basicmachines-co

basicmachines-co

@basicmachines-co Organization

GitHub
9 Skills
180 Total Stars
February 2026 Joined

Public Skills

memory-ingest

by basicmachines-co

"Process unstructured external input (meeting transcripts, conversation logs, pasted documents) into structured Basic Memory entities. Extracts entities, searches for existing matches, proposes new entities with approval, creates notes with observations and relations, and captures action items."

Code Gen 20 3mo ago

memory-lifecycle

by basicmachines-co

"Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases. Use when marking items complete, archiving old entities, or managing any folder-based status workflow."

Analytics 20 3mo ago

memory-tasks

by basicmachines-co

"Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph."

Automation 20 3mo ago

memory-research

by basicmachines-co

"Research an external subject using web search, synthesize findings into a structured Basic Memory entity. Use when asked to research a company, person, technology, or topic — or when a bare name or URL is provided that implies a research request."

Academic 20 3mo ago

memory-metadata-search

by basicmachines-co

"Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any custom YAML field rather than free-text content."

Database 20 3mo ago

memory-notes

by basicmachines-co

"How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. Use when creating or improving notes."

API Dev 20 3mo ago

memory-schema

by basicmachines-co

"Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. Use when working with structured note types (Task, Person, Meeting, etc.) to maintain consistency across the knowledge graph."

Code Gen 20 3mo ago

memory-defrag

by basicmachines-co

"Defragment and reorganize agent memory files: split bloated files, merge duplicates, remove stale information, and restructure the memory hierarchy. Use when memory files have grown unwieldy, contain redundancies, or need reorganization. Run periodically (weekly) or on demand."

File Ops 20 3mo ago

memory-reflect

by basicmachines-co

"Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory. Use when triggered by cron, heartbeat, or explicit request to reflect on recent activity. Runs as background processing to improve memory quality over time."

Automation 20 3mo ago