Store and retrieve decisions, bugfixes, and patterns across sessions using SQLite.
npx skills add https://github.com/GeneGulanesJr/LaPis --skill memory-layer
Please help me install this Agent Skill. Skill: memory-layer Source: https://github.com/GeneGulanesJr/LaPis/tree/main/skills/memory-layer Command: npx skills add https://github.com/GeneGulanesJr/LaPis --skill memory-layer
It solves the problem of losing valuable decisions, bugfixes, patterns, and project context between Pi sessions, forcing you to repeat research and re-diagnose issues from scratch.
Use memory-layer to search for what you previously decided about a specific component by running: memory search for "how we handle session recovery" in your project.
High-intent search queries and answers about installing and using this skill.
Persistent memory stores decisions, bugfixes, and project context in a local SQLite database, enabling smart recall and context injection so you avoid re-diagnosing issues. It uses hybrid ranking combining FTS relevance, recency, trust, and recall history.
Code indexing uses web-tree-sitter WASM to parse AST symbols and native extraction for Markdown docs, allowing you to retrieve both memories and underlying source context. This enables hybrid search over memories plus code symbols.
Yes, persistent memory works for both project-scoped and personal-scope workflows, including session lifecycle management, deduplication, trust recovery, and hybrid search. CLI operations support save, search, update, delete, and context retrieval.
Use memory search with a query like "how we handle session recovery" in your project scope. Smart recall applies hybrid ranking that weighs FTS relevance, recency, trust scoring, and recall history to surface the most relevant memories.
Trust scoring deduplicates similar saves, updates entries in place by ID, soft-deletes stale memories, and adjusts trust based on code changes. This keeps the memory store clean and prioritizes architecture and key work during context injection.
Yes, a local SQLite-backed memory store is required for saving and retrieving decisions, bugfixes, and indexed code context. It serves as the foundation for confidence-aware ranking, deduplication, and session lifecycle management.
jamiegrandStore and query time-series SEO metrics in a persistent SQLite database.
hffmnnjStore and retrieve persistent information across sessions with memory interfaces.
phuhao00Analyze source code to identify symbols, call graphs, and architectural patterns.
koasis89Create and manage notes using OMX persistent memory features.
