Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap…
EnglishRun a second-model quality gate on staged changes, a skill draft, or any generated output. A cheaper, independent model reviews the primary output for correctness, safety, and completeness before the user sees the final result.
EnglishApply Domain-Driven Design — identify bounded contexts, model aggregates and value objects, map context relationships, and generate implementation…
EnglishSurface architectural deepening opportunities — find shallow modules and refactor them into deep ones using precise vocabulary (module, seam, adapter, depth, leverage, locality). Use when refactoring architecture, reducing coupling, or improving testability.
EnglishUse when entering a new or legacy project for the first time, to scan and localize global skills for project-specific conventions. Triggers on "onboard", "init skills", "localize skills", "project setup", or when Claude detects an unfamiliar codebase that would benefit from adapted workflows.
EnglishDesign and implement Retrieval-Augmented Generation systems — chunking strategy, embedding selection, vector store setup, retrieval pipeline, re-ranking, and…
EnglishRemove AI-generated writing patterns from documents — detects filler openers, hedge phrases, cliché transitions, AI vocabulary, and overused intensifiers, then rewrites them to sound natural.
EnglishAlways-on ambient skill that captures decisions, patterns, entity mentions, and original thinking from the current conversation and writes them to agent memory. Run in parallel — never blocks the main response.
EnglishMutation testing workflow. Systematically mutates source code to verify tests actually catch bugs. Multi-session with progress tracking.
English
AGENT SKILLS ATLASIncludes Agent Evaluate, Cross Modal Review, Deepen Modules, 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
Agent Evaluate
Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap detection
Cross Modal Review
Run a second-model quality gate on staged changes, a skill draft, or any generated output. A cheaper, independent model reviews the primary output for correctness, safety, and completeness before the user sees the final result.
Ddd Model
Apply Domain-Driven Design — identify bounded contexts, model aggregates and value objects, map context relationships, and generate implementation scaffolding
Deepen Modules
Surface architectural deepening opportunities — find shallow modules and refactor them into deep ones using precise vocabulary (module, seam, adapter, depth, leverage, locality). Use when refactoring architecture, reducing coupling, or improving testability.
Mock Generate
Generate mock data and test fixtures from schemas
Naming Improve
Improve variable and function naming with semantic analysis
Owasp Check
OWASP Top 10 vulnerability scanning and remediation
Playwright Automate
Browser automation workflows with Playwright MCP integration
Postman Convert
Convert Postman collections to automated tests with environment preservation
Predict Issues
Proactive problem identification through code analysis and pattern detection
Project Onboard
Use when entering a new or legacy project for the first time, to scan and localize global skills for project-specific conventions. Triggers on "onboard", "init skills", "localize skills", "project setup", or when Claude detects an unfamiliar codebase that would benefit from adapted workflows.
RAG Implement
Design and implement Retrieval-Augmented Generation systems — chunking strategy, embedding selection, vector store setup, retrieval pipeline, re-ranking, and evaluation
Remove AI Tells
Remove AI-generated writing patterns from documents — detects filler openers, hedge phrases, cliché transitions, AI vocabulary, and overused intensifiers, then rewrites them to sound natural.
Remove Comments
Clean obvious and redundant comments from code
Schema Validate
Database schema validation and drift detection across environments
Session Current
View active session status with progress and context information
Session Help
Show help for the session management system and available commands
Session List
List all past development sessions with summaries and timestamps
Session Update
Track progress with timestamps, git status, and todo list updates in current session
Sessions Init
Organize and synchronize session directory structure based on project architecture
Signal Detector
Always-on ambient skill that captures decisions, patterns, entity mentions, and original thinking from the current conversation and writes them to agent memory. Run in parallel — never blocks the main response.
Test Antipatterns
Detect and fix testing anti-patterns for better test quality
Test Async
Async testing patterns with race condition and timing issue detection
Test Mutation
Mutation testing workflow. Systematically mutates source code to verify tests actually catch bugs. Multi-session with progress tracking.
Showing 24 of 30 skills. Use the list’s page controls above to explore the rest.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
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Try it with your agent
After installation, start with a request like:
Use the Agent Evaluate 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.
- License details are not provided in these listings. Check the author’s terms before using the skills.