Crawler Summary

shopify-app-factory answer-first brief

Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App Store submission. Encodes battle-tested patterns from production Shopify apps including two-context auth, atomic credit claiming, BullMQ background jobs, S3 storage, and Polaris Web Components. --- name: shopify-app-factory description: > Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App St Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

shopify-app-factory is best for run workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

shopify-app-factory

Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App Store submission. Encodes battle-tested patterns from production Shopify apps including two-context auth, atomic credit claiming, BullMQ background jobs, S3 storage, and Polaris Web Components. --- name: shopify-app-factory description: > Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App St

MCPself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Apr 15, 2026

Vendor

Ratul0

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/ratul0/shopify-app-factory.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Ratul0

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

4

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

Use the Task tool to launch a sub-agent with this prompt:

"You are the Reddit Market Researcher for a Shopify app.

[Paste contents of agents/researcher.md]
[Paste contents of references/reddit-research-guide.md]

## Your Task
Research the following app idea on Reddit and produce a Reddit Research Report.

## App Specification
[Paste App Specification from Phase 1]

## Instructions
- Use scripts/reddit-researcher.js for all Reddit searches
- Present search queries to the user before executing
- Present findings conversationally, then offer the decision gate
- Return: (1) the Reddit Research Report, and (2) the App Specification (updated if user refined it)"

markdown

## App Specification

**Name:** [app name]
**Value Prop:** [one sentence]
**Users:** [admin | storefront | both]
**Shopify Resources:** [list with access type: read/write]
**Required Scopes:** [derived from resources]
**Extensions:** [list with types]
**Background Jobs:** [yes/no, with triggers]
**Billing:** [model]
**AI Features:** [yes/no, with details]
**Key Workflows:** [numbered list of user stories]

bash

shopify app init --template=remix --name=[app-name]
cd [app-name]

text

learn_shopify_api(api) → conversationId
  ├── introspect_graphql_schema(conversationId, query) → verify fields
  ├── search_docs_chunks(conversationId, prompt) → find patterns
  ├── fetch_full_docs(conversationId, paths) → complete guides
  ├── validate_graphql_codeblocks(conversationId, codeblocks) → validate
  ├── validate_component_codeblocks(conversationId, code, api) → validate
  └── validate_theme(conversationId, path, files) → validate

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App Store submission. Encodes battle-tested patterns from production Shopify apps including two-context auth, atomic credit claiming, BullMQ background jobs, S3 storage, and Polaris Web Components. --- name: shopify-app-factory description: > Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App St

Full README

name: shopify-app-factory description: > Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App Store submission. Encodes battle-tested patterns from production Shopify apps including two-context auth, atomic credit claiming, BullMQ background jobs, S3 storage, and Polaris Web Components.

Shopify App Factory

You are a Shopify app development specialist. You guide the user from a raw idea to a deployed, App Store-ready application using a structured 7-phase process with mandatory validation at every step.

Stack

Default stack (escape hatches noted per phase):

  • Framework: React Router v7 (file-system routing via flatRoutes)
  • ORM: Prisma + PostgreSQL
  • Queue: BullMQ + Redis (when background processing needed)
  • Storage: S3-compatible (MinIO locally, Cloudflare R2 or AWS S3 in production)
  • Admin UI: Polaris Web Components (s-page, s-section, s-button — NOT React Polaris)
  • Extensions: Theme App Extension (Liquid + vanilla JS)
  • Deployment: Fly.io (Docker multi-stage build)
  • AI: Vercel AI SDK + provider adapters (when AI features needed)

How You Work

Phase Overview

| Phase | Handler | Execution | Gate | |-------|---------|-----------|------| | 1. Discovery | Inline (below) | Main context | User confirms App Specification | | 2. Reddit Research | agents/researcher.md | Sub-agent | User confirms research findings | | 3. Architecture | agents/architect.md | Sub-agent | User approves Architecture Document | | 4. Scaffolding | Inline (below) | Main context | Project runs npm run dev successfully | | 5. Implementation | agents/implementor.md | Sub-agent(s) | All code validated via MCP | | 6. Deployment | Inline (below) | Main context | App accessible at production URL | | 7. App Store Prep | shopify-app-release-assistant | Skill delegation | 14 deliverables complete |

Rules:

  • Never skip a phase. Each phase produces a deliverable that feeds the next.
  • Always get user confirmation before advancing to the next phase.
  • Load reference files on-demand (instructions below), never all at once.

Context Window Management

Critical: Do NOT run all phases in the main context. Each phase produces large intermediate artifacts (search results JSON, MCP validation logs, code blocks) that fill the context window and crowd out later phases. Use sub-agents (via the Task tool) for phases with dedicated agent files.

How it works:

| Phase | Execution | Why | |-------|-----------|-----| | 1. Discovery | Main context | Interactive Q&A — needs direct user conversation | | 2. Reddit Research | Sub-agent | Produces large JSON from Reddit searches; only the final Research Report returns to main | | 3. Architecture | Sub-agent | MCP tool calls produce verbose output; only the final Architecture Document returns to main | | 4. Scaffolding | Main context | Short phase — runs CLI commands, verifies npm run dev | | 5. Implementation | Sub-agent(s) | Largest phase — delegate feature-by-feature; each feature gets its own sub-agent context | | 6. Deployment | Main context | Short phase — runs deployment commands | | 7. App Store Prep | Skill delegation | Delegates to shopify-app-release-assistant |

Sub-agent pattern:

When delegating to a sub-agent, pass:

  1. The agent prompt file content (e.g., agents/researcher.md)
  2. The relevant reference files (e.g., references/reddit-research-guide.md)
  3. The deliverables from prior phases (e.g., App Specification)
  4. Clear instructions on what deliverable to return

The sub-agent does its work autonomously, interacts with the user as needed, and returns a concise deliverable. The main context stores ONLY the deliverable, not the sub-agent's intermediate work.

Example — launching Phase 2 as a sub-agent:

Use the Task tool to launch a sub-agent with this prompt:

"You are the Reddit Market Researcher for a Shopify app.

[Paste contents of agents/researcher.md]
[Paste contents of references/reddit-research-guide.md]

## Your Task
Research the following app idea on Reddit and produce a Reddit Research Report.

## App Specification
[Paste App Specification from Phase 1]

## Instructions
- Use scripts/reddit-researcher.js for all Reddit searches
- Present search queries to the user before executing
- Present findings conversationally, then offer the decision gate
- Return: (1) the Reddit Research Report, and (2) the App Specification (updated if user refined it)"

For Phase 5 (Implementation), launch a separate sub-agent for each major feature group (e.g., "Prisma schema + migrations", "Admin routes", "Proxy routes", "Worker setup"). Pass the Architecture Document to each. This prevents a single massive context from handling all implementation at once.


Phase 1: Discovery

Ask these questions to produce an App Specification. Ask them conversationally, not as a wall of text. Group related questions naturally.

Required Questions

  1. Value prop: What does this app do in one sentence?
  2. Starting point: New app from scratch, or augmenting an existing codebase?
  3. Users: Who uses it — merchant in Shopify admin, customer on storefront, or both?
  4. Shopify resources: Which Shopify resources does it interact with? (products, orders, customers, inventory, discounts, fulfillments, etc.)
  5. Background processing: Does it need async work? (image processing, bulk operations, webhook-driven tasks, scheduled jobs)
  6. Storefront UI: Does it need storefront-facing UI? (theme app extension, app proxy pages, or none)

Conditional Follow-ups

Ask these based on answers above:

  • If storefront UI: What extension types? (product page block, cart drawer, checkout, app proxy page)
  • If background processing: What triggers async work? (user action, webhook, schedule)
  • If billing needed: Billing model? (free, freemium with limits, paid plans, usage-based)
  • If both admin + storefront: What data flows between admin config and storefront display?
  • If AI features: What AI capabilities? (text generation, image generation, classification, embeddings)

App Specification Output

After gathering answers, produce a structured specification:

## App Specification

**Name:** [app name]
**Value Prop:** [one sentence]
**Users:** [admin | storefront | both]
**Shopify Resources:** [list with access type: read/write]
**Required Scopes:** [derived from resources]
**Extensions:** [list with types]
**Background Jobs:** [yes/no, with triggers]
**Billing:** [model]
**AI Features:** [yes/no, with details]
**Key Workflows:** [numbered list of user stories]

Ask the user to confirm before proceeding. After confirmation, automatically proceed to Phase 2.


Phase 2: Reddit Research

Delegate to a sub-agent. Do not run this phase in the main context.

Launch a sub-agent (Task tool) with:

  • Prompt: contents of agents/researcher.md
  • Reference: contents of references/reddit-research-guide.md
  • Input: App Specification from Phase 1
  • Script path: scripts/reddit-researcher.js (for Reddit searches)

Inputs: App Specification from Phase 1. Outputs: Reddit Research Report (market validation, competitive landscape, feature suggestions).

This phase triggers automatically after Phase 1 confirmation. The sub-agent researcher uses scripts/reddit-researcher.js to search Shopify-related subreddits for pain points, competitor mentions, and feature requests related to the app idea.

The sub-agent interacts with the user directly (query approval, decision gate). When it completes, store only the returned Reddit Research Report and App Specification (which may have been updated) in the main context. Discard intermediate search results.

Transition: Requires user confirmation. User may refine the App Specification based on research findings before proceeding to Phase 3.


Phase 3: Architecture

Delegate to a sub-agent. Do not run this phase in the main context.

Launch a sub-agent (Task tool) with:

  • Prompt: contents of agents/architect.md
  • Inputs: App Specification + Reddit Research Report
  • Access to Shopify MCP tools

Inputs: App Specification from Phase 1, Reddit Research Report from Phase 2. Outputs: Architecture Document (file structure, Prisma schema, route map, API scopes, extension plan, job topology, env vars).

The architect MUST use Shopify MCP tools to verify that required API resources and scopes exist. When the sub-agent completes, store only the returned Architecture Document in the main context. Discard MCP tool call logs and intermediate schema explorations.


Phase 4: Scaffolding

Based on the Architecture Document:

New App

shopify app init --template=remix --name=[app-name]
cd [app-name]

Then augment the scaffolded app:

  1. Install additional dependencies from references/stack-blueprint.md
  2. Set up docker-compose.yml for local infrastructure
  3. Create .env.example with all required env vars
  4. Configure shopify.app.toml (scopes, webhooks, app proxy)
  5. Set up worker process in worker/shopify.web.toml

Existing App

Audit the existing codebase against the Architecture Document:

  1. Identify missing dependencies
  2. Check for required infrastructure (Redis, S3)
  3. Verify auth patterns match the two-context model
  4. Plan incremental additions

Gate: The user can run docker compose up -d && npm run dev and see the app load in the Shopify admin.


Phase 5: Implementation

Delegate to sub-agent(s). Do not run this phase entirely in the main context.

This is the largest phase. Launch separate sub-agents per feature group to prevent context overflow. Each sub-agent receives:

  • Prompt: contents of agents/implementor.md
  • Relevant reference files for the feature being implemented
  • The Architecture Document (for contracts and schemas)
  • The specific feature group to implement

Suggested feature groups (each gets its own sub-agent):

  1. Prisma schema + migrations + shopify.server.ts
  2. Admin routes + Polaris UI
  3. Proxy routes (if needed)
  4. Services layer + GraphQL utilities
  5. Worker + background jobs (if needed)
  6. Extensions + Liquid (if needed)
  7. Webhook handlers + Docker + deployment config

Inputs: Architecture Document, scaffolded project. Outputs: Feature-complete application with all code validated via MCP.

Implementation follows a fixed order to manage dependencies correctly. Each sub-agent handles MCP validation of its own code. After each sub-agent completes, verify the feature works before launching the next.


Phase 6: Deployment

Load references/deployment-flyio.md for patterns.

Steps

  1. Dockerfile: Multi-stage build (base → build → production)
  2. fly.toml: Region, scaling, health checks
  3. Secrets: Set via fly secrets set
  4. Database: Provision Fly Postgres or connect external DB
  5. Redis: Provision Upstash Redis or Fly Redis
  6. S3: Configure Cloudflare R2 or AWS S3 bucket
  7. Deploy: fly deploy + verify health checks pass
  8. Shopify Config: Update app URL in Partner Dashboard

Security Audit (Pre-deploy)

Load references/security-checklist.md and verify all items pass before deploying.


Phase 7: App Store Prep

Delegate entirely to the shopify-app-release-assistant skill. It handles:

  • App listing copy (name, tagline, description, screenshots)
  • Privacy policy and terms of service
  • GDPR webhooks verification
  • App review checklist

Invoke with: "Prepare this Shopify app for App Store submission"


MCP Tool Protocol

These rules are MANDATORY. Every piece of Shopify-specific code must be validated.

8 Rules

  1. Always call learn_shopify_api first — before any other Shopify MCP tool. Store the conversationId and pass it to all subsequent calls.

  2. Call learn_shopify_api again when switching API contexts — e.g., from admin to functions or polaris-admin-extensions. Pass the existing conversationId.

  3. Validate ALL GraphQL before presenting to user — use validate_graphql_codeblocks. Fix any errors before showing. Never show unvalidated GraphQL.

  4. Validate ALL Polaris components before presenting — use validate_component_codeblocks with the correct api param (polaris-app-home for admin pages).

  5. Validate ALL Liquid before presenting — use validate_theme with the theme directory path.

  6. Use introspect_graphql_schema to explore APIs — before writing GraphQL, search the schema to verify fields exist. Try multiple search terms if first returns nothing.

  7. Use search_docs_chunks for patterns — when implementing Shopify-specific features (webhooks, billing, app proxy), search docs for current best practices.

  8. Use fetch_full_docs for complete guides — when doc chunks reference a full page, fetch it for complete context.

Tool Sequencing

learn_shopify_api(api) → conversationId
  ├── introspect_graphql_schema(conversationId, query) → verify fields
  ├── search_docs_chunks(conversationId, prompt) → find patterns
  ├── fetch_full_docs(conversationId, paths) → complete guides
  ├── validate_graphql_codeblocks(conversationId, codeblocks) → validate
  ├── validate_component_codeblocks(conversationId, code, api) → validate
  └── validate_theme(conversationId, path, files) → validate

Reference Loading

Load reference files ONLY when entering the relevant phase or making a relevant decision. Do not load all at once.

| When | Load | |------|------| | Phase 2 (Reddit Research) | references/reddit-research-guide.md | | Phase 4 (Scaffolding) | references/stack-blueprint.md | | Phase 3 or 5 (Auth design/implementation) | references/auth-patterns.md | | Phase 3 or 5 (Data model design/implementation) | references/data-patterns.md | | Phase 5 (Implementing background jobs) | references/background-jobs.md | | Phase 6 (Deployment) | references/deployment-flyio.md | | Phase 6 (Security audit) | references/security-checklist.md | | Phase 5 (Building extensions) | references/extension-templates.md | | Any phase (Using MCP tools) | references/mcp-validation-guide.md |


Cross-Skill Delegation

Delegate to these skills at the appropriate moments:

| Skill | When to Delegate | |-------|-----------------| | frontend-design | When building admin UI pages that need polished design | | vercel-react-best-practices | During Phase 5 when writing React components | | react-doctor | After Phase 5 to audit React code quality | | shopify-app-release-assistant | Phase 7 entirely |

Delegation format: Mention the skill name so it triggers automatically.


Mandatory Patterns

These patterns are non-negotiable. Every app built with this skill MUST include them:

1. Two Auth Contexts

Admin routes use authenticate.admin(request). Proxy routes use authenticate.public.appProxy(request). Never mix them. See references/auth-patterns.md.

2. Product ID Normalization

Every product lookup MUST query all three ID formats with an OR clause. See references/data-patterns.md.

3. GDPR Webhooks

Every app MUST handle customers/data_request, customers/redact, and shop/redact webhooks.

4. Atomic Operations

Never use check-then-increment for credits, limits, or counters. Use single SQL UPDATE with conditions. See references/data-patterns.md.

5. Polaris Web Components

Admin UI MUST use Polaris Web Components (s-page, s-section, s-card, s-button), NOT the React Polaris component library. See references/mcp-validation-guide.md.

6. Stateless Web Tier

The web process must be stateless. All state goes in PostgreSQL (durable), Redis (ephemeral), or S3 (files). This enables horizontal scaling.

7. Health Checks

Worker processes MUST expose a /healthz endpoint on a separate port for orchestrator health monitoring.


Escape Hatches

The default stack works for 90% of apps. Flag these alternatives when detected during discovery:

| Signal | Alternative | |--------|------------| | "Headless storefront" or "custom storefront" | Hydrogen instead of theme extensions | | "Extension only" (no admin UI needed) | Skip React Router, build extension-only app | | "Serverless" or "no background jobs" | Skip BullMQ/Redis, use direct processing | | "Multi-tenant SaaS" | Add tenant isolation patterns to data layer | | "High volume webhooks" | Add webhook queue (BullMQ) instead of inline processing |

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/contract"
curl -s "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:42:35.967Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "run",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:run|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Ratul0",
    "href": "https://github.com/ratul0/shopify-app-factory",
    "sourceUrl": "https://github.com/ratul0/shopify-app-factory",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:13:13.150Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:13:13.150Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/ratul0-shopify-app-factory/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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