ripple-env

ARIA audit focused on AI agents and skills configuration

ARIA audit focused on CI/CD workflows

ARIA audit focused on Nix/Flake configuration

Run comprehensive codebase audit with ARIA orchestrator

Quick codebase scan with ARIA (discovery only, no team deployment)

Generate task backlog from previous ARIA audit findings

Build ROS2 packages with colcon

Validate the Nix flake configuration

Execute tasks from the ARIA task backlog

Run ROS2 package tests with colcon

Update project dependencies (Nix and Pixi)

This directory contains sample agents for the AIOS (AI Agent Operating System) platform.

This file configures Claude Code's behavior for system architecture and framework design.

Cross-file configuration analysis and inconsistency detection using database queries and AST patterns

This file defines how agents collaborate and hand off tasks.

This file configures Claude Code's behavior for codebase analysis and cross-cutting concerns.

This file configures Claude Code's behavior when working on CI/CD and infrastructure tasks.

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This file configures Claude Code's behavior when working on Nix and environment configuration.

This file configures Claude Code's behavior when identifying and resolving package conflicts, and enforcing Pixi-first package management.

This file configures Claude Code's behavior for pre-implementation verification and validation.

This file configures Claude Code's behavior when working on robotics/ROS2 tasks.

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This file configures Claude Code's behavior when diagnosing and fixing CI/CD workflow failures.

AI-powered development tools configuration and usage

AIOS Agent Operating System and Cerebrum SDK for building, deploying, and orchestrating AI agents

Enforce Nix + Pixi + direnv + Home-manager configuration patterns

DevOps skills for CI/CD, GitHub workflows, and infrastructure automation

Distributed systems tools including NATS messaging, libp2p networking, and Temporal workflows

Holochain DHT development for distributed coordination. Activate when: (1) Building Holochain applications (hApps), (2) Writing Zome code in Rust, (3) Configuring conductor and lair-keystore, (4) Working with DHT entries and links, or (5) Setting up Holochain development environment.

Identity management and authentication systems. Activate when: (1) Configuring Keycloak realms/clients, (2) Writing OPA policies, (3) Managing Vault secrets, (4) Implementing OIDC/OAuth2 flows, or (5) Setting up RBAC/ABAC authorization.

AI model inference and serving. Activate when: (1) Setting up LocalAI or vLLM, (2) Configuring model serving, (3) Working with GGUF/GGML models, (4) Implementing inference pipelines, or (5) Optimizing model performance.

Kubernetes deployment and management. Activate when: (1) Creating or modifying K8s manifests, (2) Working with Helm charts, (3) Configuring ArgoCD GitOps, (4) Managing cluster resources, or (5) Troubleshooting pod/service issues.

LLM testing and evaluation tools including promptfoo, trulens, and evals frameworks

Messaging and event-driven architecture. Activate when: (1) Working with NATS pub/sub, (2) Configuring Temporal workflows, (3) Implementing event sourcing, (4) Setting up message queues, or (5) Designing async communication patterns.

Multi-model orchestration for ARIA. Activate when dispatching tasks to different LLM providers (OpenAI, local models, cloud providers) or when optimizing cost/latency tradeoffs.

Nix flakes, home-manager, and reproducible environment management

Monitoring and observability tools including Prometheus, OpenTelemetry, and Netdata

Package conflict identification and Pixi-first dependency management

Use flynt to convert old Python string formatting to f-strings. Activate when: (1) Converting %-formatting to f-strings, (2) Converting .format() calls to f-strings, (3) Modernizing string concatenation to f-strings, (4) Improving code readability through f-string adoption, or (5) Batch-converting legacy Python codebases.

Use pyupgrade to automatically upgrade Python syntax to newer versions. Activate when: (1) Migrating code from Python 2 to 3, (2) Removing deprecated syntax like 'class Foo(object)', (3) Converting old-style string formatting to f-strings, (4) Updating type hints to modern union syntax (X | Y), (5) Removing obsolete __future__ imports, or (6) Upgrading to a newer Python minimum version.

Use ruff to lint, format, and modernize Python code. Activate when: (1) Fixing PEP 8 violations, (2) Removing unused imports, (3) Upgrading deprecated Python syntax (UP rules), (4) Auto-fixing code quality issues, (5) Formatting Python files, or (6) Replacing Flake8, isort, pyupgrade, autoflake, or Black.

ROS2 Humble development skills for building, testing, and running robotics packages

Rust development tools including PyO3 bindings, sqlx database access, AGiXT SDK, and Rust-Python interop

CI/CD workflow failure diagnosis and automated repair skills