dsh-plugin-error-radar: Tool Reliability Radar
The `dsh-plugin-error-radar` plugin for DeepSeek Harness (DSH) aims to address fault localization in agent invocations. It reads `tool-trace` sidecar data, calculates error rates, consecutive failures, and p95 latency by tool, and provides `/radar` and `/health` commands for health checks and alerting. The plugin includes a silencing mechanism to prevent false alarms when there are insufficient samples. Installation requires manually merging the configuration file and restarting the service. Configuration options support enabling or disabling the plugin, changing the data directory, and adjusting the error-rate alert threshold. A current limitation is that it remains silent when the sample count is less than 3, and it functions only as a read-only tool, while write access is handled by the `tool-trace` plugin.
Read MoreDeepSeek Harness Real-Time AI Self-Audit Plugin: dsh-error-audit
dsh-error-audit is a real-time AI self-audit plugin for DeepSeek Harness, designed to make runtime errors easier to trace. It captures full context in real time when an error occurs—including timestamp, session, user input, and AI actions—and supports the AI reading its own logs. The plugin provides real-time monitoring, complete attribution, proactive notifications, and an AI-readable tool (read_error_logs). Developers can easily enable it with an install command, with logs stored by default in a designated directory for quick troubleshooting.
Read MoreDeepSeek Harness Sentry Plugin
`dsh-sentry` is an open-source DeepSeek Harness plugin designed to resolve LLM context overflow caused by overly large Sentry error logs. The plugin connects to the Sentry API in read-only mode and applies strict structured pruning to the returned data, ensuring that agents can access debugging information without exceeding token limits. It supports retrieving project lists, searching issues, and reading pruned stack traces and event details. To use it, a user authentication token and specific permission scopes must be configured, and a strict data pruning strategy must be followed (removing sensitive information and limiting the number of frames and source context) to fit agent workflows.
Read Moredsh-log-analyzer: A Log Analysis Tool
This plugin is designed to automate parsing of log files to extract errors, exceptions, and warnings. It supports aggregating error distributions by signature, extracting context, identifying keywords, and removing noise, without requiring a network connection. Once installed, users can quickly locate log issues using functions such as `analyze_log` and `extract_errors`. Note that excessively long logs are read from the tail by default, and users should review the source code themselves.
Read Moredsh-loghud: DeepSeek Harness Local Development Error Monitoring Plugin
`dsh-loghud` is a local development error monitoring web plugin for DeepSeek Harness that organizes scattered terminal errors into deduplicated floating cards. It supports mainstream technology stacks such as Go, Python, Node.js, TypeScript, Java, and Spring, offering features such as error aggregation, search and filtering, a bilingual Chinese-English interface, and draggable, resizable panels. The plugin also provides manually triggered AI diagnostics with sensitive information masking, helping developers efficiently troubleshoot various errors during local debugging.
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