Value: Feedback -- accumulated knowledge creates compound feedback loops across sessions. What you learn today should accelerate tomorrow's work.
Teaches the agent to systematically store and recall project knowledge using file-based persistent memory. Solves the problem of context loss between sessions, repeated debugging of known issues, and rediscovery of established conventions.
Before starting any non-trivial task, search memory for relevant past work. Before debugging any error, search for that error message. Before making design decisions, search for past decisions on the same topic.
File-based knowledge persistence patterns: when to store discoveries, when to recall past solutions, and how to organize project memory. Activate when starting tasks, encountering errors, making decisions, or when context may be lost between sessions. Source: jwilger/agent-skills.