Smart Crop Group Photo
Skill ActiveUse AI detection to smart-crop individual portraits from a group photo.
To automatically extract individual headshots from group photos for use in employee directories, badges, or social media profiles.
Features
- AI-powered face detection for smart cropping
- Crops individual portraits from group photos
- Converts cropped images to JPEG format
- Configurable output dimensions and quality
Use Cases
- Creating employee directories with headshots
- Generating profile pictures from team photos
- Extracting images for event attendee badges
- Preparing social media profile images from group shots
Non-Goals
- Performing advanced image editing beyond cropping and conversion
- Detecting and cropping non-human subjects
- Extracting multiple individuals from a single group photo in separate outputs (focuses on the most prominent subject)
Security
- warning:Secret ManagementThe API key is included directly in the example code snippets, which is a security risk if not handled properly by the user. The README does not explicitly detail secure credential management.
Execution
- info:ValidationWhile the API operations are well-defined, there is no explicit mention of input validation for the image URL or operation parameters within the skill's documentation or code examples beyond what the API itself might enforce.
Errors
- info:Error HandlingThe provided code examples show basic error handling for the API client, but the SKILL.md does not detail specific error conditions or recovery steps for the smart crop operation itself.
- info:Actionable error messagesThe API client examples show basic error handling, but the SKILL.md does not detail specific error messages or remediation steps for the smart crop operation itself.
Protocol
- info:Idempotent retry & timeoutsThe provided code examples imply standard API client error handling for retries and timeouts, but specific details on idempotency for the operations are not documented.
Practical Utility
- info:Edge casesWhile the skill performs a defined operation, the SKILL.md does not explicitly document potential edge cases like invalid image URLs or API rate limits, nor specific recovery steps.
Installation
First, add the marketplace
/plugin marketplace add iterationlayer/skills/plugin install skills@iterationlayer-skillsQuality Score
Trust Signals
Similar Extensions
Trader Regime
100Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy
Trading Memory
100Domain knowledge for AI trading memory — Outcome-Weighted Memory (OWM) architecture, 5 memory types, recall scoring, and behavioral analysis. Use when recording trades, recalling similar contexts, analyzing performance, or checking behavioral drift. Triggers on "record trade", "remember trade", "recall", "similar trades", "performance", "behavioral", "disposition", "affective state", "confidence".
TradeMemory Protocol
100Domain knowledge for the Evolution Engine — LLM-powered autonomous strategy discovery from raw OHLCV data. Covers the generate-backtest-select-evolve loop, vectorized backtesting, out-of-sample validation, and strategy graduation. Use when discovering trading patterns, running backtests, evolving strategies, or reviewing evolution logs. Triggers on "evolve", "discover patterns", "backtest", "evolution", "strategy generation", "candidate strategy".
Image Transformation API
100Transform images with resize, crop, smart crop, upscale, remove background, and 20+ operations.
Azure Ai Document Intelligence Dotnet
100Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET".
Qwen Edit
100AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. Provides prompt patterns, parameter tuning, and examples.