Shadow AI Discovery

Updated May 13, 2026

What this skill does

Scans your GitHub repositories, Slack workspace, and SSO logs to detect unauthorized AI tool usage. Classifies each finding by risk level and data exposure, then generates a prioritized remediation plan with actions ranging from approve-with-controls to block-and-notify. Includes communication templates for affected users.

Example

PROMPT

Approved tools: GitHub Copilot, ChatGPT Enterprise Organization: 300 employees, 60 repositories on GitHub Slack workspace: 45 channels, 120 installed apps Concerns: Developers may be using personal AI accounts with company code

OUTPUT

Shadow AI Discovery Report — February 2026 SUMMARY: Found 7 unapproved AI tools across 4 departments FINDINGS | Tool | Users | Risk | Data Exposure | Action | |-------------------|-------|--------|----------------|--------------| | Claude (personal) | 12 | High | Source code | Replace | | Cursor (free) | 8 | Medium | Internal code | Approve+SSO | | Phind | 5 | Medium | Code snippets | Evaluate | | ChatGPT (free) | 15 | High | Internal docs | Block | | Codeium | 3 | Low | Public code | Approve | | TabNine | 2 | Low | Local only | Approve | | Custom GPT bot | 1 | High | PII in prompts | Block+Review | GitHub scan: Found .cursor/ in 8 repos, .cline/ in 2 repos Slack scan: 3 unauthorized AI bot integrations detected REMEDIATION PLAN - Immediate: Block ChatGPT free, notify 15 users with approved alternatives - This week: Onboard 8 Cursor users to enterprise plan with SSO - This month: Evaluate Phind and Codeium for approved catalog

Required Tools

Slack

GitHub

Compatible Agents

Claude

Cursor

Windsurf

ChatGPT

GitHub Copilot

Any MCP-compatible agent

Add to your agent

Download Skill

Or install via CLI:
$ npx skills add webrix-ai/agent-skills --skill shadow-ai-discovery

Deploy Org-wide

Provision to teams via RBAC

Identity-aware execution

Signed & verified skills

Full audit trail

Auto-bundled with required MCP servers

Use with

Free for up to 5 users

Related Skills

Abandoned Cart Recovery

Detects abandoned carts and triggers recovery workflows including email sequences, discount offers, and retargeting campaigns. Analyzes cart abandonment patterns to identify friction points in the checkout flow. Tracks recovery rate and revenue recaptured.

A/B Testing

Helps design statistically rigorous A/B tests for marketing campaigns, landing pages, and product features. Calculates required sample sizes, defines success metrics, sets up test variants, and analyzes results with confidence intervals. Prevents common testing mistakes like peeking and underpowered tests.

AI Adoption Dashboard Builder

Creates a multi-tab analytics dashboard for tracking AI tool adoption across your engineering organization. Includes executive KPIs, team-level adoption curves, per-tool usage breakdowns, productivity impact comparisons, and cost tracking. Optionally generates a Grafana dashboard JSON for real-time monitoring.

AI Adoption Readiness Assessment

A structured assessment framework that scores your organization across five critical dimensions of AI readiness. Produces an actionable scorecard with prioritized recommendations, a detailed gap analysis spreadsheet, and optional Jira tickets to track remediation efforts.

Your agents are already in the wild.

Give them a Basecamp. Go from AI chaos to AI work, in minutes.

Get Started

See a Demo