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Outline Open Source Team Knowledge Base and Wiki
Productivity
Outline is a fast, collaborative knowledge base for teams built with React and Node.js. It provides real-time editing, Markdown support, and a rich API for integration.
Client Correspondence Form and Access Templates
Content
Templates for client correspondence regarding form and access under German civil law (BGB).
Web Frontend Performance Review
Development
Performance review of web frontend: LCP/CLS/INP, bundle size, re-renders, heavy effects, embeds, mobile GPU; findings are measured and fixed.
Confusion Matrix Generator
Data & AI
Automates confusion matrix generation for ML training, including code and configurations.
Finalize and Create PR
Development
Runs quality checks, creates meaningful commits, and handles the complete workflow to create a pull request.
Release Notes for piinuts/gaze
Documentation
Draft GitHub release notes with curated narrative, past-tense PR-anchored prose, and North-Star tie.
Go code review for fzuhelper-server
Development
Code review skill for the fzuhelper-server Go backend using Hertz and Kitex. Analyzes branch changes and provides structured feedback.
Threat Modeling Expert
Security
Expert in threat modeling, security architecture review, and risk assessment. Proficient in STRIDE, PASTA, attack trees, and security requirement extraction.
Product Requirement Plan Generator
Development
Generates comprehensive PRPs for feature implementation, combining codebase analysis and external research for one-pass development.
Pytest Mocking Strategy
Testing
Master mocking strategy for pytest: autospec, AsyncMock, mock factories, and what to never mock. Includes decision matrix for mocking vs real objects.
Update Pull Request
Development
Updates an existing pull request with new changes, syncs with the base branch, and refreshes the PR description.
Threat Analysis (STRIDE/PASTA)
Security
Systematically identifies and analyzes threats using STRIDE or PASTA frameworks. Generates a threat catalog, attack trees, abuse cases, and a prioritized risk register. Useful when modeling security threats or performing risk assessments.