Use when you want to understand what reviewers actually enforce on a repo, discover undocumented team standards, onboard to a new codebase's culture, create a coding conventions skill from real review patterns, audit a mined skill, or verify that conventions are accurate. Trigger on "what do reviewers care about", "extract conventions from PRs", "mine review feedback", "what patterns does this team enforce", "create a conventions guide from PR history", "team standards from code reviews", "PR feedback analysis", "what does the team prefer", "audit this skill", "verify the conventions", "check if these quotes are real", "is this skill accurate".
EnglishGenerate high-quality analysis, plans, or designs by running a structured bakeoff. N agents independently produce solutions in isolated worktrees, M critics review each from orthogonal angles, then synthesize the best elements into a composite. Use when the problem is ambiguous, high-stakes, or benefits from multiple perspectives. Triggers: bakeoff, diverge-converge, independent analysis, multi-perspective review, competitive analysis, adversarial review, stress-test a plan.
EnglishUse when asked to review a branch, PR, or implementation where the quality of the approach itself is in question — not just code style, but whether the technique or design is sound. Also use when the user expresses suspicion about an approach and wants independent verification, or says: look up, research, what do others do, good practice, validate approach.
EnglishUse when reviewing a project's public surface for implementation details that leaked through.
English
AGENT SKILLS ATLASIncludes Convention Mining, Diverge Critique Converge, Review with Research, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Convention Mining
Use when you want to understand what reviewers actually enforce on a repo, discover undocumented team standards, onboard to a new codebase's culture, create a coding conventions skill from real review patterns, audit a mined skill, or verify that conventions are accurate. Trigger on "what do reviewers care about", "extract conventions from PRs", "mine review feedback", "what patterns does this team enforce", "create a conventions guide from PR history", "team standards from code reviews", "PR feedback analysis", "what does the team prefer", "audit this skill", "verify the conventions", "check if these quotes are real", "is this skill accurate".
Diverge Critique Converge
Generate high-quality analysis, plans, or designs by running a structured bakeoff. N agents independently produce solutions in isolated worktrees, M critics review each from orthogonal angles, then synthesize the best elements into a composite. Use when the problem is ambiguous, high-stakes, or benefits from multiple perspectives. Triggers: bakeoff, diverge-converge, independent analysis, multi-perspective review, competitive analysis, adversarial review, stress-test a plan.
Review with Research
Use when asked to review a branch, PR, or implementation where the quality of the approach itself is in question — not just code style, but whether the technique or design is sound. Also use when the user expresses suspicion about an approach and wants independent verification, or says: look up, research, what do others do, good practice, validate approach.
Reviewing Abstraction Boundaries
Use when reviewing a project's public surface for implementation details that leaked through. Triggers on: leaky abstraction, implementation detail exposed, coupling to dependency, file extension choice, config key naming, API surface review, public interface audit, dependency name in user-facing surface, internal detail leaked, would this break if we swapped libraries
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 Convention Mining 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.