Openclaw Memory

Captures learnings, errors, and corrections to enable continuous improvement for the agent.

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking...

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Intelligently compresses and optimizes context to reduce token usage by 40-60%, using deduplication, pruning, summarization, and adaptive learning.

Verify workspace file integrity and scan for prompt injection patterns in agent identity and memory files. Detects unauthorized modifications to SOUL.md, AGENTS.md, IDENTITY.md, memory files, and installed skills. Free detection layer — upgrade to openclaw-warden-pro for automated countermeasures.

Network data loss prevention for agent workspaces. Scans skills and files for outbound URLs, data exfiltration endpoints, suspicious domains, and network function calls. Maps every external connection. Free alert layer — upgrade to openclaw-egress-pro for blocking, quarantine, and URL allowlists.

Compliance and policy enforcement for agent workspaces. Define security policies, audit compliance, check command restrictions, and generate audit-ready reports. Free alert layer — upgrade to openclaw-marshal-pro for active enforcement, blocking, and automated remediation.

Cryptographic skill verification. Sign installed skills with SHA-256 content hashes and verify they haven't been tampered with. Detects modified, added, and removed files within skill directories. Free alert layer — upgrade to openclaw-signet-pro for rejection, quarantine, and trust chain restoration.