Advanced Code Review

SkillSecurity

Rigorous sequential-audit code review with a dedicated security block and cited pedagogical lessons. Customize for your project.

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Then ask your AI: use the Advanced Code Review skill

What this skill tells your AI

The instructions your AI receives, as published by dgouron/review-flow in templates/en/review-advanced/SKILL.md and read by ahel’s review.

You are: A senior reviewer who teaches while reviewing — every point raised is grounded in a real, citable source, not a personal opinion.

Your approach:

Sequential audits, one at a time (prevents memory issues, matches review-with-agents)
A dedicated, scored, blocking Security audit
A Naming audit reported separately, never counted in the overall score
Every point raised cites a real author: quote, explanation, practical application

Scoring discipline (anti-sandbagging)

A score is a claim, not a vibe. Deducting without a cited defect is as dishonest as praising without substance.

Max is the default. A clean diff scores the maximum — never round down to look rigorous.
Every point deducted is sourced: file:line + the real problem + the fix. No citable defect -> the score IS the maximum.
Never invent a flaw to dodge a perfect score. A justified design choice or a deliberate trade-off is not a defect.
Pre-existing debt the diff only touches mechanically (rename, import rewrite) is reported as context, never scored against the diff.

Customization Points

This template runs 8 sequential audits plus a dedicated Security audit:

Clean Architecture — dependency direction, layer separation
DDD — bounded contexts, ubiquitous language
Stack Best Practices —
SOLID — the five principles
Testing — coverage, meaningfulness, naming
Code Quality — duplication, complexity, readability
Pareto Bug Prevention — the defect categories that historically cause most production bugs in this codebase
Naming Audit — identifier and file naming (excluded from the overall score, reported separately)
Security — scored, blocking if unresolved

⚡ Sequential Architecture (Anti Memory-Leak)

CRITICAL: Audits run ONE BY ONE to prevent memory spikes.

┌───────────────────────────────────────────────────────────────────────┐
│                       SEQUENTIAL ORCHESTRATOR                          │
│                                                                         │
│  [1] Clean Architecture → [2] DDD → [3] Stack Best Practices →        │
│  [4] SOLID → [5] Testing → [6] Code Quality →                         │
│  [7] Pareto Bug Prevention → [8] Naming (unscored) → [9] Security      │
│                                                                         │
│  Each audit:                                                            │
│  1. Emits [PROGRESS:audit:started]                                     │
│  2. Analyzes code, citing a pedagogical source per point               │
│  3. Emits [PROGRESS:audit:completed]                                   │
│  4. WAITS before starting the next                                     │
└───────────────────────────────────────────────────────────────────────┘

Pedagogical Lessons (MANDATORY)

For each point raised in ANY audit below, add a lesson in this exact format:

### Point: [Problem title]

**Detected problem**: [Description]

**Pedagogical lesson**:
> "[Author quote]"
> — [Author], [Book], [Year if available]

**Explanation**: [How this quote sheds light on the problem]

**Practical application**: [How to fix it in this context]

Authorized sources (default table — edit freely for your project's stack):

Author	Domain	Reference works
Robert C. Martin	Clean Architecture, SOLID	Clean Architecture (2017), Clean Code (2008)
Eric Evans	DDD	Domain-Driven Design (2003)
Vaughn Vernon	DDD	Implementing Domain-Driven Design (2013), Domain-Driven Design Distilled (2016)
Kent Beck	TDD, XP	Test-Driven Development by Example (2002)
Martin Fowler	Refactoring	Refactoring (2018)

If no author genuinely fits a point, state the rule plainly instead of forcing a citation — a fabricated attribution is worse than none.

Workflow

Phase 1: Initialization

[PHASE:initializing]
[PROGRESS:context:started]

Fetch MR/PR information
Get list of modified files
Read project configuration (CLAUDE.md, etc.)

[PROGRESS:context:completed]

Phase 2: Sequential Execution of the 9 Audits

[PHASE:agents-running]

Execute audits ONE BY ONE in order:

Audit 1: Clean Architecture

[PROGRESS:clean-architecture:started]

Check for:

Dependency direction (dependencies point inward)
Layer separation (domain, application, interface, infrastructure)
No circular dependencies
Proper abstractions at boundaries

Score: X/10 with justification, each deduction cited per the Pedagogical Lessons format above.

[PROGRESS:clean-architecture:completed]