codebase-review-swarm

Runs quote-grounded multi-track codebase audits with coverage closure and critic validation.

Updated Sep 14, 2026
One-click install
npx skills add https://github.com/pandejesal/drone-nav-sar --skill codebase-review-swarm-pandejesal
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: codebase-review-swarm
Source: https://github.com/pandejesal/drone-nav-sar/tree/main/.swarm/bundled-skills/codebase-review-swarm
Command: npx skills add https://github.com/pandejesal/drone-nav-sar --skill codebase-review-swarm-pandejesal

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve? Deep codebase reviews often produce shallow, hallucinated, or unverifiable findings. This Skill enforces an evidence-gated review workflow where every claim must cite exact file paths, line numbers, and verbatim quotes, and no report is written until full coverage closure is reached. ## Core Features & Use Cases - Phase 0 Inventory: Maps directories, manifests, dependencies, public surfaces, trust boundaries, tests, UI, and AI/MCP surfaces before any review begins. - Selectable Review Tracks: Run focused or combined audits for functionality, security and supply chain, testing, UI/accessibility, performance/observability, AI slop, or enhancement opportunities, with depth that never dilutes across tracks. - Multi-Stage Validation: Explorer candidates are filtered by reviewer validation, inline critics for CRITICAL/HIGH findings, and a mandatory final whole-report critic before the report is written. - Use Case: Ask for a security and supply-chain audit of a repository; the skill inventories the codebase, checks dependencies against OWASP ASVS 5.0.0 and SLSA v1.2, validates each finding with quoted evidence, and writes a verified report under .swarm/review-v8 without modifying source files. ## Quick Start Ask the agent to run $codebase-review-swarm at the repository root to perform a comprehensive codebase review, then choose your review tracks when prompted after the Phase 0 inventory.

Frequently Asked Questions about codebase-review-swarm

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a comprehensive codebase review with an AI agent?

Invoke $codebase-review-swarm at the repository root. It runs a Phase 0 inventory of directories, dependencies, surfaces, and trust boundaries, then stops so you can select review tracks before generating quote-grounded findings.

What security standards does this code review skill apply?

It applies OWASP ASVS 5.0.0 for web controls, OWASP Top 10 for LLM Applications 2025 for AI and MCP surfaces, SLSA v1.2 and OpenSSF Scorecard checks for supply chain, WCAG 2.2 AA for accessibility, and OpenTelemetry for observability.

Can I install this skill in Claude Code, Codex, or OpenCode?

Yes. Copy the codebase-review-swarm folder into .claude/skills/, .agents/skills/, or .opencode/skills/ in the target repository, or into the equivalent user-global directory. Each host discovers the SKILL.md entry point automatically.

Does the codebase review modify or fix my source files?

No. The skill is strictly read-only for source files. It writes review artifacts and the final report only under .swarm/review-v8/runs/<run_id>/, and remediation is out of scope unless you start a separate implementation task.

Why does the review stop after Phase 0 inventory?

The stop is a deliberate gate so you can choose one of ten review modes, such as security focus or enhancement-only. This prevents wasted effort on unselected tracks while guaranteeing selected tracks receive full-depth treatment.

When should I not use this review workflow?

Avoid it for ordinary bug fixes, feature implementation, or quick PR comments. It is a heavy, multi-pass audit designed for full-repo or large-subsystem reviews where evidence-grounded findings justify the extra passes.