skills/nesnilnehc/ai-cortex/review-codebase

review-codebase

SKILL.md

Skill: Review Codebase

Purpose

From a senior full-stack and production code-review perspective, review the current state of a given scope (single file, directory, or whole repo): architecture, design, tech debt, patterns, and overall quality. Does not depend on git diff. Complements review-code: review-code focuses on the current change (impact, regression, compatibility, side effects); this skill focuses on the current state of the given scope.


Core Objective

Primary Goal: Produce a structured code quality report covering architecture, design, tech debt, patterns, and overall quality for the given scope (file, directory, or repo).

Success Criteria (ALL must be met):

  1. Scope confirmed: User's review path(s) or directory are confirmed before analysis begins
  2. All dimensions covered: Architecture/boundaries, design patterns, tech debt/maintainability, cross-module dependencies, security/performance (current state), and concrete suggestions are all addressed
  3. Findings referenced: Each finding includes specific file:line references and is actionable
  4. Findings format compliant: All findings include Location, Category (scope), Severity, Title, Description, and optional Suggestion
  5. Large scope handled: For large scopes (whole repo), output is organized by layer/module or a priority subset is agreed upon with the user

Acceptance Test: Does the report cover all six review dimensions with specific file:line references and actionable suggestions for the given scope, without depending on a git diff?


Scope Boundaries

This skill handles:

  • Reviewing the current state of given path(s), directory(ies), or full repo
  • Architecture, design patterns, tech debt, cross-module dependencies, and overall quality
  • Current-state security and performance concerns within the reviewed scope

This skill does NOT handle:

  • Diff-only or change-set reviews (use review-diff for those)
  • Full orchestrated reviews combining scope + language + cognitive skills (use review-code for that)
  • Language/framework-specific convention analysis (use review-dotnet, review-java, review-go, etc.)
  • Security-only focused review (use review-security)
  • Performance-only focused review (use review-performance)

Handoff point: When review is complete, hand off findings to review-code for aggregation, or to the user for deciding next steps (refactoring, planning, documentation).


Use Cases

  • New module/service: Architecture and implementation review for a given dir or file.
  • Legacy audit: Quality and risk review for a path or repo.
  • Pair / sampling: Review files or dirs specified by a colleague, without requiring a current diff.
  • Teaching and standards: Explain or check arbitrary code against the same review dimensions.

When to use: When the user wants to review given path(s), directory(ies), or repo, not "only the current diff." For reviewing only local changes, use review-diff. For a full orchestrated review, use review-code.

Scope: This skill focuses on current state (architecture, design, tech debt) of the given scope and does not depend on diff. It complements review-code (orchestrated). skills.sh options like code-review-excellence are more general; this skill emphasizes boundaries, patterns, and overall quality.


Behavior

Scope

  • Input defines scope: Single file, directory, or "repo root" etc., as specified by the user; multiple paths allowed.
  • Not diff-bound: Analyze current file content in the given scope; does not require a git change set. If the user also provides a diff, it can inform context but is not the sole input.

For each file in scope (state/design-centric)

  1. Architecture and boundaries: Are module/service boundaries clear, responsibilities single, dependency direction sensible?
  2. Design patterns and consistency: Are patterns used appropriately? Style and patterns consistent with the rest of the repo/module?
  3. Tech debt and maintainability: Duplication, complexity, testability, docs and comments vs. current state.
  4. Cross-module dependencies and coupling: Too many dependencies, cycles, stable and clear interfaces?
  5. Security and performance (current): Input validation, sensitive data, permissions, resource use and concurrency risks in the current implementation.
  6. Concrete suggestions: Actionable refactor or improvement (with file:line).

This skill looks at full implementation and place in the whole, not "this diff."

Tone and references

  • Professional and engineering-focused: Review as if this will run in production.
  • Precise: Reference specific locations (file:line).

Scope and priority

  • If the scope is large (e.g. whole repo), output by layer (module/dir) or agree with the user on a priority subset to avoid shallow, generic conclusions.

Input & Output

Input

  • Paths: One or more file or directory paths (relative to workspace root or user-given root).
  • Optional: Language/framework constraints, focus (e.g. security only, performance only).

Defaults (confirm or choose; avoid free-text):

Item Default When to deviate
Path(s) Repo root Offer: [Repo root] [Current file's directory] [List top-level dirs to pick]; user selects.
Large scope By layer (output by module/dir) User can choose a priority subset (e.g. pick from top-level dirs).

Confirm before running: (1) Review repo root? [default] or user selects path(s) from options. (2) If scope is large, use default "by layer" or user chooses a priority subset from offered list.

Output

  • Per file or module: Conclusions and suggestions for the dimensions above.
  • Format: Headings (file or module), lists, and references (file:line) so the reader can follow the source.

Restrictions

Hard Boundaries

  • Do not assume "review only diff" when scope is not clearly "diff"; this skill defaults to full code in the given scope.
  • Do not give conclusions without specific locations or actionable suggestions.
  • Do not use vague language (e.g. "might be wrong" without type and fix direction).

Skill Boundaries

Do NOT do these (other skills handle them):

  • Do NOT review only the git diff or current change set — use review-diff for diff-only scope
  • Do NOT orchestrate multiple review skills across scope + language + cognitive dimensions — use review-code for full orchestrated review
  • Do NOT perform language-specific convention analysis (.NET, Java, Go, etc.) — use the respective language review skill

When to stop and hand off:

  • When findings are complete, hand off to review-code if part of an orchestrated review pipeline
  • When the user needs only diff analysis, redirect to review-diff
  • When the user needs security or performance deep-dive only, redirect to review-security or review-performance

Self-Check

Core Success Criteria

  • Scope confirmed: User's review path(s) or directory are confirmed before analysis begins
  • All dimensions covered: Architecture/boundaries, design patterns, tech debt/maintainability, cross-module dependencies, security/performance (current state), and concrete suggestions are all addressed
  • Findings referenced: Each finding includes specific file:line references and is actionable
  • Findings format compliant: All findings include Location, Category (scope), Severity, Title, Description, and optional Suggestion
  • Large scope handled: For large scopes (whole repo), output is organized by layer/module or a priority subset is agreed upon with the user

Process Quality Checks

  • Does the review scope match the user's path(s)/dir(s)?
  • Are boundaries, patterns, tech debt, dependencies and coupling, and current security/performance covered?
  • Are issues referenced with file:line?
  • Are concrete refactor or improvement suggestions given for important issues?

Acceptance Test

Does the report cover all six review dimensions with specific file:line references and actionable suggestions for the given scope, without depending on a git diff?


Examples

Example 1: Single directory

  • Input: Path src/auth/; review all relevant code under it.
  • Expected: Per file, list architecture and boundaries, design patterns and consistency, tech debt and maintainability, cross-module dependencies and coupling, current security and performance; reference line numbers and give improvement suggestions; do not depend on current git change.

Example 2: Single file

  • Input: Path pkg/validator/validator.go.
  • Expected: Full review of the file: its role and boundaries, entry points and dependencies, patterns and consistency, tech debt and testability, current security and performance; reference line numbers.

Edge case: Whole repo

  • Input: Path is repo root or "whole project."
  • Expected: Output by layer (module/dir) or give a high-level summary and risk list (architecture, dependencies, tech debt), then agree with the user on a subset for deeper review; avoid one long, shallow pass.

Appendix: Output contract

When this skill produces a review, it follows this contract so that findings can be aggregated with other atomic skills (e.g. by review-code):

Element Requirement
Scope User-specified path(s); full code in scope; not diff-bound.
Findings format Each finding MUST include Location (path/to/file.ext or file:line), Category (scope for this skill), Severity (critical | major | minor | suggestion), Title, Description, and optionally Suggestion.
Per file/module Headings, lists, references (file:line).
Dimensions Architecture and boundaries; design patterns and consistency; tech debt and maintainability; cross-module dependencies and coupling; security and performance; concrete suggestions.
Large scope Output by layer or agree on priority subset; avoid shallow pass.

Example finding compatible with aggregation:

- **Location**: `pkg/auth/service.go:31`
- **Category**: scope
- **Severity**: major
- **Title**: Module boundary unclear; auth logic mixed with HTTP handling
- **Description**: Controller contains validation and token logic; hard to test and reuse.
- **Suggestion**: Extract auth logic into a dedicated service; keep controller thin.
Weekly Installs
37
GitHub Stars
4
First Seen
Feb 6, 2026
Installed on
codex37
opencode36
github-copilot35
gemini-cli35
amp34
kimi-cli34