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SkillsMP has collected 106 skills from tranhieutt/software_development_department. Open a skill to review its source and details.
tranhieutt/software_development_departmentShowing 40 of 106 collected skills.
Designs relational and NoSQL database schemas, indexing strategies, migration plans, and data modeling patterns. Use when designing a database or when the user mentions database architecture, schema design, or data modeling.
Provides MLOps patterns for ML CI/CD pipelines, model registries, monitoring, and data drift detection. Use when setting up ML infrastructure or when the user mentions MLOps, model deployment, ML pipeline, or model monitoring.
Provides AWS serverless architecture patterns for Lambda, API Gateway, DynamoDB, SQS, and SAM/CDK. Use when working with AWS serverless files (serverless.yml, CDK stacks) or when the user mentions Lambda, API Gateway, serverless, or AWS SAM.
Designs scalable backend architectures covering microservices, event-driven systems, API gateways, and data stores. Use when designing a backend system or when the user mentions backend architecture, scalability, or distributed systems.
Executes infrastructure deployment operations including Docker, CI/CD, AWS Lambda, SAM, Terraform, and GitHub Actions. Use when dockerizing applications, configuring CI/CD pipelines, or deploying to cloud infrastructure.
Provides Angular best practices for components, modules, services, and reactive patterns. Use when working with Angular TypeScript files, component templates, NgModules, RxJS observables, or when the user mentions Angular, ng, or Angular CLI.
Decomposes a product concept into architectural components, domain systems, data models, and integration boundaries. Use when starting system architecture or when the user mentions system design or component breakdown.
Builds dark-themed TypeScript UIs with accessible color systems, contrast compliance, and responsive design patterns. Use when implementing dark mode or building accessible TypeScript UI components.
Provides NestJS patterns for modules, controllers, providers, guards, interceptors, and microservices. Use when working with NestJS TypeScript files (*.module.ts, *.controller.ts, *.service.ts) or when the user mentions NestJS, Nest.js, or NestJS modules.
Writes blameless postmortems with root cause analysis, incident timelines, contributing factors, and action items. Use when conducting incident reviews or when the user mentions postmortem, root cause analysis, or blameless review.
Provides Prisma ORM patterns for schema design, migrations, query optimization, and relation modeling. Use when working with Prisma schema files (schema.prisma) or when the user mentions Prisma, Prisma migrations, or Prisma queries.
Provides Radix UI patterns for building accessible design systems with headless components, theming, and compound component architecture. Use when building UI with Radix UI primitives or when the user mentions Radix UI, headless components, or accessible…
Persist a gotcha, caveat, or learned lesson about an API, library, or project behavior into the annotations memory. Call this whenever you discover unexpected behavior, non-obvious workarounds, or version-specific bugs — so the next agent session remembers…
Fork-Join Parallelism — decomposes a task into isolated git worktrees, runs subagents in parallel on independent branches, then merges all results. Use when migrating multiple independent files, generating parallel UI components, running concurrent refactors,…
Creates a structured bug report from a description, or analyzes code to identify potential bugs. Ensures every bug report has full reproduction steps, severity assessment, and context.
Auto-generates a changelog from git commits, sprint data, and design documents. Produces both internal and user-facing versions.
Reviews a product design document for completeness, internal consistency, implementability, and adherence to project design standards. Run this before handing a design document to programmers.
Estimates task effort by analyzing complexity, dependencies, historical velocity, and risk factors. Produces a structured estimate with confidence levels.
Emergency fix workflow that bypasses normal sprint processes with a full audit trail. Creates hotfix branch, tracks approvals, and ensures the fix is backported correctly.
Decompose a product concept into individual systems, map dependencies, prioritize design order, and create the systems index.
Generates a contextual onboarding document for a new contributor or agent joining the project. Summarizes project state, architecture, conventions, and current priorities relevant to the specified role or area.
Structured performance profiling workflow. Identifies bottlenecks, measures against budgets, and generates optimization recommendations with priority rankings.
Automatically analyze project state, detect stage, identify gaps, and recommend next steps based on existing artifacts.
Rapid prototyping workflow. Skips normal standards to quickly validate a product concept or mechanic. Produces throwaway code and a structured prototype report.
Generate design or architecture documents from existing implementation. Works backwards from code/prototypes to create missing planning docs.
Analyze a feature or sprint for scope creep by comparing current scope against the original plan. Flags additions, quantifies bloat, and recommends cuts.
Generates a new sprint plan or updates an existing one based on the current milestone, completed work, and available capacity. Pulls context from production documents and design backlogs.
Orchestrate the UI team: coordinates ux-designer and ui-programmer to design, implement, and polish a user interface feature from wireframe to final.
Reviews and designs REST or GraphQL API contracts. Checks endpoint naming, HTTP methods, request/response schemas, authentication, error codes, versioning, and consistency across the API surface.
Reviews database schemas, migrations, and queries for correctness, performance, data integrity, and naming conventions. Checks indexes, constraints, migration safety, and ORM usage patterns.
Generates a comprehensive milestone progress review including feature completeness, quality metrics, risk assessment, and go/no-go recommendation. Use at milestone checkpoints or when evaluating readiness for a milestone deadline.
ALWAYS use this skill when creating or updating pull requests — never create or edit a PR directly without it. Follows conventional commit format for PR titles, descriptions, and issue references. Trigger on any create PR, open PR, submit PR, make PR,...
Generates a sprint or milestone retrospective by analyzing completed work, velocity, blockers, and patterns. Produces actionable insights for the next iteration.
Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening.
Track, categorize, and prioritize technical debt across the codebase. Scans for debt indicators, maintains a debt register, and recommends repayment scheduling.
Socratic deep interview with mathematical ambiguity gating before autonomous execution
Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.
Deploy Puppeteer + headless Chrome to Google Cloud Run — gen2 requirement, Chrome dependencies, Secret Manager mount, launch config, and performance tuning.
Source text: Vietnamese
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
Memory consolidation — 4-phase reflective pass: Orient → Gather → Consolidate → Prune. Scans session transcripts and daily logs for new signals, merges/deduplicates topic files, keeps MEMORY.md under 200 lines. Run after intensive sessions or when memories…