GitHub
refactor-setup
리팩토링 환경 구성. worktree 생성, 코드 리뷰, 리팩토링 계획 문서 작성. "리팩토링 셋업", "리팩토링 준비" 요청 시 사용.
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数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
translate-politely
사용자가 번역을 요청한 단어를 정중한 표현의 영어로 번역한다.
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GitHub
data-model-reviewer
Analyze and Refactor TypeScript data models. Detect duplication, improve type safety, and validate relationships in interfaces/types.
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GitHub
component-design-reviewer
Reviews React components and provides improvement suggestions. Use when you need code review, component review, structure improvement, refactoring, or component separation.
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GitHub
strategic-code-reviewer
DRY, KISS, SRP 원칙에 대해서 코드 리뷰를 수행합니다. 코드 품질 검토, 리팩터링 기회 식별, 중복 코드 감지, 복잡한 로직 단순화에 특화되어 있습니다.
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GitHub
privacy-encryption
Encrypts patient payload using AES-256-GCM cryptographic algorithm for HIPAA compliance
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GitHub
git
Execute Git commands including status, diff, log, branch, checkout, merge, and stash operations
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GitHub
reliability-engineering
Implements error boundaries, crash reporting, graceful failure handling, and system observability for high-availability applications
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GitHub
ml-optimization
Optimizes TensorFlow.js WebGPU backend, WebLLM offline inference, and implements memory safety for heavy ML models
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GitHub
image-preprocessing
Normalizes image histograms to preserve melanin features using Canvas API before analysis
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GitHub
image-verification
Validates image file signatures using Magic Bytes and calculates SHA-256 cryptographic hash
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GitHub
audit-trail
Commits transaction hash to immutable AgentDB ledger for complete audit trail of clinical analysis
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GitHub
feature-extraction
Extracts vector embeddings for fairness analysis using MobileNetV3 with FairDisCo disentanglement
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GitHub
segmentation
Isolates skin regions from background clutter using calibrated thresholds for downstream analysis
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GitHub
similarity-search
Retrieves 10 similar historical cases from AgentDB vector store for RAG-based diagnosis support
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GitHub
goap-orchestrator
Central Goal-Oriented Action Planning orchestrator that plans and executes clinical analysis pipelines
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GitHub
calibration
Applies decision thresholds for high-confidence inputs or enforces conservative safety margins for low-confidence cases
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GitHub
git-worktree
Manage Git worktrees for working on multiple branches simultaneously without cloning the repository
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GitHub
lesion-detection
Classifies skin conditions including Melanoma and Basal Cell Carcinoma using TF.js MobileNetV3
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GitHub
risk-assessment
Synthesizes lesion data and historical cases into a comprehensive risk profile using WebLLM SmolLM2
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GitHub
web-verification
Grounds clinical diagnosis via live medical literature search using Google Search Tool
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GitHub
skin-tone-detection
Classifies patient skin tone using Fitzpatrick/Monk scale with Gemini 3 Flash and outputs confidence score
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GitHub
github-release
Create GitHub releases with version tags, release notes, and changelog generation from merged PRs
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GitHub
recommendations
Generates actionable clinical advice (max 25 words) calibrated for patient skin tone using WebLLM or Gemini
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。