dynamic-skill-discovery

Dynamic Skill Discovery

This project uses a dynamic skill system managed by the Cyberismo platform. Available skills change based on the current state of project resources, workflow steps, and application context.

Discovering available skills

Before acting on a task, check what skills are available:

1. Call the list_skills tool on the Cyberismo MCP server to see all currently enabled skills. You can filter by category or cardKey if you know the context.
2. Review the returned skill names and descriptions to identify which skills are relevant to the task at hand. Each skill has a scope: global (usable anywhere) or card (enabled for specific cards — pass a cardKey to get_skill).
3. Call the get_skill tool with the skill's name to retrieve full instructions for any skill you need to apply.

Applying a discovered skill

Each skill returned by get_skill contains: metadata (name, description, category), a relatedTools array listing the MCP tools used by the skill, and full instructions in the instructions field. Follow the instructions as you would any project skill. The relatedTools field tells you which tools you will need.

Important

• Do not cache or assume skill availability across tasks. Always re-discover before acting, as available skills may have changed.
• Skills are enabled by the project's logic rules. If a skill you expect is not listed, its preconditions are not currently met.
• Prefer list_skills first, then get_skill for specific skills, rather than fetching all skill contents at once.