Design agent-native applications where agents replace UI users as the primary actor.
EnglishPre-implementation exploration: deep interview, approach comparison, design doc. Use when exploring a vague feature idea, clarifying ambiguous requirements, or comparing approaches before coding. For the full workflow, use /ia-brainstorm.
EnglishStructured code reviews with severity-ranked findings and deep multi-agent mode. Use when performing a code review, auditing code quality, or critiquing PRs, MRs, or diffs.
EnglishDocument solved problems for team reuse. Provides process knowledge for /ia-compound.
EnglishSystematic root-cause debugging with verification. Use for errors, stack traces, broken tests, flaky tests, regressions, or anything not working as expected. For validating bug reports before fixing, use bug-reproduction-validator agent.
EnglishStructural review of documents for gaps, clarity, completeness, and organization.
EnglishVisual design and aesthetic direction for frontend interfaces. Use when building web pages, landing pages, dashboards, or applications where visual identity matters. For React patterns and testing, use react-frontend.
EnglishDefensive Bash scripting for Linux: safe foundations, argument parsing, production patterns, ShellCheck compliance.
EnglishManages project documentation: CLAUDE.md, AGENTS.md, README.md, CONTRIBUTING.md. Use when asked to update, create, or init these context files.
EnglishStructured reasoning modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test decisions, surface assumptions, or enumerate edge…
EnglishNode.js backend patterns: layered architecture, TypeScript, validation, error handling, security, deployment.
EnglishPine Script v6: syntax, performance, error diagnosis, backtesting, visualization. Use when writing or debugging .pine files or TradingView Pine indicators/strategies.
EnglishSoftware implementation planning with file-based persistence (.plan/). Use when asked to plan, break down a feature, or when a task touches 3+ files, has ambiguous scope, or requires architectural decisions. Skip for typos, single-file fixes, and obvious one-shots.
EnglishPostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE.
EnglishProcess code review feedback critically: check correctness before acting, push back on incorrect suggestions, no performative agreement. Use when responding to PR/MR review comments or implementing reviewer suggestions received from others.
EnglishSession retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review session effectiveness.
English
AGENT SKILLS ATLASIncludes Ia Agent Native Architecture, Ia Brainstorming, Ia Code Review, 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
Ia Agent Native Architecture
Design agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, shared-workspace file pattern
Ia Brainstorming
Pre-implementation exploration: deep interview, approach comparison, design doc. Use when exploring a vague feature idea, clarifying ambiguous requirements, or comparing approaches before coding. For the full workflow, use /ia-brainstorm.
Ia Code Review
Structured code reviews with severity-ranked findings and deep multi-agent mode. Use when performing a code review, auditing code quality, or critiquing PRs, MRs, or diffs.
Ia Compound Docs
Document solved problems for team reuse. Provides process knowledge for /ia-compound. Use when documenting a resolved issue, writing up lessons learned, capturing a post-
Ia Debugging
Systematic root-cause debugging with verification. Use for errors, stack traces, broken tests, flaky tests, regressions, or anything not working as expected. For validating bug reports before fixing, use bug-reproduction-validator agent.
Ia Document Review
Structural review of documents for gaps, clarity, completeness, and organization. Use when a brainstorm, plan, spec, ADR, or any doc needs polish before the next workflow
Ia File Todos
File-based todo and task tracking in the todos/ directory. Use when creating, triaging, listing, or managing todo files, tracking work items, managing the backlog, conver
Ia Frontend Design
Visual design and aesthetic direction for frontend interfaces. Use when building web pages, landing pages, dashboards, or applications where visual identity matters. For React patterns and testing, use react-frontend.
Ia Git Worktree
Manage Git worktrees for isolated parallel development. Use when creating, listing, switching, or cleaning up git worktrees, or when needing isolated branches for concurr
Ia Linux Bash Scripting
Defensive Bash scripting for Linux: safe foundations, argument parsing, production patterns, ShellCheck compliance. Use when writing bash scripts, shell scripts, cron job
Ia Markdown Docs
Manages project documentation: CLAUDE.md, AGENTS.md, README.md, CONTRIBUTING.md. Use when asked to update, create, or init these context files. Not for general markdown e
Ia Meta Prompting
Structured reasoning modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test decisions, surface assumptions, or enumerate edge ca
Ia Node.js Backend
Node.js backend patterns: layered architecture, TypeScript, validation, error handling, security, deployment. Use when building REST APIs, REST endpoints, middleware, Exp
Ia Orchestrating Swarms
Coordinate multi-agent swarms for parallel and pipeline workflows. Use when coordinating multiple agents, running parallel reviews, building pipeline workflows, or implem
Ia Php Laravel
Modern PHP 8.4 and Laravel patterns: architecture, Eloquent, queues, testing. Use when working with Laravel, Eloquent, Blade, artisan, PHPUnit, PHPStan, or building/testi
Ia Pinescript
Pine Script v6: syntax, performance, error diagnosis, backtesting, visualization. Use when writing or debugging .pine files or TradingView Pine indicators/strategies.
Ia Planning
Software implementation planning with file-based persistence (.plan/). Use when asked to plan, break down a feature, or when a task touches 3+ files, has ambiguous scope, or requires architectural decisions. Skip for typos, single-file fixes, and obvious one-shots.
Ia PostgreSQL
PostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE.
Ia Python Services
Python patterns for CLI tools, async concurrency, and backend services. Use when working with Python code, building CLI apps, FastAPI services, async with asyncio, backgr
Ia React Frontend
React architecture patterns, TypeScript, Next.js, hooks, and testing. Use when working with React component structure, state management, Next.js routing, Vitest, React Te
Ia Receiving Code Review
Process code review feedback critically: check correctness before acting, push back on incorrect suggestions, no performative agreement. Use when responding to PR/MR review comments or implementing reviewer suggestions received from others.
Ia Refine Prompt
Transforms vague prompts into precise, structured AI instructions. Use when asked to refine, improve, or sharpen a prompt, do prompt engineering, write a system prompt, o
Ia Reflect
Session retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review session effectiveness.
Ia Rust Systems
Rust patterns for CLI tools, backend services, and general application code. Use when working with Rust, Cargo workspaces, axum/tokio services, clap CLIs, async concurren
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After installation, start with a request like:
Use the Ia Agent Native Architecture skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
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- Reported license for the skills shown: MIT. The author’s terms apply.