Query a memory store for prior solutions before scanning a codebase.
npx skills add https://github.com/grahama1970/fetcher --skill memory-grahama1970
Please help me install this Agent Skill. Skill: memory Source: https://github.com/grahama1970/fetcher/tree/main/.agents/skills/memory Command: npx skills add https://github.com/grahama1970/fetcher --skill memory-grahama1970
Memory-first problem solving reduces redundant codebase exploration by querying stored knowledge before diving into code.
Start memory workflow by running recall to check for a prior solution before scanning the codebase.
High-intent search queries and answers about installing and using this skill.
Reduce redundant codebase exploration by querying a memory store to recall prior solutions before scanning the repository. This memory-first approach accelerates debugging by retrieving stored knowledge and only examining code if no previous answer exists.
The memory-first workflow follows a recall, scan, and learn sequence. You first query stored knowledge for prior solutions, scan the codebase only if needed, and then learn new insights to enrich future recalls and build a knowledge graph.
Yes, you need a memory service with recall and learn endpoints, alongside a local memory client. These dependencies are required to store and retrieve past answers, enabling the automated problem-solving workflow before codebase exploration.
Capture new debugging insights by using the learn endpoint after scanning the codebase. This enriches future recalls by storing newly discovered solutions in the memory client, building a knowledge graph for subsequent troubleshooting workflows.
Avoid memory-first codebase recall when troubleshooting entirely novel issues lacking prior solutions, or when the memory service and local memory client are unavailable. In these cases, proceed directly with codebase scanning to debug.
phuonghxStore and recall user preferences and project conventions in Markdown files.
xoaiIntegrate sage-memory into Sage workflows for persistent knowledge management.
Walrus-ComputingRefresh gbrain search guidance and repository indexing for the current codebase.
Chulf58Audit docs/solutions against the codebase to flag stale references and archive outdated items.
