GitHub
framework-architecture
Design and evolve the architecture of the Paracle multi-agent framework. Use when discussing system design, architecture decisions, component structure, or technical debt.
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GitHub
performance-optimization
Optimize API performance, database queries, caching, and profiling. Use when improving system performance to meet
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GitHub
git-management
Expert-level git workflow management, conventional commits, branching strategies, and merge operations. Use for git operations, branch management, and commit standardization.
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GitHub
paracle-development
Develop, test, and maintain the Paracle framework codebase. Use when implementing features, fixing bugs, writing tests, or refactoring framework code.
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GitHub
meta-learning
Continuous learning and improvement system for paracle_meta. Use when you need to record feedback, track quality metrics, or improve generation templates over time.
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GitHub
testing-qa
Write comprehensive tests (unit, integration, e2e), manage test coverage, and ensure code quality. Use when writing tests, improving coverage, or debugging test failures.
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GitHub
workflow-orchestration
Design and implement DAG-based workflows with parallel execution, retries, and error handling. Use when building complex multi-step agent workflows.
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GitHub
agent-configuration
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
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GitHub
agent-configuration
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
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GitHub
meta-capabilities
Advanced AI capabilities for paracle_meta including web search, code execution, MCP integration, and autonomous agent spawning. Use when you need enhanced AI functionality beyond basic generation.
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GitHub
security-hardening
Comprehensive security implementation covering authentication, authorization, input validation, vulnerability detection, compliance, and security standards (OWASP, ISO 27001, SOC2, CWE). Use when securing appli...
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GitHub
security-hardening
Implement authentication, authorization, input validation, and security best practices. Use when securing API endpoints and data.
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GitHub
workflow-orchestration
Design and implement DAG-based workflows with parallel execution, retries, and error handling. Use when building complex multi-step agent workflows.
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GitHub
performance-optimization
Optimize API performance, database queries, caching, and profiling. Use when improving system performance to meet
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GitHub
api-development
Design and implement REST APIs using FastAPI. Use when creating endpoints, request/response schemas, middleware, error handling, or API documentation.
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GitHub
tool-integration
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
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GitHub
workflow-orchestration
Design and implement DAG-based workflows with parallel execution, retries, and error handling. Use when building complex multi-step agent workflows.
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GitHub
security-hardening
Implement authentication, authorization, input validation, and security best practices. Use when securing API endpoints and data.
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GitHub
framework-architecture
Design and evolve the architecture of the Paracle multi-agent framework. Use when discussing system design, architecture decisions, component structure, or technical debt.
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GitHub
release-automation
Expert-level semantic versioning, package publishing, changelog generation, and release orchestration. Use for version management, PyPI/Docker releases, and deployment automation.
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GitHub
testing-qa
Write comprehensive tests (unit, integration, e2e), manage test coverage, and ensure code quality. Use when writing tests, improving coverage, or debugging test failures.
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GitHub
init-reviewer-notes
Create a template file for human reviewers to write free-form feedback before AI code review.
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GitHub
unstuck
Structured problem-solving workflow for debugging. Use after 3 failed attempts at solving an issue, when stuck on a problem, or when encountering repeated errors.
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GitHub
process-reviewer-feedback
Convert free-form reviewer notes to structured feedback format with interactive clarification.
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