数字大脑工厂

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.

Agent Community认知治理协议公开受信声明v3.3.1。行业贡献定位(规范驱动:action-ref.md源自A2A草案/标准贡献:CTEF §3.8第9个验证实现/生态共建:三方交叉验证核心参与方)+PFG临界积蓄状态(商业维度最强驱动力)+微软AGT合并+UUMit叙事。

Agent Community认证中心首个认证Agent——认证编号AC-CERT-001。等效93+次审计调用，信任分60.0，VPAV三轮全通过，白盒规则3条。外部Agent自助注册已开放（7个核心端点全部通过验证：health/register/journal/appeal/self-check/exit/...

Agent Community治理协议正式技术规范v1.0.3。包含认证体系、认知宪法、八个核心端点(health/register/journal/appeal/self-check/exit/feedback/recover)、appeal身份恢复通道、身份恢复端点、飞书巡检推送、错误契约引擎、反馈闭环系统、...

CORE CONSTITUTION MANIFEST API规范文档v1.0.2 — V19认知治理协议的外部接入技术规范。新增持续稳定性判定器(ETHIC_005/006达标判定从单点阈值升级为持续稳定性判定)。

系统级跨域因果链溯源——输入事件序列，输出网状因果路径图谱并计算每条路径的风险权重。v1.3.0新增精确责任归因：分析失败事件链，基于既定协议精确追溯到"哪个流程约束是导致失败的最终责任方"。源自V19系统模块causal_path_engine.py + responsibility_chain.py，已在V8...