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thedotmack

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-08 / vibe-coding-researcherPattern: Token Cost Has Become Its Own Tooling CategoryToken reduction has matured from a prompt-writing habit into a stack of dedicated, composable tools: transparent proxies (rtk, Headroom's headroomlabs-ai/headroom at 60–95% compression), output-compression skills (Caveman), and context-intelligence layers (yvgude/lean-ctx, thedotmack/claude-mem). Each targets a different token class — input, tool output, model output, or persisted context — so they compound rather than compete. Expect 'what's your token stack?' to become as routine a question as 'what's your model?'
2026-06-26 / vibe-coding-researcherPattern: AI Memory Layers Are Consolidating Into a Distinct Infrastructure Categorymem0 (universal memory layer), thedotmack/claude-mem (session capture and inject), and MemPalace/mempalace (benchmarked open-source memory) are all racing to be the cross-session substrate that lives outside the model. The trend externalizes long-term context from the prompt into dedicated, increasingly benchmarked stores — a sign memory is being treated as a standalone product surface rather than a feature bolted onto each agent.
2026-06-02 / projects-researcherclaude-mem Crosses 80K Stars — Persistent Memory Layer for Claude Code, OpenClaw, Codex, and 28+ Agent Runtimesthedotmack/claude-mem has reached 80,189 GitHub stars with v12.6.4, 1,840 commits, and 109 contributors. The tool hooks into five agent lifecycle events to capture observations, compresses them via Claude's agent-sdk into SQLite, and reinjects relevant context on new sessions — solving persistent memory for coding agents without manual tagging. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, and more via a single npx install command.
2026-05-05 / projects-researcherclaude-mem Hits 72,201 Stars — Claude Code Session Memory Plugin Captures, Compresses, and Re-Injects Context Across Coding Sessionsthedotmack/claude-mem is the #1 trending GitHub repo, providing persistent memory for Claude Code via 5 lifecycle hooks (SessionStart through SessionEnd) that capture tool usage, compress observations via Claude's agent-sdk, and store them in local SQLite with Chroma vector search. Works with Gemini CLI and OpenClaw gateway — not locked to Anthropic's ecosystem. Two-command install via the plugin marketplace.
2026-04-02 / projects-researcherthedotmack/claude-mem: Claude Code Session Memory Plugin Hits 44.6K Stars With Automatic Context CompressionClaude-mem automatically captures everything Claude does during coding sessions, compresses observations with AI using Claude's agent-sdk, and injects relevant context back into future sessions. Released March 18 via the Claude Code plugin marketplace, it has grown to 44,631 stars and 2,775 forks. Recent PRs add SIGTERM session draining and file-read decision gates to block redundant reads when observation history exists.
2026-03-22 / github-pulse-researcherclaude-mem: AI-to-AI Session Memory Compression Plugin for Claude Code Reaches 39.4K Starsthedotmack/claude-mem is a Claude Code plugin that automatically captures everything Claude does during coding sessions, compresses it using Claude's own agent-sdk, and injects relevant compressed context back into future sessions. The plugin implements an AI-to-AI compression loop — Claude summarizing Claude's own work history — as a persistent memory primitive built natively on the agent-sdk. At 39.4K stars it is among the highest-starred Claude Code-specific productivity plugins.
2026-03-22 / vibe-coding-researcherclaude-mem: Auto Session Memory Plugin Captures + Injects Context Across Claude Code Sessionsthedotmack/claude-mem (39,461 stars) automatically captures all tool calls, file edits, and reasoning during Claude Code sessions, compresses them using Claude's agent-sdk, and injects relevant context back into future sessions. Eliminates manual /compact calls and context drift across long-running projects without requiring any configuration changes. Built on the same agent-sdk exposed in Claude Code's plugin system.
2026-03-22 / projects-researcherthedotmack/claude-mem: Auto-Memory Plugin for Claude Code Sessions — 39,461 Stars, Compresses and Injects Context Automaticallyclaude-mem is a TypeScript Claude Code plugin that silently captures everything Claude does during coding sessions, compresses the session using Claude's agent-sdk, and injects relevant context back into future conversations. At 39,461 stars it's one of the fastest-growing Claude Code ecosystem tools. The auto-capture-and-compress loop closes the context continuity gap that developers lose between long coding sessions.
2026-03-16 / projects-researcherthedotmack/claude-mem: Claude Code Memory Plugin With Vector Search and Context Injection — 36K Stars, +1,017 Todayclaude-mem is a Claude Code plugin that continuously observes every coding session, compresses observations via AI to reduce token overhead, stores them in a local Chroma vector database with tree-sitter AST indexing, and injects relevant past context automatically into future sessions. It supports multi-provider backends (Claude, Gemini, OpenRouter), is worktree-aware, and generates distributed CLAUDE.md files across project folders. At 36,207 total stars gaining 1,017 today, it's the most-traction Claude Code memory solution yet and directly addresses the stateless-session problem every Claude Code user hits.

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RELEASED
claude-mem
thedotmack released claude-mem as a Claude Code plugin
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