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Software Development Skills

Skill pack
2 skills0 selected
ainative-buildSkills in this pack

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'.

English

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'.

English

Includes Aif Code Review and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills2CategoryengineeringStars0

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

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. 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:

Example request
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.
Software Development Skills | Agent Skills Atlas