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 SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context --skill arcgis-knowledge-graphsgit clone --depth 1 https://github.com/SaschaBrunnerCH/arcgis-maps-sdk-js-ai-contextWrote 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/saschabrunnerch/arcgis-maps-sdk-js-ai-context/arcgis-knowledge-graphs)<a href="https://agentmods.dev/skills/saschabrunnerch/arcgis-maps-sdk-js-ai-context/arcgis-knowledge-graphs"><img src="https://agentmods.dev/badge/skills/saschabrunnerch/arcgis-maps-sdk-js-ai-context/arcgis-knowledge-graphs/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/saschabrunnerch/arcgis-maps-sdk-js-ai-context/arcgis-knowledge-graphs"><img src="https://agentmods.dev/badge/skills/saschabrunnerch/arcgis-maps-sdk-js-ai-context/arcgis-knowledge-graphs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00050 | $0.02896 |
| Opus 5 | $0.00025 | $0.01448 |
| Sonnet 5 | $0.00010 | $0.00579 |
| Haiku 4.5 | $0.00005 | $0.00290 |
Grade A, and why
arcgis-knowledge-graphs 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 12d 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 — 488 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ArcGIS Knowledge Graphs
Use this skill for knowledge graphs, graph queries (openCypher), link chart visualization, and entity-relationship management.
Import Patterns
ESM (npm)
// Knowledge graph service
import * as knowledgeGraphService from "@arcgis/core/rest/knowledgeGraphService.js";
// Layers
import KnowledgeGraphLayer from "@arcgis/core/layers/KnowledgeGraphLayer.js";
import LinkChartLayer from "@arcgis/core/layers/LinkChartLayer.js";
// Views and charts
import WebLinkChart from "@arcgis/core/WebLinkChart.js";
import LinkChartView from "@arcgis/core/views/LinkChartView.js";
// Layout settings
import OrganicLayoutSettings from "@arcgis/core/linkChart/OrganicLayoutSettings.js";
import ChronologicalLayoutSettings from "@arcgis/core/linkChart/ChronologicalLayoutSettings.js";
import LinkChartLayoutSwitcher from "@arcgis/core/linkChart/LinkChartLayoutSwitcher.js";
CDN (dynamic import)
const knowledgeGraphService = await $arcgis.import(
"@arcgis/core/rest/knowledgeGraphService.js",
);
const KnowledgeGraphLayer = await $arcgis.import(
"@arcgis/core/layers/KnowledgeGraphLayer.js",
);
const WebLinkChart = await $arcgis.import("@arcgis/core/WebLinkChart.js");
const LinkChartView = await $arcgis.import(
"@arcgis/core/views/LinkChartView.js",
);
Knowledge Graph Service
Fetch Knowledge Graph
const url =
"https://your-server/server/rest/services/Hosted/YourKG/KnowledgeGraphServer";
const knowledgeGraph = await knowledgeGraphService.fetchKnowledgeGraph(url);
console.log("Graph name:", knowledgeGraph.name);
console.log("Entity types:", knowledgeGraph.dataModel.entityTypes);
console.log("Relationship types:", knowledgeGraph.dataModel.relationshipTypes);
Service Functions
| Function | Description |
|---|---|
fetchKnowledgeGraph(url) |
Fetch knowledge graph metadata and data model |
executeQuery(kg, params) |
Execute openCypher query, return all results |
executeQueryStreaming(kg, params) |
Stream large query results |
executeSearch(kg, params) |
Full-text search across entities |
executeApplyEdits(kg, params) |
Add, update, or delete entities and relationships |
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.
- 12d ago First seen · 488 lines · 50 tokens per session scan A 2f27f1f6d5a3
arcgis-knowledge-graphs is a skill published in the GitHub repository SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context (22 stars, last pushed 5mo ago), licensed MIT. It adds 50 tokens to every session and 2,896 once invoked, about $0.0003 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.
Other skills, from other repositories
create-pr
Creates a GitHub PR with a Linear-ticket-prefixed title and a decision-led, narrative description for Prisma 8. Use when the user wants to create a pull request, open a PR, or submit changes for review.
schema-exploration
Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.
ha-data-stores
Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect sessions/messages/memory/logs/background jobs/knowledge indexes/settings, asks the model to query local app data, or debugging requires checking persisted state. Trigger…
nornicdb-cypher-queries
Pick fast, predictable Cypher query shapes in NornicDB — point lookups, batch retrieval, pagination, search, traversal, batched UNWIND/MERGE writes, cleanup, multi-tenant isolation. Use when writing or reviewing Cypher whose latency or throughput matters; maps user intent to the executor's hot-path query templates.
supabase
Supabase / PostgREST Row-Level-Security playbook — pull the anon (or leaked servicerole) key out of the frontend JS, map tables from the auto-generated OpenAPI spec, test anonymous RLS READ disclosures (PII/secret leaks), and anonymous RLS WRITE abuse (insert/update/delete — e.g. forging…
volcengine-rds-postgresql
A tool for operating PostgreSQL databases hosted by Volcano Engine's managed database service. PostgreSQL is a relational database used to store structured application data.