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Gliderecord Patterns

Organization
serac-labs
gliderecord-patterns

Write efficient ServiceNow GlideRecord queries — addQuery vs addEncodedQuery, setLimit, GlideAggregate for counts, avoiding N+1 in loops, query operators, and safe CRUD with workflow control.

Overview

Publisherserac-labs
Repositoryserac
Skill namegliderecord-patterns
Stars
78
Forks
26
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by serac-labs on GitHub. Read the source before you install it.

Installation

Install the Gliderecord Patterns AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/serac-labs/serac.git /tmp/serac
mkdir -p .claude/skills
cp -r /tmp/serac/packages/skills/gliderecord-patterns .claude/skills/gliderecord-patterns
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Gliderecord Patterns in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Gliderecord Patterns on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Gliderecord Patterns is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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

javascript
var gr = new GlideRecord("incident")
if (gr.get("sys_id_here")) {
  gs.info("Found: " + gr.getValue("number"))
}

Get Single Record by Field

javascript
var gr = new GlideRecord("sys_user")
if (gr.get("user_name", "admin")) {
  gs.info("Found user: " + gr.getValue("name"))
}

Query Multiple Records

javascript
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:

javascript
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()

javascript
// 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

javascript
// 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

javascript
// 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

javascript
// 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
}

5. Use GlideAggregate for Counts

javascript
// BAD - Counting with GlideRecord
var count = 0
var gr = new GlideRecord("incident")
gr.addQuery("active", true)
gr.query()
while (gr.next()) {
  count++
}

// GOOD - Use GlideAggregate
var ga = new GlideAggregate("incident")
ga.addQuery("active", true)
ga.addAggregate("COUNT")
ga.query()
if (ga.next()) {
  var count = ga.getAggregate("COUNT")
}

CRUD Operations

Insert

javascript
var gr = new GlideRecord("incident")
gr.initialize()
gr.setValue("short_description", "New incident")
gr.setValue("caller_id", gs.getUserID())
gr.setValue("priority", "3")
var sysId = gr.insert()

Update

javascript
var gr = new GlideRecord("incident")
if (gr.get("sys_id_here")) {
  gr.setValue("state", "6") // Resolved
  gr.setValue("close_notes", "Issue fixed")
  gr.update()
}

Delete (Use with Caution!)

javascript
var gr = new GlideRecord("incident")
if (gr.get("sys_id_here")) {
  gr.deleteRecord()
}

Bulk Update

javascript
var gr = new GlideRecord("incident")
gr.addQuery("state", "6") // Resolved
gr.addQuery("resolved_at", "<", gs.daysAgoStart(30))
gr.query()

while (gr.next()) {
  gr.setValue("state", "7") // Closed
  gr.update()
}

Query Operators

OperatorExampleDescription
=addQuery('active', true)Equals
!=addQuery('active', '!=', true)Not equals
>, <addQuery('priority', '<', '3')Greater/Less than
>=, <=addQuery('sys_created_on', '>=', gs.daysAgoStart(7))Greater/Less or equal
CONTAINSaddQuery('short_description', 'CONTAINS', 'error')Contains string
STARTSWITHaddQuery('number', 'STARTSWITH', 'INC')Starts with
ENDSWITHaddQuery('email', 'ENDSWITH', '@company.com')Ends with
INaddQuery('state', 'IN', '1,2,3')In list
NOT INaddQuery('state', 'NOT IN', '6,7')Not in list
ISEMPTYaddQuery('assigned_to', 'ISEMPTY', '')Field is empty
ISNOTEMPTYaddQuery('assigned_to', 'ISNOTEMPTY', '')Field is not empty

Security Considerations

  1. setWorkflow(false) - Skip business rules for bulk operations
  2. setLimit() - Prevent runaway queries
  3. Check canRead()/canWrite() - Verify ACL permissions
  4. Never trust user input - Validate before using in queries

Frequently asked questions

What does the Gliderecord Patterns AI skill do?

Write efficient ServiceNow GlideRecord queries — addQuery vs addEncodedQuery, setLimit, GlideAggregate for counts, avoiding N+1 in loops, query operators, and safe CRUD with workflow control.

Why use Gliderecord Patterns on TypingMind?

Because you install it once and use it with any model. Gliderecord Patterns is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Gliderecord Patterns in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/serac-labs/serac/tree/main/packages/skills/gliderecord-patterns. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Gliderecord Patterns?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Gliderecord Patterns?

As many as you like. As long as a model supports skills, you can use Gliderecord Patterns with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Gliderecord Patterns AI skill free?

Yes. It is published on GitHub by serac-labs under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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