicit use only. Bootstraps progress.txt, reports project state, validates existing Project artifacts, and recommends the next Project skill. Use only when the user explicitly invokes $project or asks to use this skill for project status/routing.
verify
srobroek
Run and report a final local verification pass. Use when asked to verify, test everything, check readiness, or prove changes safe to hand off.
evo-executing-plans
rockcookies
Use when you have a written implementation plan to execute in a separate session with review checkpoints
complexity-analyzer
CuriousLearner
Measure and report code complexity metrics with actionable recommendations.
report-generator
CuriousLearner
Generate professional markdown and HTML reports from data with charts, tables, and analysis.
chart-generator
CuriousLearner
Generate charts and visualizations from data using various charting libraries and formats.
csv-processor
CuriousLearner
Parse, transform, and analyze CSV files with advanced data manipulation capabilities.
csp-config-generator
hopeoverture
This skill should be used when the user requests to generate, create, or configure Content Security Policy (CSP) headers for Next.js applications to prevent XSS attacks and control resource loading. It analyzes the application to determine appropriate CSP directives and generates configuration via next.config or middleware. Trigger terms include CSP, Content Security Policy, security headers, XSS protection, generate CSP, configure CSP, strict CSP, nonce-based CSP, CSP directives.
flight-most-booked-destinations
Lap-Platform
"Flight Most Booked Destinations API skill. Use when working with Flight Most Booked Destinations for travel. Covers 1 endpoint."