knowledge-ops
Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.
- installs 8w
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- 30-day movement
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A SKILL.md that instructs an AI coding agent to manage knowledge bases across multiple storage layers: local files, Claude Code memory, an MCP memory server, Git repos, and external databases. It defines a six-layer architecture plus workflows for ingestion (classify, deduplicate, store, index), syncing, and a quality gate before completing operations.
Reach for it when saving, organizing, syncing, deduplicating, or searching knowledge across several stores at once.
Use it to
- Ingest documents or conversations into structured storage
- Deduplicate entries across knowledge layers
- Sync knowledge between conversations, workspaces, and Git/Linear
- Archive old data and keep memory files concise
- Apply the quality gate before finishing a knowledge operation
For Agent users maintaining multi-layer personal or team knowledge bases
- Host repository
- affaan-m/ECC
- Installs, lifetime
- 2,900
- Installs, 8 weeks
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- Host language
- JavaScript