General-purpose AI does not come with Ignition's rules, project structure, or Gateway context. Give it Ignition-specific skills and live API feedback to build Perspective pages, Jython scripts, expressions, and UDT tags through controlled Ignition API workflows, with less guessing and fewer hallucinations.
Ignition-specific AI workflow
From generic output to Gateway-validated work
19
Customer skill packages
15 for 8.1 · 4 for 8.3
Last updated
Vision 1.0.54 + Vision Jython 0.2.19 · 4:52 PM CT
8.1 / 8.3
Ignition focus
Version-aware
2.7.3 / 2.7.4
Jython enforced
Version-aware
// What customers get
Choose the Gateway line first. The toolkit keeps Ignition 8.1 and 8.3 Jython, resource, and API assumptions separated so the agent loads the rules that match the system it is touching.
Ignition 8.1 skill line
14 public skill pages available now.
PIZ-01 · v1.0.111
Creates portable Ignition 8.1 Perspective packages when the AI cannot reach the customer's Gateway. Targets Ignition project-resource shape and still expects Designer import validation before anyone calls it proven.
PHB-02 · v1.0.131
Uses the Web Dev API runner to inspect, apply, validate, and troubleshoot a reachable Gateway. Your agent works against the live project instead of guessing at it.
PBL-03 · v1.0.73
Turns important Perspective clicks, commands, blocked actions, and UI-only operator events into audit, logger, SQL, tag, and browser-verified evidence instead of mystery button behavior.
LOG-04 · v1.0.78
Diagnoses Ignition Gateway, wrapper, Perspective, module, thread-dump, and diagnostic-bundle evidence with source labels, time windows, confidence levels, and next steps.
UDT-05 · v1.0.97
Builds reusable Ignition 8.1 UDT models instead of copy/pasted tag folders. Gives your agent the rules for parameters, nested UDTs, alarms, tag events, and dynamic Perspective discovery.
UFA-06 · v1.0.11
Audits UDT definitions, instances, exported tag JSON, and reachable Gateway evidence for inherited risk, broken dependencies, scripts, alarms, historian settings, and unsafe writable surfaces.
JSB-07 · v1.1.131
Writes Ignition-safe Jython 2.7.3 scripts without Python 3 syntax leaks or unsafe tag assumptions. f-strings, walrus operators, and py3 stdlib calls never make it into your Gateway.
SQB-08 · v1.0.200
Designs safer Named Queries, database-backed Perspective pages, and Tag Historian SQL patterns. Read-only preview discipline before anything touches production data.
HMI-09 · v1.0.22
Gives AI agents industrial HMI and SCADA visual rules for Ignition Perspective screens: calm normal operation, clear abnormal states, readable density, and consistent operator-facing hierarchy.
EXP-10 · v1.0.39
Helps AI agents write and debug Ignition 8.1 expressions for tags, Perspective bindings, transforms, UDT members, quality checks, dynamic tag paths, and runScript boundaries without drifting into Jython or SQL.
ALM-11 · v1.0.33
Helps an AI agent trace alarm status, journal history, audit events, delivery clues, shelving, acknowledgement, and nuisance patterns before trusting that a notification workflow worked.
HIS-12 · v1.0.20
Diagnoses why trends, tables, and historian queries do not match the process by separating tag configuration, store-and-forward, query windows, interpolation, pruning, and quality.
PERF-13 · v1.0.182
Profiles slow Perspective pages with runner evidence, session metrics, Gateway performance snapshots, logs, and one-change-at-a-time tuning discipline.
VIS-14 · v1.0.54
Combines the Vision resource-lifecycle skill with its built-in Vision Jython companion so an agent can work across Gateway project resources and native client behavior.
Included · RUN-00 · API v0.3.224
A three-file Web Dev quick start with one paste-ready doPost runner, one setup guide, and one concise Gateway health check.
// Why it works
The toolkit is built around importable, inspectable artifacts: Perspective pages, UDT models, scripts, queries, runner setup, validation steps, and lessons learned from real Ignition testing.
01
Build an importable Perspective zip for an air-gapped customer, or point the host-side API runner at a reachable Gateway for live work.
02
The skills tell your AI exactly how to structure Perspective view JSON, reusable UDT models, industrial HMI/SCADA styling, expression bindings, operator-action logs, diagnostic reports, Jython 2.7.3 scripts, Named Queries, and their dependencies.
03
Dry runs, route checks, tag existence checks, Gateway log reads, and rollback points. See the live validation workflow.
// In action
# Jython 2.7.3 — Gateway scope. No py3 syntax.
# Skill rule: always check QualifiedValue.quality before use.
def writeSetpointSafe(tagPath, value, timeoutMs=1000):
qv = system.tag.readBlocking([tagPath], timeoutMs)[0]
if not qv.quality.isGood():
logger = system.util.getLogger("SetpointWriter")
logger.warnf("Bad quality on %s: %s", tagPath, str(qv.quality))
return False
# 2.7.3-safe formatting — no f-strings
result = system.tag.writeBlocking([tagPath], [value], timeoutMs)[0]
return result.isGood()// Ignition AI Toolkit
One purchase. Every skill file, the Ignition 8.1 and 8.3 APIs, and the setup guidance for building Perspective pages, importable packages, reusable UDT models, HMI/SCADA screens, expression bindings, Jython scripts, and SQL-backed dashboards with fewer wrong assumptions.
Fifteen Ignition 8.1 packages plus five Ignition 8.3.8 skill packages for Jython 2.7.4, Perspective, UDTs, expressions, and HMI/SCADA design.
An 8.3.8-specific Gateway package with 61 fixed actions, explicit action-result contracts, and version-matched workflows.
Controlled Gateway automation for page apply, route checks, tag discovery, live log queries, backups, and rollback.
Live Gateway log reads require the API connection; pasted/exported logs can still be triaged with source labels, time windows, and confidence levels.
Version-specific install notes, first-run checklists, and practical guardrails for Ignition 8.1 and 8.3.8.
Paid users get versioned downloads, updated assets, and a clean place to retrieve the current toolkit.
Checkout, payment confirmation, and purchase records are handled through Stripe.
More Ignition cases, buyer feedback, and future tested 8.1 and 8.3 releases are included for lifetime members.
$99USD
Founder pricing while the first 50 customer spots last
First 50 customers
Loading offer count
24 spots left at $99
24 of 50 founder spots remain. Checkout applies founder pricing automatically while spots remain.
Limited-time
Founder Edition
Buy once, then sign in with the same email used at checkout to access the released Ignition 8.1 and 8.3 downloads plus future tested skill releases.
// FAQ
The skill files are plain, structured markdown plus reference assets. They work with Claude, Claude Code, OpenAI Codex, ChatGPT, and any agent that can read instruction files. No vendor lock-in.
No. The Perspective Import Zip Builder is designed for air-gapped or unreachable Gateways and produces importable project packages. When you do have a reachable Gateway, the Perspective Host Builder plus the Web Dev API runner give your agent a live, validated workflow.
The UDT Builder helps an AI agent model equipment as reusable Ignition UDTs instead of copied tag folders. It focuses on parameters, nested UDTs, member overrides, alarms, tag events, and dynamic Perspective pages that can discover equipment as the system grows.
It helps an AI agent make Perspective screens feel like industrial operations software instead of generic dashboards. It focuses on calm normal operation, abnormal-state contrast, semantic color, readable density, controls versus indicators, tables, trends, alarms, KPIs, and faceplate composition.
Ignition expressions are not Jython scripts or SQL. The expression skill helps the AI write valid Expression Tags, Perspective expression bindings, transforms, UDT expression members, dynamic tag paths, quality checks, and guarded calculations without inventing syntax that Ignition will reject.
It can triage pasted or exported logs without Gateway access. Live Gateway health snapshots, module-version evidence, focused log reads, and wrapper-log checks require the Web Dev API runner on an approved Ignition instance.
The toolkit has separate version tracks. Ignition 8.1 uses Jython 2.7.3 and the 8.1 resource model. Ignition 8.3.8 uses Jython 2.7.4 and its own API and skill packages. The Web Dev runner installs as a standard Web Dev module resource.
The versioned Jython skills enforce the Gateway runtime: Jython 2.7.3 for Ignition 8.1 and Jython 2.7.4 for Ignition 8.3.8. They block Python 3-only syntax and assumptions, then use runtime-aware validation patterns before Gateway changes.
The runner is designed to be inspectable and minimal: every route is documented, destructive operations support dry-run mode, applies create rollback points, and the skill instructs the agent to read Gateway logs and validate before and after every change. Review what the API runner can do.
After purchase, you sign into the customer portal with the email used at checkout. Ignition 8.1 and 8.3 resources have separate filters and Download All packages, so version-specific files do not get mixed together.
// Stop correcting. Start validating.
One-time payment. Current founder pricing unlocks the Ignition 8.1 and 8.3 skills, both Gateway API packages, versioned downloads, and future tested releases.
Founder price for now. No subscription.