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A sample helper skill for Libr Assistant.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | sample_helper |
| description | A sample helper skill for Libr Assistant. |
This is a sample helper skill used to verify the per-assistant skill synchronization path during development and testing. It has no runtime impact but ensures the sync mechanism behaves correctly under all conditions.
Analyze installed tools and existing assistant configurations to actively propose and create specialized LibrAgent assistants via agent__create. Use when the user wants to recruit, create, or build a domain expert or specialist agent, utilizing a proactive "Architect" workflow that maps available inventory tools to functional gaps. Not for workspace agents.md (agent-init), teamwork/org, or registering MCP servers.
Parse .trace.json files and correlate with backend events and tool calls. Use when debugging agent behavior, investigating tool call patterns, or validating concurrency limits.
Monitor and enforce the frontend bundle size budget. Use when checking bundle size, preventing regressions, or validating build output against budget constraints.
Audit React Context usage, detect prop drilling, verify compound component patterns. Use when reviewing frontend code for proper Context consumption, checking AgentChatContext/AgentSessionContext usage, or enforcing compound component patterns.
Audit builtin MCP tool implementations against the Tool Design Manifesto. Use when reviewing builtin tools for compliance, checking context_prompt usage, validating text-first MCPResult design, or auditing canonical naming and session isolation correctness.
Run and verify SeaORM database migrations against in-memory SQLite. Use when applying migrations, verifying schema changes, or testing migration correctness.
