Implement OpenTelemetry span instrumentation and cost calculation in Rust.
npx skills add https://github.com/agentglass/claude-trace --skill backend-agentglass
Please help me install this Agent Skill. Skill: backend Source: https://github.com/agentglass/claude-trace/tree/main/.claude-plugin/skills/backend Command: npx skills add https://github.com/agentglass/claude-trace --skill backend-agentglass
This Skill provides comprehensive context and tooling for developing the core Rust library of the claude-trace observability project, ensuring accurate and detailed tracing of Claude Agent SDK applications.
Refer to the SKILL.md documentation for detailed guidance on implementing span attributes.
High-intent search queries and answers about installing and using this skill.
Instrument LLM agent tracing in Rust by using the OpenTelemetry API to create structured span hierarchies for sessions, turns, and tool calls. The Skill provides code patterns for span creation, context propagation, and status setting.
Semantic convention attributes for Claude Agent SDK observability include span hierarchy details and tool input hashes. The Skill defines these semconv attributes to ensure accurate and detailed tracing of agent applications.
Calculate LLM operational costs in a Rust backend by applying pricing tables and logic defined in the Skill. It details the cost calculation models required to accurately track LLM API usage expenses.
Redact sensitive data and sanitize API keys when tracing LLM agents by enforcing security rules for content capture and header redaction. The Skill specifies protocols to prevent exposing sensitive information in traces.
You can use this Skill to add new span attributes for tool input hashes in Rust. It provides the exact checklist and code patterns required to implement span attribute changes safely within the core library.
Prior OpenTelemetry experience is helpful but not strictly required to implement tracing for Claude Agent applications. The Skill provides comprehensive documentation covering OTel API integration and module responsibilities for Rust development.
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