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.
npx skills add serac-labs/serac --skill gliderecord-patternsgit clone --depth 1 https://github.com/serac-labs/seracWrote 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.
[](https://agentmods.dev/skills/serac-labs/serac/gliderecord-patterns)<a href="https://agentmods.dev/skills/serac-labs/serac/gliderecord-patterns"><img src="https://agentmods.dev/badge/skills/serac-labs/serac/gliderecord-patterns/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.
<a href="https://agentmods.dev/skills/serac-labs/serac/gliderecord-patterns"><img src="https://agentmods.dev/badge/skills/serac-labs/serac/gliderecord-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.01396 |
| Opus 5.5 | $0.00018 | $0.00558 |
| Sonnet 5.5 | $0.00009 | $0.00279 |
| Haiku 4.5 | $0.00005 | $0.00140 |
Grade A, and why
gliderecord-patterns 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.
How it starts
The opening of the file, as written. The whole thing — 207 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GlideRecord Best Practices for ServiceNow
GlideRecord is the primary API for database operations in ServiceNow. Following these patterns ensures efficient and secure queries.
Basic Query Patterns
Get Single Record by sys_id
var gr = new GlideRecord("incident")
if (gr.get("sys_id_here")) {
gs.info("Found: " + gr.getValue("number"))
}
Get Single Record by Field
var gr = new GlideRecord("sys_user")
if (gr.get("user_name", "admin")) {
gs.info("Found user: " + gr.getValue("name"))
}
Query Multiple Records
var gr = new GlideRecord("incident")
gr.addQuery("active", true)
gr.addQuery("priority", "1")
gr.orderByDesc("sys_created_on")
gr.setLimit(100)
gr.query()
while (gr.next()) {
gs.info(gr.getValue("number"))
}
Encoded Queries (Faster)
Use encoded queries for complex conditions - they're more efficient than multiple addQuery calls:
var gr = new GlideRecord("incident")
// Encoded query from list view URL or Query Builder
gr.addEncodedQuery("active=true^priority=1^assigned_toISEMPTY")
gr.query()
while (gr.next()) {
// Process records
}
Performance Tips
1. Always Use setLimit()
// When you only need X records
var gr = new GlideRecord("incident")
gr.addQuery("active", true)
gr.setLimit(10) // Don't fetch more than needed
gr.query()
2. Use getValue() for Strings
// CORRECT - Returns string value
var number = gr.getValue("number")
// ALSO WORKS but returns GlideElement
var element = gr.number
var numberStr = gr.number.toString()
3. Use getDisplayValue() for References
// Get the display value of a reference field
var assignedToName = gr.getDisplayValue("assigned_to")
// Get the sys_id of a reference field
var assignedToId = gr.getValue("assigned_to")
4. Avoid Queries in Loops
// BAD - Query inside loop
for (var i = 0; i < userIds.length; i++) {
var gr = new GlideRecord("sys_user")
gr.get(userIds[i]) // N queries!
}
// GOOD - Single query with IN clause
var gr = new GlideRecord("sys_user")
gr.addQuery("sys_id", "IN", userIds.join(","))
gr.query()
while (gr.next()) {
// Process all users at once
}
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.
- 1mo ago First seen · 207 lines · 46 tokens per session scan A 52b93c6b6b8c
gliderecord-patterns is a skill published in the GitHub repository serac-labs/serac (78 stars, last pushed 3d ago), licensed Apache-2.0. It adds 46 tokens to every session and 1,396 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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sn-discover
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sn-drift
Find configuration drift between two ServiceNow instances or against a saved snapshot, or review what an update set will change. Use when comparing dev / test / prod, checking a promotion, or reviewing an update set.
sn-impact
Estimate the blast radius of changing a ServiceNow table, field or script — what references it and what automation runs around it. Use before renaming, deleting or changing a field, table, script include or business rule.
sn-triage
Triage a ServiceNow incident or a failing behaviour — instance health, recent errors, what automation runs on the table, and what changed on the record. Use when something is broken, slow or erroring on an instance.
backend-patterns
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. Use when building or reviewing Node.js, Express, or Next.js API routes and their data access.