SKILL.md
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- Design architecture - Plan a new agent-native system from scratch
- Files & workspace - Files as universal interface, shared workspace patterns
- Tool design - Primitive tools, dynamic capability discovery, CRUD completeness
- Domain tools - When to add domain tools vs stay with primitives
- Execution patterns - Completion signals, partial completion, context limits
- System prompts - Define agent behavior, judgment criteria
- Context injection - Inject runtime app state into agent prompts
- Action parity - Ensure agents can do everything users can do
- Self-modification - Enable agents to safely evolve themselves
- Product design - Progressive disclosure, latent demand, approval patterns
- Mobile patterns - iOS storage, background execution, checkpoint/resume
- Testing - Test agent-native apps for capability and parity
- Refactoring - Make existing code more agent-native
- Review / checklists - Architecture checklist, anti-patterns, success criteria
Pick a number or describe what you want. Wait for the response before proceeding.
After reading the reference, apply those patterns to the user's specific context.
<reference_index>
Reference Files
Core patterns:
references/architecture-patterns.md— Event-driven, unified orchestrator, agent-to-UI; full coverage of the five principles
references/files-universal-interface.md— Why files, organization, context.md
references/mcp-tool-design.md— Tool design, dynamic capability discovery, CRUD
references/from-primitives-to-domain-tools.md— When to graduate primitives to domain tools
references/agent-execution-patterns.md— Completion signals, partial completion, context limits
references/system-prompt-design.md— Features as prompts, judgment criteria
Disciplines:
references/dynamic-context-injection.md— Runtime context injection
references/action-parity-discipline.md— Capability mapping, parity workflow
references/shared-workspace-architecture.md— Shared data space, UI integration
references/product-implications.md— Progressive disclosure, latent demand, approval
references/agent-native-testing.md— Testing outcomes, parity tests
references/checklists.md— Architecture checklist, anti-patterns, success criteria
Platform-specific:
references/mobile-patterns.md— iOS storage, checkpoint/resume, cost awareness
references/self-modification.md— Git-based evolution, guardrails
references/refactoring-to-prompt-native.md— Migrating existing code
</reference_index>