Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.
Build and query AI-powered knowledge bases from claude-mem observations.
Knowledge agents are filtered corpora of observations compiled into a conversational AI session. Build a corpus from your observation history, prime it (loads the knowledge into an AI session), then ask it questions conversationally.
Think of them as custom "brains": "everything about hooks", "all decisions from the last month", "all bugfixes for the worker service".
build_corpus name="hooks-expertise" description="Everything about the hooks lifecycle" project="claude-mem" concepts="hooks" limit=500
Filter options:
project — filter by project nametypes — comma-separated: decision, bugfix, feature, refactor, discovery, changeconcepts — comma-separated concept tagsfiles — comma-separated file paths (prefix match)query — semantic search querydateStart / dateEnd — ISO date rangelimit — max observations (default 500)prime_corpus name="hooks-expertise"
This creates an AI session loaded with all the corpus knowledge. Takes a moment for large corpora.
query_corpus name="hooks-expertise" question="What are the 5 lifecycle hooks and when does each fire?"
The knowledge agent answers from its corpus. Follow-up questions maintain context.
list_corpora
Shows all corpora with stats and priming status.
rebuild_corpus name="hooks-expertise"
After rebuilding, reprime to load the updated knowledge:
reprime_corpus name="hooks-expertise"
Clears prior Q&A context and reloads the corpus into a new session.
Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/knowledge-agent · pinned to the source commit
# Run from your project root
git clone https://github.com/thedotmack/claude-mem.git .skillboard-tmp
git -C .skillboard-tmp checkout fef3402e674bebbf72a23aeb735e91c92cd34afd
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/plugin/skills/knowledge-agent" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/thedotmack/claude-mem.git .skillboard-tmp
git -C .skillboard-tmp checkout fef3402e674bebbf72a23aeb735e91c92cd34afd
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/plugin/skills/knowledge-agent" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/knowledge-agent
Scanner static-checks@0.1.0 · commit fef3402e674b. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.