agent-tracing

agent-tracing is a skill for Claude Code, Codex from UitbreidenOS/UitKit. It costs 24 tokens per session (2,274 once invoked), scanned A, original, no licence file.

A guide to observing multi-agent systems, where several AI agents work together on a task, by recording how their work is connected and runs over time.

In plain words
What is it for?
Use it to add distributed traces, connect related trace records, pause execution at breakpoints, and replay previous runs.
Why use it?
It helps developers find where an agent workflow fails or slows down instead of inspecting each step manually.

Skill for Claude CodeCodex

Part of the uitkit-ai-engineering plugin — 143 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/uitbreidenos/uitkit/agent-tracing
Any agent
npx skills add UitbreidenOS/UitKit --skill agent-tracing
Clone the repo
git clone --depth 1 https://github.com/UitbreidenOS/UitKit

Made for: Claude Code, Codex.

Or install uitkit-ai-engineering, the plugin that ships this one along with the rest of its 143 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for agent-tracing

README.md
[![agentmods](https://agentmods.dev/badge/skills/uitbreidenos/uitkit/agent-tracing.svg)](https://agentmods.dev/skills/uitbreidenos/uitkit/agent-tracing)
Your own site
<a href="https://agentmods.dev/skills/uitbreidenos/uitkit/agent-tracing"><img src="https://agentmods.dev/badge/skills/uitbreidenos/uitkit/agent-tracing.svg" alt="Measured on agentmods" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,274 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00024 $0.02274
Opus 5 $0.00012 $0.01137
Sonnet 5 $0.00005 $0.00455
Haiku 4.5 $0.00002 $0.00227

Measured 5d ago against content hash 9bfa2507daea, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

agent-tracing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/uitkit-ai-engineering/skills/agent-tracing/SKILL.md · 336 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 336 lines · 24 tokens per session scan A 9bfa2507daea

Subscribe to this mod's changes

agent-tracing is a skill published in the GitHub repository UitbreidenOS/UitKit (14 stars, last pushed 2mo ago), with no licence file. It adds 24 tokens to every session and 2,274 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.