Claude Code의 영구 기억 시스템 — 4-layer 파이프라인 (세션 검색 + 메모리 회수 + Memory Compiler). Karpathy LLM-as-Compiler 패턴 실증판.
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Updated
Jul 28, 2026 - Python
Claude Code의 영구 기억 시스템 — 4-layer 파이프라인 (세션 검색 + 메모리 회수 + Memory Compiler). Karpathy LLM-as-Compiler 패턴 실증판.
Unified fleet-wide agent memory system for DeepSeek Harness — shared Obsidian Vault for dsh, Codex, Claude Code & Hermes with dependency-free Python FTS5 core.
Local Codex CLI prompt refinery: ingest JSON/JSONL histories, dedupe, embed (OpenAI), cluster (sqlite-vec), synthesize atomic/workflow prompts via Responses API (Structured Outputs). FTS5+vector search; Streamlit UI; Typer CLI.
Неофициальное зеркало БДУ ФСТЭК без геоблока: XML + XLSX + готовая SQLite-база с FTS5-индексом. 86 000+ уязвимостей, доступно через github.com/ghraw.
Self-hosted semantic code search engine
A personal research engine. Search, crawl, pulse, and synthesize — all local, all yours.
⚡ VECTRA: High-Performance Offline CVE & GTFOBins Intelligence Search Engine
Turn any documentation portal (GitBook, Mintlify, Docusaurus, ReadTheDocs) into LLM-ready Markdown, vector RAG JSONL, llms.txt, and styled offline PDFs. Zero-config CLI, desktop GUI & FastMCP server.
TikTok TechJam 2026 Track 4 - IntentCompass conversational shopping agent
ByteDance Seedance 2.0 & 2.5 prompt engineering toolkit with FTS5 search over 1,500+ community prompt cards.
Portable agent-brain kit: superpowers methodology, YAGNI minimalism, cross-chat SQLite FTS5 memory, adversarial trap-suite evals. Hermes-compatible skills for OMP/Claude Code/Gemini CLI/Hermes/Antigravity/ZCode.
Instant full-text search across all Claude Code sessions — <5ms ranked search with synonym expansion, temporal queries, and fzf interactive mode
Stateful AI Agent Infrastructure with Persistent FTS5 Memory and Sandboxed Execution.
Agent skills and deterministic tools for legal scholarship workflows
Fast schema-enforced wiki search and write as MCP tools - Claude Code, Cursor, Copilot compatible
Enterprise-grade compilation-guard Agent: deterministic asset reuse for known sub-goals, bounded System 2 reasoning for unknown gaps. LLM proposes, code approves. | 企业级编译守卫 Agent — LLM 只提议,代码批准
A demo of agent memory: an NL2SQL agent that recalls, captures, gates, decays, and promotes what it learns. Local-only memory (SQLite + FTS5 + JSONL). FastAPI backend, Primer React UI.
Multi-source WeChat Official Account article search and local FTS archive for Hermes
Search and resume your Claude Code session history from inside any Claude Code session. A local-first MCP plugin with SQLite FTS5 full-text search and AI-generated session titles (Haiku). Find that conversation you can't remember the name of.
Read-only MCP for provenance-first research memory, evidence re-verification, and governed Codex workflows.
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