CI/CD Pipeline Validator

Architecture Reference Templates · Build Command Audit · Configuration Inventory · Pattern Matching

Input Sources

💬 Slack 🐙 GitHub 📧 Email

Incoming Events

Routing Layer

PassresolveRoute()Route Messages to Agents

HTTP Server

Plugin Routes + Handlers for Webhooks & API

Pipeline Entry

Processing Pipeline

No LLM

LLM Call

Embedding

Database Write

Step 0

Pre-filter

Allowlist, Bot
Dedup Check

→

Step 1

Relevance

Low-cost LLM
Boolean Check

→

Step 2

Classification

JSON Schema
Validate Output

→

Step 3

Embedding

Vector Embedding

Step 5

Enrichment

User Resolution

→

Step 4

Clustering

Cosine Similarity
+ INSERT

Stored & Queryable

Agent Tools

searchSemantic Vector Search
clustersBrowse & Filter
statsAggregate Metrics

Actions

Create Ticket from Cluster
Notify Customer on Ship
Generate Release Notes

Dashboard

Metrics Overview
Feedback Flow
Natural Language Chat Interface

Multi-tenant— Each agent has an isolated database at{agentDir}/intelligence/feedback.db, with per-agent config overrides and credential isolation.

Tested

Pass

Fail

Pass Rate

Click button to run validation tests...

Build Command Allowlist— Verifynpm/pnpm/yarn/bun,go build,cargo,make,mvn,gradle,docker,kubectl,terraformetc. are correctly identified and allowed through.
Access commands likecd build,ls distshould be correctly blocked.

Pattern Matcher

Enter a path to test against.vcignorepatterns

Click "Test Path"...

Broad Pattern Detection

Detect overly broad glob patterns

Detecting broad patterns...

Default Block Patterns — node_modules,dist,build,.git,__pycache__,.venv,venv,vendor,target,coverage,.next,.nuxt
Subfolder patterns (e.g.packages/web/node_modules) are also correctly matched. Use!prefix to add exceptions.

CLAUDE.md

Rule Files

MCP Servers

Hooks

Config Count · Simulated Environment

This tab simulates countingCLAUDE.md,rules,MCPandhooksacross users and projects.

Click "Scan Config" to simulate scanning...

Tip:The config count tool counts MCP servers and hooks in~/.claude/settings.json,.mcp.json,settings.local.json, and rule directories across users and projects.

Requirements Audit · Point-to-Point Review

Requirement	Plan	Status
Template: Only`yoth-special-edition`	Plan scopes everything to this template.	Match
Tomorrow EOD (Friday), release Tuesday morning	Plan title says the same.	Match
Update BIS button label and popup text	Button text + modal description configurable via settings.	Match
Trigger event using Stoq's API	Using`openInlineForm`,`openModal`,`removeInlineForm`.	Match
Show only for OOS variants	DOM-based out-of-stock detection.	Match
Exclude products tagged with`excludebis`Tagged Products	Checked in both PDP and PLP Liquid.	Match
`openInlineForm`Load Stoq form in modal	PDP modal uses`openInlineForm`.	Match
Button label: "Join the waitlist"	Pre-filled in template JSON.	Match
Run`stoq:restock-modal:submitted`	on form submit`openInlineForm`Not mentioned in plan. Unclear if Stoq auto-fires this event when using	in a custom modal.
Gap	Theme: Huha 2.0 - Giddy Up Collection D2C Launch`145580556374`Clone ID	.
Match	Make changes locally	Local dev + theme push.
Match		11 items reviewed

10 Match · 1 Gap stoq:restock-modal:submittedGap Analysis:dispatchEventevent. Michael explicitly requested this event fire on form submit. If other integrations (Klaviyo, analytics, theme JS) listen for it, missing it could silently break the submission pipeline. Recommend adding an explicit