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Moteur de mémoire vectorielle persistante pour les agents OpenClaw, offrant une recherche sémantique, un rappel durable et un pont de plugin pour le rappel JIT et la mémoire de travail.
BrainX V6 fournit une mémoire d'agent sémantique et durable basée sur PostgreSQL + pgvector et les embeddings OpenAI. Il permet aux agents de stocker, rechercher, organiser et injecter des souvenirs contextuels à travers les sessions, avec des contrôles de cycle de vie (chaud/tiède/froid), la déduplication, des états de vérification et des outils de sauvegarde, restauration, diagnostic et évaluation. Un plugin OpenClaw compagnon expose des fonctionnalités d'exécution conservatrices — résumé wiki, rappel JIT, mémoire de travail et avis pré-action — tout en encourageant des paramètres par défaut prudents pour la confidentialité et la sécurité.
Utilisez BrainX lorsqu'un agent doit se souvenir de faits inter-sessions, maintenir un coffre-fort de connaissances ou effectuer une récupération sémantique pour enrichir son raisonnement. Il est approprié pour les agents nécessitant un contexte persistant (historique de projet, SOP récurrentes, préférences utilisateur) et pour les configurations exigeant des états de mémoire auditables et des contrôles PII. Commencez prudemment (rappel JIT désactivé) jusqu'à ce que les règles de rétention et de confidentialité soient configurées.
Idéalement conçu pour les agents ayant un accès au shell/CLI et à la DB (agents OpenClaw, automatisation de type Claude Code/Copilot, flux de travail Copilot/Codex pilotés par CLI).
BrainX V6 is a persistent vector-memory engine for OpenClaw agents using PostgreSQL+pgvector+OpenAI embeddings. It offers 41 scripts covering memory distillation, dedup, contradiction detection, backup/restore, cross-agent learning, and more. Shell scripts ran; backup and cleanup worked correctly while restore and weekly-backup needed missing paths. All 37 JS scripts were skipped by the runner, requiring a Node+DB environment to test properly. SKILL.md is thorough with good trust model and conservative defaults, but the scripts directory is a monolithic flat dump with no clear entry-point separation.
node/npm (for .js scripts)psql/pg_dump (for DB ops)pgvector extensionSecurity: No hardcoded credentials, no curl|bash, no exfiltration. Backup script sources .env via grep+xargs which is a minor shell injection risk if .env contains special chars (-12). Scripts are read-only within DB and local filesystem. Code quality: Scripts are functional but inconsistent — some have good arg parsing, others are minimal. Error handling varies. Architecture: Flat scripts/ directory with 41 files, no sub-grouping. SKILL.md is well-structured but scripts lack clear contract documentation. No references/ directory. Usefulness: Solves a real problem (durable agent memory) with comprehensive tooling. Broad audience among OpenClaw users but requires significant setup (Postgres, pgvector, OpenAI).
Sync Production Database to Development
Run a safe, scripted workflow to download production database dumps and restore them into a development environment (download-only and restore options).
Caveman Compress
Compress natural-language memory files into a compact 'caveman' format to save LLM tokens while preserving code, links, and structure.
Sandbox0 Integration
Guidance and templates for integrating Sandbox0 sandboxing into AI agents — CLI/SDK patterns, templates, volumes, network policy, and deployment choices.
Unitree Robot Controller
Control and command Unitree robots (GO1/GO2/G1/H1) via OpenClaw: initialization, basic motion commands, and sensor integrations.
Go Data Structures
Authoritative guidance on choosing and using Go built-in and standard-library data structures, with practical best practices for slices, maps, arrays, container
Memory Search
Search past coding sessions and observations using natural-language queries to retrieve decisions, notes, and context.
Easy OpenClaw Config Guide
Interactive configuration and optimization guide for OpenClaw—walks users through testing, three rounds of channel-specific tuning, and optional channel onboard
Cashu Wallet
Privacy-focused Bitcoin wallet skill enabling sending/receiving via Lightning and Cashu ecash tokens, with multi-mint support and basic wallet management comman