development-best-practices
Core development principles including anti-hallucination, anti-hardcoding, error handling, logging, testing, and security standards. Use during feature design, implementation, and code review to ensure code qua...
Browse published AI skills maintained by onshoreoutsourcing. Compare skill descriptions and follow each source repository for setup instructions.
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Core development principles including anti-hallucination, anti-hardcoding, error handling, logging, testing, and security standards. Use during feature design, implementation, and code review to ensure code qua...
Track and analyze implementation velocity metrics (actual vs estimated hours, defects per wave, test coverage trends, completion rates) to provide data-driven estimates for remaining work. Records wave completi...
Validate repository has development branch workflow with main branch protection configured per agent-guide-development-branch-setup.md. Returns validation status and recommendations. Use before starting work, d...
Analyze coverage of business requirements across feature plans, wave plans, and implementations to ensure completeness. Creates traceability matrices mapping requirements to features/waves/user stories, identif...
Validate that newly designed or implemented features conform to existing architectural patterns, design decisions (ADRs), and technical standards. Includes pattern validation, ADR compliance checking, technolog...
Calculate Use Case Points (UCP) for software development work using Onshore's v4.0 complete coverage methodology. Includes work item classification (stories/tasks/bugs/tests), transaction counting, Technical Co...
Safe Azure DevOps operations wrapper using Azure DevOps MCP server. Validates operations before execution, provides rollback support, and enforces work item management best practices. Use for work item operatio...
Branching strategy guide for Lighthouse LM agentic development. Provides branch selection guidance based on work type (epic/feature/wave), scope, and Progressive Coherence principles. Use when starting new work...
Create Azure DevOps work items (Epics, Features, User Stories) from generated markdown documentation with automatic UCP calculation and parent-child linking. Use when creating epics in DevOps, creating features...
Configure repository with development branch workflow, main branch protection, and PR validation per agent-guide-development-branch-setup.md. Executes setup steps atomically. Use for new repository setup, fixin...
Validates that wave tasks build upon existing implementations in logical dependency order
Safe git operations wrapper using Git MCP server. Validates operations before execution, provides rollback support, and enforces agentic development workflow. Use for branch creation, commits, merges, and pushe...
Verify consistency and alignment across multiple documentation artifacts (epics, features, waves, ADRs, architecture docs) to detect conflicts, gaps, duplication, and misalignment. Identifies when new features...
Update Azure DevOps work items after implementation completion by linking git commits, adding implementation summaries, and updating status to 'Ready for Testing'. Use when completing a task, finishing a user s...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.