A tool call can succeed while the real outcome is still wrong. I built an OpenClaw plugin to track that gap.
Summary
A developer built a plugin for OpenClaw that tracks instances where a tool call succeeds but the actual outcome is incorrect, helping identify hidden failures.
Similar Articles
OpenClaw or BrokenClaw?
A commentary or analysis on the OpenClaw tool, questioning its reliability or functionality.
I made a small open-source benchmark runner for testing OpenClaw agents on my own real workflows
A developer shares a personal open-source benchmark runner for testing OpenClaw agents on real, messy workflows. The tool allows users to define private evaluation cases, run agents in their actual workspace, and generate reports, aiming to provide more relevant signals than public benchmarks.
50% OpenClaw, 50% custom wrapping = Happy pipeline!
The author shares their experience building a production-grade multi-agent system using OpenClaw with custom guardrails, highlighting the challenges of silent failures and non-determinism.
How do you write tools for openclaw?
The post asks for advice on writing executable tools for OpenClaw, comparing options like plugins, MCP servers, skills, and CLI scripts, and expresses concerns about scalability and context management.
What are you actually using OpenClaw for that's working well?
A user asks the community about their real-world experiences with OpenClaw, seeking honest feedback on common workflows, cool automations, frustrations, and setup configurations.