Skills for Real Engineers. Straight from my .agents directory.
nowledge-mem
Agent skill fromThinkInAIXYZ/deepchat
Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis. Use only the connection selected for this DeepChat agent or session.
How to install nowledge-mem
npx skills add ThinkInAIXYZ/deepchat# or add only this skill to Claude Code: copy the folder
plugins/nowledge-mem/skills/nowledge-mem/
# into
~/.claude/skills/nowledge-mem/ (all projects)
.claude/skills/nowledge-mem/ (one project)
1# Nowledge Mem23Use the enabled `nowledge-mem-connection` MCP tools for the server configured in Plugins >4Nowledge Mem. Keep that destination, returned identity and Space for the whole operation. Never mix results from5different Mem servers or silently retry on another server.67At the beginning of related work, read Context Bundle once (`read_context_bundle`, source_app8`deepchat`) for identity, scope, rules and Working Memory. Use `read_working_memory` only when the9bundle tool is unavailable. An empty Working Memory is a successful empty result.1011For continuation, reviews, regressions and prior decisions, search `memory_search` with a narrow12query and limit 5, then fetch the relevant exact IDs. Search before adding a duplicate. Distinguish13recorded facts from proposals, and keep scope returned by the server. A graph is optional; only14show one when it enforces the same identity and Space as retrieval.1516Save a concise durable learning with `memory_add` or update an existing memory only when it is17useful beyond this conversation. State what was saved. Do not save speculative conclusions as18facts. Save complete conversations only when the user requests it: use DeepChat's conversation19export to Nowledge Mem, which uses the same verified connection as MCP. Do not20claim an export happened without a successful acknowledgement.2122For configuration or failed access, direct the user to Plugins > Nowledge Mem. The host verifies23…
Excerpt shown under the repository's Apache-2.0 license.
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