Atlas / Skills / jeremylongshore / Setting Up Distributed Tracing

Setting Up Distributed TracingSAFE

skills/jeremylongshore/setting-up-distributed-tracing

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.22.0
Hosts
1 documented
License
MIT
Stars
2,823
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Bundled resources for distributed-tracing-setup skill

  • [ ] docker-compose.yml: A Docker Compose file for quickly deploying Jaeger and related services.
Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: setting-up-distributed-tracing
description: 'Execute this skill automates the setup of distributed tracing for microservices.
  it helps developers implement end-to-end request visibility by configuring context
  propagation, span creation, trace collection, and analysis. use this skill when
  the user re... Use when appropriate context detected. Trigger with relevant phrases
  based on skill purpose.

  '
allowed-tools: Read, Write, Edit, Grep, Glob, Bash(cmd:*)
version: 1.22.0
author: Jeremy Longshore <[email protected]>
license: MIT
tags:
- performance
- microservices
- tracing
compatibility: Designed for Claude Code
---
# Distributed Tracing Setup

Set up distributed tracing for microservices using OpenTelemetry, Jaeger, or Zipkin with context propagation, span creation, and trace collection configuration.

## Overview

This skill streamlines the process of setting up distributed tracing in a microservices environment. It guides you through the key steps of instrumenting your services, configuring trace context propagation, and selecting a backend for trace collection and analysis, enabling comprehensive monitoring and debugging.

## How It Works

1. **Backend Selection**: Determines the preferred tracing backend (e.g., Jaeger, Zipkin, Datadog).
2. **Instrumentation Strategy**: Designs an instrumentation strategy for each service, focusing on key operations and dependencies.
3. **Configuration Generation**: Generates the necessary configuration files and code snippets to enable distributed tracing.

## When to Use This Skill

This skill activates when you need to:

- Implement distributed tracing in a microservices application.
- Gain end-to-end visibility into request flows across multiple services.
- Troubleshoot performance bottlenecks and latency issues.

## Examples

### Example 1: Adding Tracing to a New Microservice

User request: "setup tracing for the new payment service"

The skill will:

1. Prompt for the preferred tracing backend (e.g., Jaeger).
2. Generate code snippets for OpenTelemetry instrumentation in the payment service.

### Example 2: Troubleshooting Performance Issues

User request: "implement distributed tracing to debug slow checkout process"

The skill will:

1. Guide the user through instrumenting relevant services in the checkout flow.
2. Provide configuration examples for context propagation.

## Best Practices

- **Backend Choice**: Select a tracing backend that aligns with your existing infrastructure and monitoring tools.
- **Sampling Strategy**: Implement a sampling strategy to manage trace volume and cost, especially in high-traffic environments.
- **Context Propagation**: Ensure proper context propagation across all services to maintain trace continuity.

## Integration

This skill can be used in conjunction with other plugins to automate the deployment and configuration of tracing infrastructure. For example, it can integrate with infrastructure-as-code tools to provision Jaeger or Zipkin clusters.

## Prerequisites

- Appropriate file access permissions
- Required dependencies installed

## Instructions

1. Invoke this skill when the trigger conditions are met
2. Provide necessary context and parameters
3. Review the generated output
4. Apply modifications as needed

## Output

The skill produces structured output relevant to the task.

## Error Handling

- Invalid input: Prompts for correction
- Missing dependencies: Lists required components
- Permission errors: Suggests remediation steps

## Resources

- Project documentation
- Related skills and commands
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__setting-up-distributed-tracing.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aSAFEB89first audit
06

Questions

What does the Setting Up Distributed Tracing skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Setting Up Distributed Tracing safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Setting Up Distributed Tracing access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Setting Up Distributed Tracing work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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