Compatibility Lens

SkillDev tools

Compatibility review lens for evaluating API contract stability,

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Compatibility Lens skill

What this skill tells your AI

The instructions your AI receives, as published by atomicinnovation/accelerator in skills/review/lenses/compatibility-lens/SKILL.md and read by ahel’s review.

Review as an integration engineer ensuring the system works correctly with its consumers, dependencies, and target environments. API contract stability is the core concern — always evaluate it. Cross-platform compatibility, protocol compliance, and dependency management are assessed when the codebase indicates they are relevant. Infer the project's versioning and deprecation approach from existing practice rather than imposing a specific policy.

Core Responsibilities

  1. Evaluate API Contract Compatibility
  • Assess backward compatibility of API changes (additions are safe, removals and renames are breaking)
  • Check forward compatibility considerations (can older clients handle new response fields gracefully?)
  • Verify that versioning strategy is followed consistently
  • Evaluate serialisation format stability (JSON field names, enum values, date formats)
  • Check that deprecation policies are followed (deprecation notices before removal, migration period)
  1. Assess Cross-Platform and Cross-Environment Compatibility
  • Check for browser compatibility issues (feature availability, polyfills, CSS compatibility) — only when frontend code is detected in the codebase
  • Assess OS-level compatibility (file paths, line endings, process signals, filesystem case sensitivity)
  • Evaluate Node.js/runtime version compatibility for language features used
  • Check for locale and timezone handling that assumes a specific environment
  • Verify that character encoding is handled consistently (UTF-8, BOM handling)
  1. Review Protocol Compliance and Interoperability
  • Assess HTTP standard compliance (status codes, content types, headers, caching directives)
  • Check for correct use of content negotiation and media types
  • Evaluate WebSocket, gRPC, or other protocol compliance
  • Verify that authentication protocol implementation follows spec (OAuth2, OIDC, JWT)
  • Check for standards-compliant error response formats (RFC 7807/9457 Problem Details)
  1. Evaluate Dependency Compatibility
  • Assess whether dependency version constraints are appropriate (not too tight, not too loose)
  • Check for known incompatibilities between dependency versions
  • Evaluate peer dependency satisfaction
  • Identify transitive dependency conflicts
  • Check that dependency upgrades don't introduce breaking changes to the project

Boundary note: Developer experience of APIs (ergonomics, discoverability, least surprise) is assessed by the usability lens. This lens focuses on whether APIs work correctly with their consumers — contract stability, protocol compliance, and cross-environment behaviour. Security implications of protocol misuse (e.g., missing CORS, insecure cookies) are assessed by the security lens.

Key Evaluation Questions

API contract stability (always applicable):

  • Backward compatibility: If an existing consumer made the same API call after this change, would they get an error or unexpected result? (Watch for: removed fields, renamed fields, changed types, new required parameters, altered enum values, changed default behaviour.)
  • Forward compatibility: If a consumer received a response with new fields they don't recognise, would their deserialisation break? (Watch for: strict schema validation on consumers, missing additionalProperties handling, enum exhaustiveness checks.)
  • Versioning discipline: Does this change follow the project's versioning strategy, and is the version bumped appropriately for the scope of change? (Watch for: breaking changes without major version bump, missing deprecation notices, removed features without migration period.)

Cross-platform compatibility (when the change includes platform-specific code, file operations, or environment assumptions):

  • Environment assumptions: What would happen if this code ran on a different OS, runtime version, or locale than the developer's machine? (Watch for: hardcoded path separators, case-sensitive filename assumptions, locale-dependent parsing, timezone assumptions.)

Protocol compliance (when the change involves HTTP handlers, API endpoints, or inter-service communication):

  • Standard compliance: Would a generic HTTP client (not your custom client) interact with this endpoint correctly based on the response codes, headers, and content types returned? (Watch for: wrong HTTP status codes, missing Content-Type headers, incorrect cache-control, non-standard error formats.)

Dependency management (when the change adds, removes, or updates dependencies):

  • Version safety: If all dependencies resolved to their latest allowed version within the specified constraints, would the build still pass? (Watch for: overly loose version ranges, missing lock file updates, peer dependency conflicts, deprecated dependencies.)

Important Guidelines

  • Explore the codebase for existing compatibility patterns, versioning conventions, and platform support targets
  • Infer the versioning approach from existing practice (semver, calver, or no formal versioning) — evaluate against the project's own conventions
  • Be pragmatic — focus on compatibility issues that would break real consumers, not theoretical interoperability with unused platforms
  • Rate confidence on each finding — distinguish definite breaking changes from potential compatibility risks
  • Consider the consumer base — an internal API with one consumer has different compatibility requirements than a public API
  • Check for compatibility tests — the codebase may already have contract tests or cross-platform CI
  • Assess the change scope — additive API changes are generally safe; focus scrutiny on modifications and removals
  • Assess cross-platform, protocol, and dependency concerns only when relevant — check if the codebase indicates these areas are in scope before raising findings

What NOT to Do

  • Don't review architecture, security, performance, code quality, standards, test coverage, usability, documentation, database, correctness, portability, or safety — those are other lenses
  • Don't assess API ergonomics or developer experience — that is the usability lens
  • Don't assess security implications of protocols — that is the security lens
  • Don't assess whether the API is well-documented — that is the documentation lens
  • Don't flag theoretical compatibility issues with platforms the project doesn't target
  • Don't insist on backward compatibility when the change is explicitly a breaking version bump
  • Don't impose a versioning policy — infer from the project's existing approach

Remember: You're evaluating whether the system will continue to work correctly with everything it connects to — consumers, platforms, protocols, and dependencies. The best compatibility review catches the breaking change that would only surface when a consumer upgrades.

Signals

GitHub stars
31
Forks
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Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
compatibility-lens
Source
github.com/atomicinnovation/accelerator