GitHub on Vortex IQ

Monitor GitHub health, cost and reliability signals, and catch incidents and runaway spend early.

Monitor GitHub health, cost and reliability signals, and catch incidents and runaway spend early.

Connect or manage this source · How connecting works · Create a workflow

20

performance signals

3

automated checks

0

prepared fixes

35

proven workflows

1,221

API operations

Overview

What you can achieve

Capabilities are grouped around merchant outcomes, not API terminology.

Run operations

Monitor orders, fulfilment, delivery and settlement.

Grow revenue

Improve discovery, conversion, campaigns and repeat purchase.

Control risk and change

Keep tracking, access and change under governed control.

From connection to verified outcome

The controlled sequence every capability follows. Nothing changes a connected system without the approval step.

1. Connect

   Authorise the source. Scopes are shown before access is granted.

2. Monitor

   Watch the signals against your own baselines, not universal defaults.

3. Detect

   Run checks and gather evidence specific to your store.

4. Recommend

   Explain what happened, why it matters and the proposed action.

5. Approve

   You review scope, risk and reversibility before anything changes.

6. Execute

   Apply through governed connector operations.

7. Verify

   Confirm the intended result and keep the receipt.

No changes are made without the configured approval policy. Read-only operations do not modify the connected system; schedules, access scopes, API usage and data handling remain governed by Vortex IQ controls.

Monitor (20)

Monitor performance

20 performance signals. Open an outcome to see its signals and how each one alerts. Read-only operations do not modify the connected system.

Run operations (14 signals)

Signal	Alert behaviour	What it tracks
Active Repos (30d)	Watch only	Count of repos with pushed_at within the last 30d and archived=false.
Avg Commits / Active Repo (30d)	Watch only	30d commit count / active-repos-30d; concentration of delivery across the fleet.
CI Pass Rate (30d)	Alert band 95 / 80	workflow_runs with conclusion=success / all completed runs (conclusion not null) created within 30d, x100, across the top 10 repos.
Languages by Repo Count	Watch only	Repos grouped by their primary language field (nulls skipped), top 10 by count.
Median Open PR Age	Alert band 3 / 14	Median of (now - created_at) in days across all open PRs; drives vc_pr_age_days (lower is better).
Merged PRs (30d)	Watch only	Count of closed PRs with merged_at within the last 30d (state=closed&sort=updated) across the top 10 repos.
Most Active Repo (30d)	Watch only	The repo with the most commits in the last 30d; value = commit count, detail = repo full_name.
Open Pull Requests	Watch only	Count of open PRs from /repos///pulls?state=open across the top 10 repos.
PR Age Alert	Alert band 3 / 14	Median open-PR age in days; fires when it crosses the vc_pr_age_days band (bad at >14d).
Releases (30d)	Watch only	Count of releases with published_at within the last 30d from /repos///releases across the top 10 repos.
Repositories	Watch only	Count of repos returned by /user/repos (affiliation=owner,organization_member).
Stale PRs (>14d)	Watch only	Count of open PRs whose age (now - created_at) exceeds 14 days.
Total Stars	Watch only	Sum of stargazers_count across all repos.
Workflow Runs (30d)	Watch only	Count of Actions workflow_runs created within the last 30d across the top 10 repos.

Grow revenue (4 signals)

Signal	Alert behaviour	What it tracks
Commits (30d)	Alert band 0 / -50	Count of commits from /repos///commits (author date within 30d) summed across the top 10 repos; change_pct vs the prior 30d drives vc_dep
Deploy Cadence Trend	Alert band 0 / -50	Daily count of delivery events (commits + releases) over 30d; value = 30d total, change_pct vs the prior 30d drives vc_deploy_cadence.
Deploy Stall Alert	Alert band 0 / -50	Delivery-event (commits + releases) change_pct vs the prior 30d; fires on a stall per the vc_deploy_cadence band.
Pipeline Health Score	Alert band 90 / 70	0-100 composite = 0.4 x CI pass rate + 0.3 x PR-age score (100 at <=3d, 0 at >=14d) + 0.3 x deploy-cadence score (100 + cadence change_pct, clam

Control risk and change (2 signals)

Signal	Alert behaviour	What it tracks
Daily Commits Trend	Watch only	Commits grouped by day over the last 30d (author date), summed across the top 10 repos.
Open Issues	Watch only	Sum of open_issues_count across all repos (the field counts issues plus open PRs per the REST API).

Audit (3)

Audit risks and opportunities

A fix status appears only where the action, inputs, approval, verification and recovery controls are mapped. Candidate remediations are never executable. Open a check for the detail.

CI pass rate below 80%

Severity high · Outcome Run operations · Fix status Report only

More than 1 in 5 CI runs is failing. At this rate, a genuinely broken change is more likely to slip through unnoticed (lost in the normal noise of failures) and developers waste time re-running or diagnosing failures that have nothing to do with their own change, slowing the whole team down.

Vortex IQ detects and explains this; resolution is manual, with evidence and recommended steps.

Reference: VC-CI-001

Delivery cadence dropped more than 50% vs the prior period

Severity medium · Outcome Grow revenue · Fix status Report only

Deploys or merges have dropped by more than half compared to the prior period. That usually means fixes and improvements, including fixes for issues this same audit has flagged elsewhere, are not shipping, which slows the whole team’s ability to respond to anything urgent.

Vortex IQ detects and explains this; resolution is manual, with evidence and recommended steps.

Reference: VC-CADENCE-001

Median open pull-request age above 14 days

Severity medium · Outcome Run operations · Fix status Report only

Half of open pull requests have been waiting more than two weeks. Work that is done but not merged is not delivering any value yet, and the longer a PR sits open, the more it tends to drift from the main branch, making it harder to merge later than it would have been today.

Vortex IQ detects and explains this; resolution is manual, with evidence and recommended steps.

Reference: VC-PR-001

Build your own automated fixes

Turn any finding into an automated fix with a Vortex IQ workflow: over 13,000 read and write operations across more than 200 connectors are available as building blocks, with approval, verification and rollback on every change.

Automate

Automate approved work

Vortex IQ is integrated with 637 read and 584 write operations across gists, repoissuecomments, repopullcomments, userfollowings, userpackages, userpackageversions on GitHub. Combine them with anything from the over 13,000 operations across more than 200 connectors to automate the work in your own words.

Changes follow your configured approval policy: the target, proposed change, affected records, risk, reversibility and verification plan are shown before execution.

Create a workflow

Proven workflow templates (35)

API Contract Drift Watch

For Developer · Ready to deploy

detects connector or internal schema changes before production failure.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Actionable Incident Triage

For Developer · Ready to deploy

correlates errors, deploys and affected journeys and opens a pre-filled engineering ticket.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Connector Auth Failure Triage

For Developer · Ready to deploy

distinguishes expiry, scope, rate limit and upstream outage causes.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Dependency Risk Queue

For Developer · Ready to deploy

surfaces relevant security/end-of-life updates with compatibility and test guidance.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Failed Job Replay Assistant

For Developer · Ready to deploy

diagnoses and safely retries idempotent work while escalating unsafe cases.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Flaky Test Investigator

For Developer · Ready to deploy

clusters intermittent failures and ranks likely ownership and root cause.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

PR Risk Summary

For Developer · Ready to deploy

reports affected services, missing tests, operational risk and required approvers.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Performance Regression Bisect

For Developer · Ready to deploy

correlates release changes with latency and frontend performance shifts.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Safe Fix Branch

For Developer · Ready to deploy

creates a scoped branch/PR with evidence, tests and rollback notes for an approved issue.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Technical SEO Ticket Builder

For Developer · Ready to deploy

translates crawl/indexation evidence into reproducible developer work.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Auto-apply Guardrail Approval

For Security manager · Ready to deploy

requires security sign-off when an automation gains broader write authority.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Blocked Work Escalator

For Engineering manager · Ready to deploy

detects ageing PRs/tickets and identifies the missing decision or dependency.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Change Failure Rate Watch

For Engineering manager · Ready to deploy

tracks failed deploys and highlights teams/services with worsening patterns.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Cloud Exposure Watch

For Security manager · Ready to deploy

detects risky DNS, firewall, storage or edge configuration changes.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Connector Access Review

For Security manager · Ready to deploy

inventories credentials, scopes, owners, use and age; routes unnecessary access for revocation.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Engineering Dependency Watch

For Engineering manager · Ready to deploy

tracks vulnerable, unsupported or risky platform dependencies.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Executive Technology Pack

For Engineering manager · Ready to deploy

translates technical risk and delivery evidence into commercial impact.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Incident Containment Pack

For Security manager · Ready to deploy

prepares reversible, scoped containment actions for human approval.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Incident Learning Loop

For Engineering manager · Ready to deploy

creates the timeline, contributing factors, actions and follow-up ownership.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Monthly Security Evidence Pack

For Security manager · Ready to deploy

retains what changed, who approved it, results and rollback availability.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Privilege Drift Monitor

For Security manager · Ready to deploy

alerts when repository, cloud or connector permissions exceed policy.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Release Risk Gate

For Engineering manager · Ready to deploy

scores change size, test evidence, service health and rollback readiness before approval.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Rollback Audit

For Engineering manager · Ready to deploy

verifies that rollbacks completed and downstream state returned to expected values.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Suspicious Change Correlator

For Security manager · Ready to deploy

links identity, code, infrastructure and automation audit events.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Third-party Integration Risk Review

For Security manager · Ready to deploy

assesses new connectors before activation and on material permission change.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Vulnerability Remediation Queue

For Security manager · Ready to deploy

ranks findings by exploitability, exposure and affected revenue paths.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Cloudflare, StagingPro, Jira Cloud, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Weekly Delivery and Reliability Brief

For Engineering manager · Ready to deploy

combines throughput, failed changes, incidents, rollbacks and ageing work.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: Jira Cloud, Cloudflare, StagingPro, Microsoft Teams

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Accessibility Regression Sweep

For Web / digital product manager · Ready to deploy

monitors high-value templates for newly introduced violations.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Broken Experience Prioritiser

For Web / digital product manager · Ready to deploy

combines errors, traffic and revenue impact into a ranked product backlog.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Conversion Journey Sentinel

For Web / digital product manager · Ready to deploy

repeatedly tests priority journeys and captures actionable failure evidence.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Core Web Performance Guard

For Web / digital product manager · Ready to deploy

detects page/template regressions and routes them to the owning team.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Post-release Regression Watch

For Web / digital product manager · Ready to deploy

compares critical KPIs and technical signals before/after deploy.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Release Readiness Gate

For Web / digital product manager · Ready to deploy

checks staging journeys, accessibility, analytics, SEO, performance and rollback readiness.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Rollback Recommendation Pack

For Web / digital product manager · Ready to deploy

assembles evidence and prepares a reversible action when guardrails fail.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Third-party Script Risk Watch

For Web / digital product manager · Ready to deploy

flags new, slow, failing or unapproved scripts and tags.

Also available on: Azure DevOps, Bitbucket, GitLab

Tested alongside: StagingPro, Cloudflare, Jira Cloud, BigCommerce, Shopify

Runs on a schedule or trigger. Any step that changes data pauses for approval, and results deliver to the configured destination with a run receipt.

Browse the operations you can build with

Resource	Read operations	Write operations
gists	3	3
repoissuecomments	3	3
repopullcomments	3	3
userfollowings	4	2
userpackages	4	2
userpackageversions	4	2
enterpriscodesecurityconfigurations	2	3
enterpristeams	2	3

Signed-in users see the full catalogue in the workflow builder, filtered to the sources they have connected.

5 further designed workflows are in validation and become activatable only once proven against a live account. Prototypes are never presented as ready.