Analytics

data-storyteller

by dkyazzentwatwa

Transform CSV/Excel data into narrative reports with auto-generated insights, visualizations, and PDF export. Auto-detects patterns and creates plain-English summaries.

Ai Content Analytics

by omer-metin

coolhunter

by rfxlamia

Trend intelligence and cultural signal detection for emerging news and behaviors. USE WHEN: Researching latest news (48h), identifying cultural/tech/consumer shifts before mainstream adoption, analyzing emerging trends with advanced elicitation. PRIMARY TRIGGERS: "coolhunt [topic]" = Full research workflow (5 steps) "trend analysis" = Deep analysis with elicitation methods "news scan [topic]" = Quick news gathering WORKFLOW: Request → Web Research → Elicitation Selection → Analysis → Report OUTPUT: Markdown report with headline, summary, fact-check, and behavioral analysis saved to coolhunter-output/report-{datetime}/{title}.md

finance-manager

by ailabs-393

Comprehensive personal finance management system for analyzing transaction data, generating insights, creating visualizations, and providing actionable financial recommendations. Use when users need to analyze spending patterns, track budgets, visualize financial data, extract transactions from PDFs, calculate savings rates, identify spending trends, generate financial reports, or receive personalized budget recommendations. Triggers include requests like "analyze my finances", "track my spending", "create a financial report", "extract transactions from PDF", "visualize my budget", "where is my money going", "financial insights", "spending breakdown", or any finance-related analysis tasks.

business-analytics-reporter

by ailabs-393

This skill should be used when analyzing business sales and revenue data from CSV files to identify weak areas, generate statistical insights, and provide strategic improvement recommendations. Use when the user requests a business performance report, asks to analyze sales data, wants to identify areas of weakness, or needs recommendations on business improvement strategies.

csv-data-visualizer

by ailabs-393

This skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data profiling. It provides comprehensive tools for exploratory data analysis using Plotly for interactive visualizations.

dehallucination

by axiomantic

"Verify claims, references, and assertions are grounded in reality. Triggers: 'does this actually exist', 'is this real', 'did you hallucinate', 'verify these references', 'check if this is fabricated', 'reality check', 'ground truth'. Invoked as quality gate by roundtable feedback, Forge workflow, and after deep-research verification."

pywayne-cv-geometric-hull-calculator

by wangyendt

Geometric hull calculator for 2D point sets supporting convex hull, concave hull (concave-hull, alphashape), and minimum bounding rectangle. Use when working with pywayne.cv.geometric_hull_calculator module to compute geometric hulls, visualize results with OpenCV or matplotlib, and generate random test point sets.

finding-dead-code

by axiomantic

Use when reviewing code changes, auditing new features, cleaning up PRs, or user says "find dead code", "find unused code", "check for unnecessary additions", "what can I remove".

pywayne-visualization-rerun-utils

by wangyendt

Static 3D visualization utilities wrapping Rerun SDK for adding point clouds, trajectories, cameras, planes, and chessboards. Use when visualizing 3D data in Rerun, including SLAM trajectories, robot poses, camera calibration targets, and debug visualizations. All methods are static and do not require viewer instance management. For SE(3)/SO(3) matrix operations, use pywayne-vio-se3 or pywayne-vio-so3 skills.

pywayne-visualization-pangolin-utils

by wangyendt

3D visualization toolkit wrapping Pangolin viewer for real-time display of point clouds, trajectories, cameras, planes, chessboards, and images. Use when visualizing sensor data (IMU, SLAM, tracking), robot states, or any 3D data with camera poses and trajectories. Supports dual-image display, step mode for debugging, and main camera following.

deep-research

by axiomantic

Use when researching complex topics, evaluating technologies, investigating domains, or answering multi-faceted questions requiring web research. Triggers: "research X", "investigate Y", "evaluate options for Z", "what are the best approaches to", "help me understand", "deep dive into", "compare alternatives".

autonomous-roundtable

by axiomantic

"Meta-orchestrator for Forged autonomous development: decompose projects into features, execute through DISCOVER→DESIGN→PLAN→IMPLEMENT→COMPLETE, convene roundtables, coordinate skills."

pywayne-vio-tools

by wangyendt

VIO (Visual Inertial Odometry) data processing utilities for SE(3) pose conversion and 3D visualization. Use when working with SE(3) matrices and need pose representation conversion (tx,ty,tz,qw,qx,qy,qz), 3D visualization of pose trajectories with orientation arrows, or Visual Inertial Odometry data transformation and analysis

distilling-prs

by axiomantic

"Use when reviewing PRs to triage, categorize, or summarize changes requiring human attention. Triggers: 'summarize this PR', 'what changed in PR #X', 'triage PR', 'which files need review', 'PR overview', 'categorize changes', or pasting a PR URL. Uses heuristic pattern matching to classify changes by review priority. For deep code analysis, use advanced-code-review instead."

pywayne-plot

by wangyendt

Enhanced spectrogram visualization tools for time-frequency analysis. Use when creating spectrograms, spectral analysis, or time-frequency plots for signals including IMU data (accelerometer, gyroscope), physiological signals (PPG, ECG, respiration), vibration analysis, and audio processing. Supports frequency unit conversion (Hz/bpm/kHz), multiple normalization modes (global/local/none), and MATLAB-style parula colormap.

pywayne-cv-apriltag-detector

by wangyendt

AprilTag corner detection for camera calibration and pose estimation. Use when working with pywayne.cv.apriltag_detector module to detect AprilTag fiducial markers in images, with automatic library installation via gettool, drawing detection results with corners and IDs, and support for both file paths and numpy arrays.

fractal-thinking

by axiomantic

Adaptive recursive thought engine for deep exploration. Invoked by other skills (brainstorming, fact-checking, debugging, deep-research) when they need to deeply explore uncertainty, systematically decompose complex questions, or gain certainty about multi-faceted problems. Triggers: "think deeply about", "explore this recursively", "I need certainty about", "decompose this question", "what am I missing". Also invoked programmatically with a seed, intensity, and checkpoint mode. NOT for: simple questions with known answers, linear task execution, or file-by-file code review.

email-sender

by AIDotNet

使用SMTP发送带附件的邮件，支持HTML模板、多收件人和文件附件。基于nodemailer。

next

by rube-de

Triage open GitHub issues and recommend what to work on next. Builds a dependency graph from issue bodies, detects circular dependencies, ranks unblocked issues by weighted scoring (blocks-others, priority, type, age, milestone), and presents top candidates for interactive selection. Triggers: what should I work on next, triage backlog, next issue, pick next task, recommend issue, prioritize issues.

svg-art

by kv0906

Create SVG graphics through programmatic code generation. Use this skill when the user asks to create icons, logos, illustrations, diagrams, data visualizations, generative art, patterns, fractals, or any vector graphics. Provides executable Python scripts for grids, radial patterns, fractals, waves, particles, charts, icons, and optimization.

argus-build-diagnostics

by tuist

Diagnose xcodebuild builds using argus. Use this instead of parsing xcodebuild output to avoid filling the context window. Query build errors, warnings, slowest targets, bottlenecks, implicit/redundant dependencies, and dependency graph with linking information for optimization analysis.

echarts

by rebyteai-template

Knowledge about pyecharts chart creation, HTML report generation, and visualization best practices

Bankr Agent - Market Research

by BankrBot

This skill should be used when the user asks about "token price", "market data", "technical analysis", "sentiment", "trending tokens", "price chart", "market cap", "token research", "what's the price of", "analyze token", or any market research query. Provides guidance on token research, analysis, and market intelligence.