instance-performance-triage

instance-performance-triage is a skill for Claude Code from serac-labs/serac. It costs 55 tokens per session (5,883 once invoked), scanned A, original, Apache-2.0.

A ServiceNow troubleshooting guide for diagnosing slow instances and jobs that did not run. It uses the platform's recorded transaction, system-log, trigger, worker, and execution data.

In plain words
What is it for?
Use it to inspect telemetry, determine why a nightly job failed to run, and verify that table filters and returned fields are valid.
Why use it?
It helps investigate performance and scheduling problems without running extra database scans that could increase load. It also warns about silent query errors that can produce misleading results.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the servicenow plugin — 70 skills shipped together

Good fit Use it to inspect telemetry, determine why a nightly job failed to run, and verify that table filters and returned fields are valid.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/serac-labs/serac/instance-performance-triage
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 serac-labs/serac --skill instance-performance-triage
Clone the repo
git clone --depth 1 https://github.com/serac-labs/serac

Made for: Claude Code.

Or install servicenow, the plugin that ships this one along with the rest of its 70 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 instance-performance-triage

README.md
[![agentmods](https://agentmods.dev/badge/skills/serac-labs/serac/instance-performance-triage/github.svg)](https://agentmods.dev/skills/serac-labs/serac/instance-performance-triage)
Your own site
<a href="https://agentmods.dev/skills/serac-labs/serac/instance-performance-triage"><img src="https://agentmods.dev/badge/skills/serac-labs/serac/instance-performance-triage/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 instance-performance-triage

Your own site · 80×15
<a href="https://agentmods.dev/skills/serac-labs/serac/instance-performance-triage"><img src="https://agentmods.dev/badge/skills/serac-labs/serac/instance-performance-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,883 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Prompt Injection · line 69
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 77
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
How audits are shown
Origin original 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 $0.00055 $0.05883
Opus 5.5 $0.00022 $0.02353
Sonnet 5.5 $0.00011 $0.01177
Haiku 4.5 $0.00006 $0.00588

Measured 1mo ago against content hash 6b395a20c9ad, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

instance-performance-triage 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.

packages/skills/instance-performance-triage/SKILL.md · 412 lines

How it starts

The opening of the file, as written. The whole thing — 412 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Instance Performance Triage

Two questions arrive constantly and both have the same wrong answer: "the instance is slow" and "my nightly job never ran". The wrong answer is to write a GlideRecord sweep and run it through snow_execute_script. On an instance that is already struggling you have just added a transaction, and whatever you measure includes yourself. The platform already records what you need. Read it.

This guide is about reading it correctly, because most of the failure modes here are silent — you get a plausible-looking answer that is not an answer.

Rule zero: a wrong field name returns everything

The Table API does not reject an encoded query that references a column the table does not have. It drops the condition, logs Invalid query detected / Unknown field <x> in table <y> to syslog, and returns rows up to sysparm_limit. Same for sysparm_fields: unknown names are simply absent from the result, so a tool that maps them produces undefined, and a tool that counts them produces zero.

The two consequences you must hold in your head for the whole of this guide:

  • A full result set does not mean your filter matched. It may mean your filter evaporated.
  • An empty result set does not mean the instance is healthy. It may mean the table is not readable by the service account, or the rows were flushed, or you filtered on a value the column never holds.

So before you filter on any column named in this guide, on your instance, confirm it exists:

await snow_discover_table_fields({ table_name: "sys_trigger" })

The table-api-reads skill covers this same behaviour from the read-tool side; what follows is the part you need in front of you while reading telemetry.

One catch: that tool queries sys_dictionary with name=<table>, which returns only the columns defined on that table, not inherited ones. sysauto_script defines very little of its own — the scheduling columns live on its parent sysauto — so a lookup against the child alone under-reports what you can actually filter on. When a table extends another, query the dictionary for the whole chain:

Read the full file on GitHub · 412 lines

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 · 412 lines · 55 tokens per session scan A 6b395a20c9ad

Subscribe to this mod's changes

instance-performance-triage is a skill published in the GitHub repository serac-labs/serac (78 stars, last pushed yesterday), licensed Apache-2.0. It adds 55 tokens to every session and 5,883 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 2026-08-30.

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