Agent Failure
Top open-source Agent Failure AI systems, agents, and MCP tools.
Discover and install verified Agent Failure AI systems, autonomous agent skills, and Model Context Protocol servers on AIStoreHub. Reusable, security-scanned, and ready for 1-click execution in Cursor, Claude Code, and terminal workflows.
Available AI Systems & Skills (7)
Open in Advanced FilterObservability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy enforcement.
Observability and guardrails for your ai agents. AgentTrail Guard traces your agent's execution and automatically compiles repeat failures into permanent guardrails.
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.
Local-first Rust TUI/CLI for auditing AI coding-agent sessions: cost, tokens, latency, failures, and health｜本地运行的 Rust TUI/CLI，审计 AI 编程 Agent 会话的成本、Token、延迟、失败与健康度
A model-agnostic, stateless Go agent runtime featuring dual-IR planning, dependency-aware batch scheduling, capability-driven MCP/tool orchestration, policy-based failure recovery, conditional replanning, side-effect control, and end-to-end execution observability. 知枝（Zhizhi）智能体运行时框架，基于 Go 构建，支持任务规划、MCP 工具编排、故障恢复及全链路可观测性。
Guard skills for coding agents, quality gates that catch AI-generated failure modes in code, tests, and docs
Build & Monetize for Agent Failure
Have you created an autonomous agent, MCP server, or Claude Code skill for Agent Failure? Publish it to AIStoreHub with dual-currency checkout (USD $ + INR ₹) and earn 85–90% net revenue.