Mem Forge — Development skill for Claude Code
Self-evolving, evidence-based memory layer for coding agents and development teams.
How to install Mem Forge
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open shno-labs/mem-forge and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Mem Forge does
Self-evolving, evidence-based memory layer for coding agents and development teams.
Alternatives in Development
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README
MemForge
*Self-evolving, evidence-based agent memory layer for Codex, Claude Code, and development teams.*
**Status:** alpha. APIs, storage formats, and integration packaging may change while the project settles.
MemForge is a self-evolving memory layer for AI coding agents. It turns scattered team context into structured, source-traced memories that agents can search, verify, and reuse.
It connects to the systems teams already use, such as Confluence, Jira, GitHub Pages, Microsoft Teams, and long coding-agent sessions. On each sync, MemForge extracts durable facts, decisions, procedures, and conventions while preserving source evidence and history.
AI coding assistants often start each session blind to institutional context. MemForge bridges that gap through MCP-enabled agent plugins, an admin API, and integrations, with review flows for superseded facts and contradictions.
What It Does
- Ingests source context from genes such as wiki pages, issue trackers, GitHub Pages, Teams exports, and generated agent-session packages.
- Extracts durable facts, decisions, procedures, and conventions with quality gates before persistence.
- Stores memory, provenance, review state, full-text search, and vector search in a local or self-hosted service.
- Ships thin MCP proxies for Codex, Claude Code,
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