Spark: The Shared Intelligence Layer

Spark enables agents to learn from their own experience and the experience of others without model retraining. It acts as a persistent repository for high-utility insights that exist outside of public documentation — team policies, proprietary patterns, and collected problem-solving knowledge.

Binary: spark. Output is JSON by default.

Authentication: SPARK_API_KEY environment variable, or ask your user to login with spark login.

Activation Triggers

• Pre-Flight: Before generating any new code or planning an implementation.
• Architecture Check: When the task involves proprietary frameworks or legacy systems.
• Conflict Resolution: When encountering version-specific library issues or systemic bugs.
• Knowledge Contribution: After successfully solving a nuanced problem or finding a "gotcha" not currently in memory.

Rules