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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calibration
Applies decision thresholds for high-confidence inputs or enforces conservative safety margins for low-confidence cases
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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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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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GitHub
learning
Updates local AgentDB vector store with new case patterns while monitoring for bias introduction
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GitHub
testing
Implements comprehensive test suite using Vitest for unit tests and Playwright for E2E tests with safety interception scenarios
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GitHub
github-commit
Create, amend, and manage Git commits with gh CLI including status checks and commit message validation
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GitHub
debugger
Debug JavaScript/TypeScript applications using browser DevTools protocol, VS Code debugger, or Node.js inspector
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GitHub
devops
Manages CI/CD pipelines, linting with ESLint/SonarJS, and release tagging for production deployments
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GitHub
fairness-audit
Validates True Positive Rate and False Positive Rate gaps across demographics using AgentDB metrics
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GitHub
security-audit
Enforces CSP, input sanitization, encryption standards, and GDPR compliance for clinical data
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GitHub
i18n-validation
Validate translation keys exist in both Polish and English locale files before committing. Use when adding new user-facing text or translation keys.
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GitHub
verify-implementation
Comprehensive verification workflow that validates implemented changes against requirements, verifies i18n keys, checks API interface consistency, and tests application flows using browser automation. Use this...
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GitHub
database-migration
Guide through safe database schema modification and migration generation for Drizzle ORM with D1 database. Use when modifying server/database/schema.ts or managing database changes.
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GitHub
ssr-data-fetching
Guide through proper Server-Side Rendering compatible data fetching in Nuxt 4. Use when fetching data in components or implementing data-driven UI.
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GitHub
zod-schema-creation
Guide through creating Zod validation schemas with i18n integration for API request validation. Use when creating API endpoints that need validation.
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