Adversarial, axis-separated code review. Runs three isolated passes — Standards (code smells + structure/logic/types/perf), Spec (does it match the issue/PRD), and Adversarial (security + failure-mode red-team) — and never merges or re-ranks their findings. Auto-detects the review target: a PR, a commit, a fixed-point ref diff, pending changes, or a single-pass codebase scan. Refuses to claim anything passes without verification evidence. Triggers on: 'review this', 'code review', 'review the PR', 'review my changes', 'review the diff', 'is this safe to merge', 'aif code review'.
EnglishFast, token-efficient codebase reconnaissance. Given a task, a set of changed files, or a question, it finds the relevant files, their dependents/callers, related tests, and any governing spec/PRD/issue — and returns one concise context report. Divides the tree across parallel subagents when available, falls back to a single sequential sweep otherwise. Use before implementing, debugging, or reviewing, or whenever you need to know where something lives. Triggers on: 'find', 'locate', 'where is', 'scout', 'recon', 'map the codebase', 'gather context', 'what touches'.
EnglishIncludes Aif Code Review and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Aif Code Review
Adversarial, axis-separated code review. Runs three isolated passes — Standards (code smells + structure/logic/types/perf), Spec (does it match the issue/PRD), and Adversarial (security + failure-mode red-team) — and never merges or re-ranks their findings. Auto-detects the review target: a PR, a commit, a fixed-point ref diff, pending changes, or a single-pass codebase scan. Refuses to claim anything passes without verification evidence. Triggers on: 'review this', 'code review', 'review the PR', 'review my changes', 'review the diff', 'is this safe to merge', 'aif code review'.
Aif Recon
Fast, token-efficient codebase reconnaissance. Given a task, a set of changed files, or a question, it finds the relevant files, their dependents/callers, related tests, and any governing spec/PRD/issue — and returns one concise context report. Divides the tree across parallel subagents when available, falls back to a single sequential sweep otherwise. Use before implementing, debugging, or reviewing, or whenever you need to know where something lives. Triggers on: 'find', 'locate', 'where is', 'scout', 'recon', 'map the codebase', 'gather context', 'what touches'.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Aif Code Review skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.