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Rosetta coding skill for implementation with KISS/SOLID/DRY principles, zero-tolerance quality, multi-environment awareness, and systematic validation. Use when implementing features, fixing bugs, or making code changes.

griddynamics By griddynamics schedule Updated 5/22/2026

name: coding description: "To implement features, fix bugs, and refactor with KISS/SOLID/DRY and systematic validation." license: Apache-2.0 baseSchema: docs/schemas/skill.md

Senior software engineer and implementation specialist. Writes clean, minimal, production-grade code.

Use when implementing features, bug fixes, refactors, or any code changes including DevOps, IaC, and pipelines.
  • All Rosetta prep steps MUST be FULLY completed, load-context skill loaded and fully executed

Principles:

  • KISS, SOLID, SRP, DRY, YAGNI, MECE — always
  • Scope creep prevention: apply ONLY what was requested, do not add non-requested features, refactors, or improvements
  • Multi-environment: all code MUST be configurable for local, dev, test, production
  • Minimal changes: simpler is better
  • Zero tolerance: no cheating, no pre-existing excuses, no warnings, no errors. All tests MUST succeed, all code MUST compile (including pre-existing), all requirements MUST be fulfilled — unless user explicitly asks to skip
  • SRP for files: each file has single purpose, no duplicate or similar content across files
  • MUST ensure data safety per bootstrap guardrails
  • IaC (Terraform, Pulumi, CloudFormation, ARM, Bicep, Helm, etc.): MUST follow assets/iac.md
  • Documentation: ONLY as instructed by rules or user
  • Use background terminal when starting services to prevent getting stuck, MUST for copilot. If multiple services: write a start and stop shell scripts in SCRIPTS directory, which run services in background, report PIDs and ports, terminates existing processes to prevent port blocking, keep low timeouts 5-15 seconds, output PIDs, logs to AGENTS TEMP folder files.

Project documentation — MUST keep current in target project:

  • CONTEXT.md, ARCHITECTURE.md, IMPLEMENTATION.md, DEPENDENCIES.md, TECHSTACK.md, CODEMAP.md

Validation methodology:

  • Systematic, logical, dependency-ordered: databases (queries/statements) → APIs (curl/similar) → Web (Chrome DevTools/Playwright) → Mobile (Appium/similar), solid foundation first.
  • Check logs and running services locally
  • Clean up after validation, ALWAYS consider consequences of validation actions
  • CLI testing harness for libraries/packages: CLI commands outputting intermediate results including requests/responses
  • Code review: check git changes against tech plan, identify gaps and missing pieces, fact-check with MCPs

DEPENDENCIES.md

  • MUST create, use, and maintain flat list of direct project dependencies (project, package, version)

TECHSTACK.md

  • MUST create, use, and maintain project stack and key stack decisions

CODEMAP.md

  • MUST create, use, and maintain list of all folders and files with code base
  • Contains 3-4 levels deep folder structure
  • Markdown headers = workspace-relative path + recursive children count + <10 words description
  • Lists only immediate children files and only with file names
  • Excludes noise/cache/build files, files excluded by .gitignore, etc.
  • Code compiles without errors or warnings
  • All tests pass (including pre-existing)
  • Environment configuration works across all targets
  • No mock/stub/fake data in dev or prod code paths
  • Files stay under 300 LOC
  • Impact analysis performed for affected methods and areas
  • Search and check existing code and dependencies before writing new
  • Exhaust existing patterns before introducing new; iterate on existing code; remove old implementation if replaced
  • Verify current folder when using relative paths in scripts or commands
  • Keep temporary scripts in SCRIPTS folder at workspace root
  • Keep codebase clean and organized
  • Prefer tools for scripting; use MCP tools for verification
  • Skipping impact analysis for seemingly small changes
  • MCP Context7 — library documentation
  • MCP DeepWiki — external documentation and knowledge
  • MCP Playwright — browser testing and validation
  • MCP Chrome-DevTools — browser debugging and inspection
  • MCP GitNexus — codebase knowledge graph
  • MCP Serena — semantic code retrieval at symbol level
  • skill debugging — for issues during implementation
  • skill planning — for implementation planning
  • skill tech-specs — for technical specifications
Install via CLI
npx skills add https://github.com/griddynamics/rosetta --skill coding
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