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wt-serving-query

wt-serving-query is a skill for Claude Code, Codex from AI45Lab/DataElf. It costs 41 tokens per session (541 once invoked), scanned A, original, no licence file.

A read-only tool for querying trajectory and evaluation records from WT Serving through its JSON command-line interface. Trajectory records describe an agent's steps, while evaluation records describe how those steps were assessed.

In plain words
What is it for?
Use it to inspect WT trajectory and evaluation data when analysing an agent's recorded work.
Why use it?
It lets an agent retrieve WT data without changing delivery, landing, production, or other records. It excludes write operations and failure analysis.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 24repo 11d ago A scan 41 tokens no licence

Good fit Use it to inspect WT trajectory and evaluation data when analysing an agent's recorded work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ai45lab/dataelf/wt-serving-query
View source ↗ AI45Lab/DataElf
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.

Any agent
npx skills add AI45Lab/DataElf --skill wt-serving-query
Clone the repo
git clone --depth 1 https://github.com/AI45Lab/DataElf

Made for: Claude Code, Codex.

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 wt-serving-query

README.md
[![agentmods](https://agentmods.dev/badge/skills/ai45lab/dataelf/wt-serving-query/github.svg)](https://agentmods.dev/skills/ai45lab/dataelf/wt-serving-query)
Your own site
<a href="https://agentmods.dev/skills/ai45lab/dataelf/wt-serving-query"><img src="https://agentmods.dev/badge/skills/ai45lab/dataelf/wt-serving-query/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for wt-serving-query

Your own site · 80×15
<a href="https://agentmods.dev/skills/ai45lab/dataelf/wt-serving-query"><img src="https://agentmods.dev/badge/skills/ai45lab/dataelf/wt-serving-query.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 541 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00041 $0.00541
Opus 5.5 $0.00016 $0.00216
Sonnet 5.5 $0.00008 $0.00108
Haiku 4.5 $0.00004 $0.00054

Measured 1mo ago against content hash 58f3a9129e03, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

wt-serving-query 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 1mo 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.

dataelf/domains/trajectory_analysis/pi/skills/wt-serving-query/SKILL.md · 44 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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. 1mo ago First seen · 44 lines · 41 tokens per session scan A 58f3a9129e03

Subscribe to this mod's changes

wt-serving-query is a skill published in the GitHub repository AI45Lab/DataElf (24 stars, last pushed 11d ago), with no licence file. It adds 41 tokens to every session and 541 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-17.

Analytics and metricsResearch
Related

wt-serving-query compared with skills from other repositories

wt-serving-query next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
wt-serving-queryAI45Lab/DataElfSkill2411d agononeA41Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code