An adversarial review agent for testing conclusions or proposed fixes that already have supporting evidence. It tries to disprove the recommended action with counterexamples and checks whether the proposed fallback repeats the original problem.
An agent that writes corrections to OpenSpec planning files after an audit finds problems. OpenSpec is a format for documenting proposed changes and their implementation tasks.
Project instructions for Aria, a research project about AI-driven software development using a defined development methodology. They describe the project’s purpose, documentation boundaries, language rules, and runtime concepts.
A project-status scanner and workflow recommender, described in Chinese, for guiding development work through a ten-step process. It gathers information about Git, progress, specifications, audits, and changes, then proposes a workflow for user approval.
An issue-checking workflow for bug reports, feature requests, and discussions. It verifies the project version, relevant code, reproduction status, and existing branches or pull requests before recommending action.
A newer version of a project-status scanner and workflow recommender, described in Chinese. It mechanically creates a JSON snapshot of project state, then uses that snapshot to recommend a user-approved workflow.
A project-status checker that examines repository changes and related workflow records, then suggests what to do next. It can pass the chosen workflow to another tool after the user confirms it.
LLM applications, RAG systems, prompt pipelines, vector search, and agent orchestration. Use when: building AI features, integrating LLM APIs, designing retrieval systems, prompt engineering. Use PROACTIVELY for LLM features, chatbots, or AI-powered applications. Expects: feature description or AI use case; optionally…
OpenAPI/Swagger spec creation, SDK generation, and developer documentation with versioning and examples. Use when: creating API docs, generating client libraries, adding endpoint examples, versioning APIs. Use PROACTIVELY for API documentation or client library generation. Expects: API source code or endpoint…
RESTful API design, microservice boundaries, database schemas, and performance optimization within a single system. Use when: creating new backend services, designing data models, reviewing architecture for bottlenecks. Use PROACTIVELY when creating new backend services or APIs. NOT for cross-system coordination (use…
Cross-agent context preservation, long-session synthesis, and context window optimization. Use when: coordinating 3+ agents on a shared goal, resuming work after session breaks, context window approaching limits and key decisions must be distilled. NOT for documentation management (use knowledge-manager). Expects…
Project knowledge base design, documentation structure auditing, and AI-DDD methodology alignment. Use when: documenting new features, auditing outdated docs, verifying documentation-codebase alignment, organizing knowledge architecture. NOT for runtime context across agents (use context-manager). Expects…
React Native and Flutter development with native integrations, offline sync, and push notifications. Use when: building mobile features, implementing cross-platform code, configuring app store deployments. Use PROACTIVELY for mobile features, cross-platform code, or app optimization. Expects: feature requirements…
Quality assurance analysis, test strategy design, defect investigation, and risk assessment. Use when: post-implementation quality assessment, designing test plans, debugging production issues, evaluating release readiness. NOT for per-commit code review (use code-reviewer). Expects: code changes or system…
System architecture decisions, multi-service task decomposition, and engineering process design. Use when: planning complex features across services, resolving architecture trade-offs, decomposing epics into tasks, optimizing CI/CD or review workflows. NOT for single-system API/DB design (use backend-architect).…
Interface design, wireframes, design systems, user research, prototyping, and accessibility standards. Use when: creating UI components, designing user flows, building design systems, accessibility auditing. Use PROACTIVELY for design systems, user flows, or interface optimization. Expects: feature requirements or…
Runs before the agent uses a tool for Write, Edit, NotebookEdit, Bash, Read, Edit, Write and MultiEdit tool calls, executing handoff-location-guard.sh, secret-guard.sh and host-docker-logout-guard.sh via bash (4 commands). From 10CG/aria-plugin.
Runs after a tool call finishes for Bash, Read, Edit, Write, MultiEdit and Bash tool calls, executing secret-scan.sh and submodule-gate-telemetry.sh via bash (2 commands). From 10CG/aria-plugin.