npx claudepluginhub joshuarweaver/cascade-ai-ml-engineering --plugin b17z-sageThis skill uses the workspace's default tool permissions.
On session start, Sage automatically injects context. Here's how to use it.
Guides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.
Guides building MCP servers enabling LLMs to interact with external services via tools. Covers best practices, TypeScript/Node (MCP SDK), Python (FastMCP).
Generates original PNG/PDF visual art via design philosophy manifestos for posters, graphics, and static designs on user request.
On session start, Sage automatically injects context. Here's how to use it.
On your first Sage tool call each session, Sage automatically injects:
.sage/system/objective.md, constraints.md (v4.0)This happens automatically when you call sage_health(), sage_version(), sage_list_knowledge(), etc.
sage_health()
This:
After sage_health(), load a relevant checkpoint:
sage_search_checkpoints(query="what you're continuing")
sage_load_checkpoint(checkpoint_id="...")
sage_list_todos()
Review any persistent reminders from previous sessions.
1. sage_health() # Context injection + diagnostics
2. sage_list_todos() # Check reminders (optional)
3. sage_load_checkpoint() # Restore deep context (if needed)
4. Begin work
Reference Sage data directly with @sage:// syntax:
@sage://system/objective.md # Current goal
@sage://checkpoint/jwt-research # Checkpoint by ID
@sage://knowledge/auth-patterns # Knowledge item
@sage://failure/jwt-localstorage # Recorded failure
This works without tool calls in Claude Code's @ mentions.