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Copilot AI commented Nov 4, 2025

Created in-depth documentation of all technical skills, technologies, and engineering patterns utilized across the 300+ file codebase (50K+ LOC analyzed).

Deliverables (7 files, 136KB)

Core Documentation

  • SKILLS_DOCUMENTATION.md (37KB) - Complete catalog of 15 skill categories with code examples
  • TECHNICAL_DEEP_DIVE.md (20KB) - Architecture patterns (DDD, CQRS, Saga), implementation details
  • FILE_TO_SKILLS_MAPPING.md (22KB) - Granular file-to-skill mapping for 300+ files

Navigation & Reference

  • SKILLS_README.md (6KB) - Entry point with quick navigation
  • SKILLS_INDEX.md (11KB) - Statistics, metrics, quick lookup tables
  • SKILLS_NAVIGATION_GUIDE.md (16KB) - Learning paths, use case scenarios
  • SKILLS_DOCUMENTATION_SUMMARY.md (14KB) - Delivery validation, completeness checklist

Coverage

15 Skill Categories

  • Security: JWT, OAuth, WebAuthn, 2FA, encryption, rate limiting, audit logging
  • Backend: FastAPI (71+ routes), Motor, Pydantic, async/await patterns
  • DevOps: GitHub Actions, Docker Compose, pre-commit hooks, Makefile automation
  • AI/ML: LangChain (6 agents), LangGraph workflows, Ollama, RAG pipeline
  • Database: MongoDB optimization, Redis caching, aggregation pipelines
  • Testing: pytest (44+ test files), integration, E2E, performance tests
  • SRE: Prometheus, Loki, error recovery, circuit breakers
  • Plus: Celery queues, MCP (138+ tools), LiveKit voice, Docling document processing

Technology Stack

  • 100+ technologies documented with examples
  • All dependencies mapped to use cases
  • Architecture patterns explained (Manager, Repository, Factory, Observer, Strategy)

Structure

Documentation organized by:

  • What: Complete skills catalog (SKILLS_DOCUMENTATION.md)
  • How: Implementation patterns and architecture (TECHNICAL_DEEP_DIVE.md)
  • Where: File locations for each skill (FILE_TO_SKILLS_MAPPING.md)

Cross-referenced for portfolio, interview prep, onboarding, and technical reviews.

Original prompt

/task i need you to indepth extracr what all skills are utilised in

every single skill, see the selected branch which have all the latest commit

indepth study every file, i need to cover each and every possible skill, i dont care about how much time how much cost, just everything shall be separately documented

SOME OF THE SKILLS WHICH is to be filled

🛡️ Cybersecurity Engineer

Security implementation

Authentication & authorization

Rate limiting & traffic control

Network & application security

Vulnerability assessment & mitigation

💻 Competitive Programmer

Data structures & algorithms

Problem-solving & logic building

Competitive platforms: LeetCode, Codeforces, GeeksforGeeks

Algorithmic optimization

🌐 Full Stack Developer

End-to-end web development

Backend: Flask (Python), MongoDB

Frontend: Flutter (cross-platform UI)

RESTful APIs & integration

Deployment and scaling

📱 Flutter Developer

Cross-platform mobile app development

UI design with Flutter widgets

State management (Provider, Riverpod, etc.)

API integration & app optimization

⚙️ DevOps Engineer

CI/CD pipelines (GitHub Actions, Jenkins, etc.)

Containerization (Docker, Podman)

Infrastructure automation (Terraform, Ansible)

Monitoring & logging (Prometheus, Grafana)

🐍 Python Backend Developer

Flask & FastAPI frameworks

MongoDB, PostgreSQL integration

Scalable API design

Caching & async optimization

☁️ Cloud Solutions Architect

Cloud-native & microservices design

Multi-cloud / platform-agnostic solutions

Kubernetes & container orchestration

Serverless architectures

🐧 Linux Systems Administrator

Linux distributions (NixOS, Arch, Ubuntu)

System configuration & kernel compilation

Shell scripting & automation

Security hardening & performance tuning

🔧 Site Reliability Engineer (SRE)

System monitoring & incident response

Performance optimization

Observability (metrics, logs, tracing)

Scalability & reliability engineering

🌍 Open Source Developer

Contribution to community projects

Package/library development (PyPI, npm, etc.)

Code review & collaboration

Documentation & testing practices

📱 Android Systems Developer

Kernel & ROM development

Mobile OS-level security

Hardware abstraction layer (HAL) understanding

Custom builds & debugging

🎨 UI/UX Designer

Human-centered design principles

Wireframing & prototyping (Figma, Adobe XD)

Visual design & interaction flows

Accessibility & usability testing

⚡ Performance Optimization

Application performance tuning

Code profiling & refactoring

Accessibility optimization

SEO best practices


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Copilot AI and others added 5 commits November 4, 2025 11:53
…gies and practices

Co-authored-by: rohanbatrain <116573125+rohanbatrain@users.noreply.github.com>
Co-authored-by: rohanbatrain <116573125+rohanbatrain@users.noreply.github.com>
Co-authored-by: rohanbatrain <116573125+rohanbatrain@users.noreply.github.com>
…verables

Co-authored-by: rohanbatrain <116573125+rohanbatrain@users.noreply.github.com>
Co-authored-by: rohanbatrain <116573125+rohanbatrain@users.noreply.github.com>
Copilot AI changed the title [WIP] Document skills utilized in latest commits Add comprehensive skills documentation covering all technologies and engineering practices Nov 4, 2025
Copilot AI requested a review from rohanbatrain November 4, 2025 12:05
@rohanbatrain rohanbatrain marked this pull request as ready for review November 17, 2025 20:54
@rohanbatrain rohanbatrain changed the base branch from feature/ai-agent-orchestration to refactor/cleanup-20251104 November 17, 2025 20:54
@rohanbatrain rohanbatrain merged commit 8c11f5b into refactor/cleanup-20251104 Nov 17, 2025
0 of 4 checks passed
@rohanbatrain rohanbatrain deleted the copilot/document-all-utilized-skills branch November 25, 2025 11:24
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2 participants