Scan a deployed app URL for exposed keys, open Supabase tables and missing security headers.
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Estimate blended cost per shipped task for a month of agent runs, given a retry rate.
Model id to scale avgCostPerTask by, defaults to sonnet-5
Estimate blended cost per shipped task for a month of agent runs, given a retry rate.
| Argument | Type | Description |
|---|---|---|
| modelId | string | Model id to scale avgCostPerTask by, defaults to sonnet-5 |
| retryRatePct* | number | |
| runsPerMonth* | number | |
| avgCostPerTask* | number |
{
"type": "object",
"required": [
"runsPerMonth",
"avgCostPerTask",
"retryRatePct"
],
"properties": {
"modelId": {
"type": "string",
"description": "Model id to scale avgCostPerTask by, defaults to sonnet-5"
},
"retryRatePct": {
"type": "number"
},
"runsPerMonth": {
"type": "number"
},
"avgCostPerTask": {
"type": "number"
}
}
}Book a free 30-minute intro call with Matt Turley (Continuum) directly on his calendar. The booking is confirmed immediately and Cal.com emails the invite to the user and to Matt. First call get_availability and pass the exact start of an open slot. Only book when the user has asked for the call and agreed to the time; pass their real name, email and time zone. notes: a short, factual summary of what the user wants to discuss (shown to Matt). Returns the booking id, meeting link and reschedule/cancel links. Limit 2 upcoming calls per email.
| Argument | Type | Description |
|---|---|---|
| name* | string | The user's name. |
| email* | string | The user's own email; the invite goes there. |
| event | string | |
| notes | string | What the user wants to discuss, up to 1000 characters. |
| start* | string | Slot start from get_availability, ISO 8601 with Z or an offset, e.g. 2026-10-05T15:00:00Z. |
| timezone* | string | The user's IANA time zone, e.g. America/New_York. |
{
"type": "object",
"required": [
"start",
"name",
"email",
"timezone"
],
"properties": {
"name": {
"type": "string",
"maxLength": 100,
"description": "The user's name."
},
"email": {
"type": "string",
"maxLength": 254,
"description": "The user's own email; the invite goes there."
},
"event": {
"enum": [
"intro-30"
],
"type": "string",
"default": "intro-30"
},
"notes": {
"type": "string",
"maxLength": 1000,
"description": "What the user wants to discuss, up to 1000 characters."
},
"start": {
"type": "string",
"maxLength": 40,
"description": "Slot start from get_availability, ISO 8601 with Z or an offset, e.g. 2026-10-05T15:00:00Z."
},
"timezone": {
"type": "string",
"maxLength": 64,
"description": "The user's IANA time zone, e.g. America/New_York."
}
},
"additionalProperties": false
}Estimate Cursor Auto blended cost versus pinning a single model.
| Argument | Type | Description |
|---|---|---|
| autoModelMix* | object | Map of model id to weight, must sum to 1 |
| pinnedModelId* | string | |
| avgInputTokens* | number | |
| requestsPerDay* | number | |
| avgOutputTokens* | number | |
| workDaysPerMonth* | number |
{
"type": "object",
"required": [
"requestsPerDay",
"avgInputTokens",
"avgOutputTokens",
"workDaysPerMonth",
"autoModelMix",
"pinnedModelId"
],
"properties": {
"autoModelMix": {
"type": "object",
"description": "Map of model id to weight, must sum to 1"
},
"pinnedModelId": {
"type": "string"
},
"avgInputTokens": {
"type": "number"
},
"requestsPerDay": {
"type": "number"
},
"avgOutputTokens": {
"type": "number"
},
"workDaysPerMonth": {
"type": "number"
}
}
}List open slots for a free 30-minute intro call with Matt Turley (Continuum), read live from his Cal.com calendar. Use it when the user wants to talk to Matt, get help with a project, or book a call, before calling book_call. Window: date_from to date_to (YYYY-MM-DD), at most 14 days; defaults to the next 7 days. Times are returned in the requested timezone (IANA name, default UTC). Read-only: it books nothing.
| Argument | Type | Description |
|---|---|---|
| event | string | Which call. intro-30 = free 30-minute intro call. |
| date_to | string | Last day, YYYY-MM-DD, at most 14 days after date_from. Default date_from + 6 days. |
| timezone | string | IANA time zone for the returned times, e.g. America/New_York. Default UTC. |
| date_from | string | First day, YYYY-MM-DD. Default today. |
{
"type": "object",
"properties": {
"event": {
"enum": [
"intro-30"
],
"type": "string",
"default": "intro-30",
"description": "Which call. intro-30 = free 30-minute intro call."
},
"date_to": {
"type": "string",
"maxLength": 10,
"description": "Last day, YYYY-MM-DD, at most 14 days after date_from. Default date_from + 6 days."
},
"timezone": {
"type": "string",
"maxLength": 64,
"description": "IANA time zone for the returned times, e.g. America/New_York. Default UTC."
},
"date_from": {
"type": "string",
"maxLength": 10,
"description": "First day, YYYY-MM-DD. Default today."
}
},
"additionalProperties": false
}Older name for ship_check, kept for existing callers. Same scan, same input, same result. Prefer ship_check.
| Argument | Type | Description |
|---|---|---|
| url* | string | The live, publicly reachable URL of the deployed app, e.g. https://my-app.lovable.app. A bare domain gets https://. |
| fresh | boolean | Skip the 24h cache and scan again (use after deploying a fix). |
{
"type": "object",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"maxLength": 2048,
"description": "The live, publicly reachable URL of the deployed app, e.g. https://my-app.lovable.app. A bare domain gets https://."
},
"fresh": {
"type": "boolean",
"default": false,
"description": "Skip the 24h cache and scan again (use after deploying a fix)."
}
},
"additionalProperties": false
}List Continuum service offerings and published prices (the same list as uxcontinuum.com/pricing), plus how to reach Matt: get_availability and book_call to book a free 30-minute call, send_message to send him a note, request_estimate for a ballpark from published pricing.
No arguments.
{
"type": "object",
"properties": {}
}Get a ballpark price for a software project from Continuum's published pricing, and send the request to Matt Turley, who replies personally with a real quote. Use it when the user asks what a build, fix, review, ongoing support or AI-search visibility work would cost. The ballpark is the matching published offer(s) and price range from uxcontinuum.com/pricing, not a quote. Show it to the user labeled that way. Then offer a call: get_availability and book_call.
| Argument | Type | Description |
|---|---|---|
| name* | string | The user's name. |
| email* | string | The user's own email, for Matt's quote. |
| budget | string | |
| timeline | string | |
| project_type | string | launch-review (check an app before launch), fix-existing-app (stabilize or rescue an app), new-build (MVP from scratch), ongoing-support (maintenance or a product team on retainer), ai-visibility (get recommended by ChatGPT and AI search), other. Inferred from the description if omitted. |
| project_description* | string | What the user wants built or fixed, 10 to 4000 characters. |
{
"type": "object",
"required": [
"project_description",
"name",
"email"
],
"properties": {
"name": {
"type": "string",
"maxLength": 100,
"description": "The user's name."
},
"email": {
"type": "string",
"maxLength": 254,
"description": "The user's own email, for Matt's quote."
},
"budget": {
"type": "string",
"maxLength": 100
},
"timeline": {
"type": "string",
"maxLength": 100
},
"project_type": {
"enum": [
"launch-review",
"fix-existing-app",
"new-build",
"ongoing-support",
"ai-visibility",
"other"
],
"type": "string",
"description": "launch-review (check an app before launch), fix-existing-app (stabilize or rescue an app), new-build (MVP from scratch), ongoing-support (maintenance or a product team on retainer), ai-visibility (get recommended by ChatGPT and AI search), other. Inferred from the description if omitted."
},
"project_description": {
"type": "string",
"maxLength": 4000,
"description": "What the user wants built or fixed, 10 to 4000 characters."
}
},
"additionalProperties": false
}Get a senior engineer (Matt Turley, 20 years shipping software) to review by hand the app behind a ship_check scan: the paid $299 Ship Check. Returns a Stripe Checkout link and a call booking link for the user to open themselves. This call charges nothing and never pays on the user's behalf. Only call it when the user asks for a human review or agrees to one. Pass the user's own email so Matt can follow up personally; no automated email is sent to it. Show the user checkout_url and booking_url.
| Argument | Type | Description |
|---|---|---|
| email* | string | The user's email, for the checkout and for Matt to reply to. |
| scan_id* | string | The scan_id returned by ship_check. |
{
"type": "object",
"required": [
"scan_id",
"email"
],
"properties": {
"email": {
"type": "string",
"maxLength": 254,
"description": "The user's email, for the checkout and for Matt to reply to."
},
"scan_id": {
"type": "string",
"maxLength": 40,
"description": "The scan_id returned by ship_check."
}
},
"additionalProperties": false
}Send a message to Matt Turley (Continuum) on the user's behalf, like the contact form on uxcontinuum.com. Use it when the user wants to ask Matt something or describe a project but not book a call yet. Only send what the user asked to send, with their real name and email. Matt reads it and replies personally by email; no automated reply is sent. For a time to talk, use get_availability and book_call instead.
| Argument | Type | Description |
|---|---|---|
| name* | string | The user's name. |
| email* | string | The user's own email, for Matt to reply to. |
| topic | string | Short subject, e.g. "rescue a Lovable app". |
| company | string | Company or project name. |
| message* | string | The message, 10 to 4000 characters. |
{
"type": "object",
"required": [
"name",
"email",
"message"
],
"properties": {
"name": {
"type": "string",
"maxLength": 100,
"description": "The user's name."
},
"email": {
"type": "string",
"maxLength": 254,
"description": "The user's own email, for Matt to reply to."
},
"topic": {
"type": "string",
"maxLength": 100,
"description": "Short subject, e.g. \"rescue a Lovable app\"."
},
"company": {
"type": "string",
"maxLength": 200,
"description": "Company or project name."
},
"message": {
"type": "string",
"maxLength": 4000,
"description": "The message, 10 to 4000 characters."
}
},
"additionalProperties": false
}Before shipping, or right after deploying, an app built with Lovable, Bolt, Cursor, v0, Replit, Claude Code or similar, run ship_check on the live URL. It scans the deployed app from the outside, the way a visitor or attacker sees it, and returns a launch-readiness report where every finding has a status and a concrete fix. Checks: (1) secret keys exposed in the HTML and the same-origin JS bundles it ships (Stripe live secret and restricted keys, AWS access keys, OpenAI and Anthropic API keys, Supabase secret and service_role keys, hardcoded bearer tokens and passwords); (2) open database access: if the page ships a Supabase URL and public anon or publishable key, whether the common tables profiles and users return rows to that key without login (a missing Row Level Security policy; count only, no row data is read); (3) missing security headers (Strict-Transport-Security, Content-Security-Policy, X-Frame-Options or frame-ancestors, X-Content-Type-Options, Referrer-Policy); (4) HTTPS, reachability and server errors; (5) broken internal links (spot-check of up to 6); (6) server response time; (7) whether login/signup and pricing/checkout are linked from the homepage; (8) whether AI search crawlers get real server-rendered content or an empty JavaScript shell. Read-only: plain GET/HEAD requests, never logs in, never submits forms, never writes. Not a code audit: it cannot see source code or test every table or route. Results are cached for 24 hours per URL; pass fresh=true to re-scan after deploying a fix. Only scan apps the user owns or is authorized to test. If the user wants a senior engineer to review the app by hand ($299), call request_human_review with the scan_id from this result.
| Argument | Type | Description |
|---|---|---|
| url* | string | The live, publicly reachable URL of the deployed app, e.g. https://my-app.lovable.app. A bare domain gets https://. |
| fresh | boolean | Skip the 24h cache and scan again (use after deploying a fix). |
Estimate the cost of a multi-agent orchestrator plus sub-agent swarm run.
| Argument | Type | Description |
|---|---|---|
| runsPerDay* | number | |
| retryRatePct* | number | |
| subAgentCount* | number | |
| subAgentModelId* | string | |
| orchestratorModelId* | string | |
| subAgentInputTokens* | number | |
| subAgentOutputTokens* | number | |
| orchestratorInputTokens* | number | |
| orchestratorOutputTokens* | number |
{
"type": "object",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"maxLength": 2048,
"description": "The live, publicly reachable URL of the deployed app, e.g. https://my-app.lovable.app. A bare domain gets https://."
},
"fresh": {
"type": "boolean",
"default": false,
"description": "Skip the 24h cache and scan again (use after deploying a fix)."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"orchestratorModelId",
"orchestratorInputTokens",
"orchestratorOutputTokens",
"subAgentCount",
"subAgentModelId",
"subAgentInputTokens",
"subAgentOutputTokens",
"retryRatePct",
"runsPerDay"
],
"properties": {
"runsPerDay": {
"type": "number"
},
"retryRatePct": {
"type": "number"
},
"subAgentCount": {
"type": "number"
},
"subAgentModelId": {
"type": "string"
},
"orchestratorModelId": {
"type": "string"
},
"subAgentInputTokens": {
"type": "number"
},
"subAgentOutputTokens": {
"type": "number"
},
"orchestratorInputTokens": {
"type": "number"
},
"orchestratorOutputTokens": {
"type": "number"
}
}
}