joshuaswarren / remnic
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
Why this job: topics: ai-memory, long-term-memory
What it does
- Procedural memory. multi-step runbooks captured from your work (on by default outside the conservative preset).
- Temporal recall. valid_at / invalid_at fact lifecycle and an as_of recall filter.
- Pattern reinforcement. cross-session pattern detection with a recall boost for reinforced primitives.
- Shared context. cross-agent shared intelligence for multi-agent teams.
- Coding-agent memory. repo conventions, review behavior, and ask-before rules for coding tools.
Get started
git clone https://github.com/joshuaswarren/remnic.git
cd remnic
node scripts/relay/judge-package.mjs serve You need: Node.js 22.12 or newer.; A model provider for extraction (an OpenAI API key, the OpenClaw gateway model chain, or a local LLM). Retrieval-only mode needs none of these.; Optional but recommended: QMD for the highest-quality hybrid search. Without it, Remnic falls back to embedding search and then recency-ordered reads.
- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 232
- +3 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v10.0.80
- Released 3 days ago
- Built with
- TypeScript
- 93% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 98% closed
- 18 still open
- Pull requests
- 2,351 merged
- 7 waiting
- Releases
- 1,000
- 30+ in the last year
- Contributing guide (opens in new tab)
- Security policy (opens in new tab)
- No code of conduct
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More: languages, topics and project record
Languages
- TypeScript 93%
- JavaScript 5%
- Python 1%
- Shell <1%
Topics
- ai-agent
- ai-memory
- engram
- knowledge-graph
- llm
- local-first
- long-term-memory
- markdown
- memory-plugin
- openai
- openclaw
- semantic-search
Project record
- JobAgent memory
- StatusListed
- Commits5,865
- Forks29
- Watching0
- Stars in 28 days+16
- CreatedFeb 5, 2026
- First seen by usNov 7, 2026
- CheckedNov 9, 2026