Proactive defect-class detection that handles the lower-value half of code review (per Bacchelli and Bird 2013) so human reviewers stay focused on design, intent, and knowledge transfer. Catches convention drift, ordering bugs, type-safety gaps, security and multi-tenant invariants (CWE-grounded), and operability issues against a curated bug-class library before PR packaging. Runs after review-hard, before pr-package. Reduces what external review systems (Greptile, CI) catch and grows its detection library from declined and applied user feedback over time. Use when at least one slice is implemented and you want a proactive codebase-consistency check before PR packaging. Do not use when no implementation has happened yet, the task is still in planning, or the goal is design review (use review-hard for that).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategorySecurityStars0
About this skill
Proactive defect-class detection that handles the lower-value half of code review (per Bacchelli and Bird 2013) so human reviewers stay focused on design, intent, and knowledge transfer. Catches convention drift, ordering bugs, type-safety gaps, security and multi-tenant invariants (CWE-grounded), and operability issues against a curated bug-class library before PR packaging. Runs after review-hard, before pr-package. Reduces what external review systems (Greptile, CI) catch and grows its detection library from declined and applied user feedback over time. Use when at least one slice is implemented and you want a proactive codebase-consistency check before PR packaging. Do not use when no implementation has happened yet, the task is still in planning, or the goal is design review (use review-hard for that).
Quick start
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Proactive defect-class detection that handles the lower-value half of code review (per Bacchelli and Bird 2013) so human reviewers stay focused on design, intent, and knowledge transfer. Catches convention drift, ordering bugs, type-safety gaps, security and multi-tenant invariants (CWE-grounded), and operability issues against a curated bug-class library before PR packaging. Runs after review-hard, before pr-package. Reduces what external review systems (Greptile, CI) catch and grows its detection library from declined and applied user feedback over time. Use when at least one slice is implemented and you want a proactive codebase-consistency check before PR packaging. Do not use when no implementation has happened yet, the task is still in planning, or the goal is design review (use review-hard for that).
About this listing
Category
Security
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI