Scrapfly Alerting

Threshold-based alerting on Scrapfly account metrics. Wire up rules like "alert me when scrape success rate drops below 95% for 10 minutes" and receive notifications via email, webhook, or in-app. Use when the user asks to "set up an alert", "monitor my scrape success rate", "tell me when my scrapes start failing", "alert on ASP block rate", "watch a specific domain", or any task involving the Scrapfly alerting product. Covers the three call paths: REST API, MCP alert_* tools, and the scrapfly alert CLI subcommand. Enterprise plan feature; GATED behind the ALERTING feature flag on customer accounts.

Scrapfly@scrapfly

Install

openclaw skills install @scrapfly/scrapfly-alerting

Scrapfly Alerting

Scrapfly Alerting lets customers attach threshold rules to project metrics (success rate, block rate, error count, cost, latency, ...) and receive notifications when a rule sustains a breach over a configurable window. Three call paths share the same backend: REST API on api.scrapfly.io, MCP alert_* tools, and the scrapfly alert CLI subcommand. Pick whichever fits the caller — the same payload shapes, same state machine, same notification channels.

This skill is meant to be read by an AI agent that has been asked to set up an alert or manage existing alerts on a Scrapfly account. The golden rule is: never invent a threshold. Always ground the choice in real account behavior, then validate against history before committing.

When to use

The user says "alert me if X drops" / "tell me when Y goes above Z"
The user wants to monitor a specific domain, project, or product
The user wants to inspect existing alerts (list, get, snooze a noisy alert, unsnooze after a maintenance window, etc.)
A monitoring report wants to know which alerts are firing right now (count-active)

Prerequisites

Enterprise plan (the Monitoring API the threshold-discovery flow depends on is Enterprise-only).
The customer's account must have the ALERTING feature flag granted. Customers without the permanent:feature_flag:alerting tag will see a 403 on write endpoints; read endpoints stay accessible to staff for triage.
A valid Scrapfly API key (scp-live-...). The MCP and CLI surfaces resolve project context from the api-key — pass --project-uuid / project_uuid only when the customer explicitly names a non-default project.

The golden workflow

This is the same flow used by all three call paths. Run it in order; each step grounds the next.

Discover account baseline — fetch the current per-product aggregates so you know what "normal" looks like.
(Optional) Discover per-target baseline — when the user named a domain, fetch its breakdown.
List metric families — the Alerting registry tells you the legal metric_id values and their allowed_dimensions. Never invent a metric ID; always pick from the registry.
Preview the threshold against history — replay the unsaved rule over the lookback window. The preview returns "would-have-fired" markers without persisting anything. Aim for 0–2 fires over 24h: silent = rule too lax, more than ~2 = rule too noisy.
Create the alert — two-step: first call returns a dry-run payload so the user can confirm, then re-call with confirm=true (or the CLI's interactive confirm) to commit.

Concrete worked example: "alert me when my scrape success rate drops noticeably below current baseline" → discover baseline 65.93% → choose threshold 55% (10pt below normal) → preview shows fired_count: 0 over last 24h → create with email channel. The agent never guessed; every number came from real data.

Path A — MCP tools

When the agent is connected to the Scrapfly MCP server, ten alert tools plus two monitoring tools cover the full surface. Read tools have no side-effect; write tools require confirm=true to commit.

Tool	Mode	Purpose
`monitoring_get_metrics`	read	Per-product aggregates: pick `product` (scrape, screenshot, extraction, crawl, browser), `period` (`last5m`, `last1h`, `last24h`, `last7d`, `subscription`), and optionally `aggregation` (`account`, `project`, `target`).
`monitoring_get_target_metrics`	read	Per-domain breakdown for one site. `domain` is required; `group_subdomain` rolls subdomains together.
`alert_metric_families`	read	Discover legal `metric_id` values + their `allowed_dimensions`. Call before `alert_create`.
`alert_list`	read	List the caller's alerts with optional filters (`state`, `project_uuid`, `metric_id`).
`alert_get`	read	Full alert row including the per-alert HMAC signing key for webhook channels.
`alert_preview`	read	Replay an unsaved rule against history. Use to validate the threshold before `alert_create`.
`alert_create`	write (confirm)	Persist a new alert. Leave `project_uuid` empty to inherit.
`alert_update`	write (confirm)	Patch fields. Server auto-snoozes for `sustained_minutes` after a successful edit.
`alert_delete`	write (confirm)	Permanent.
`alert_snooze`	write (confirm)	Mute notifications. Pass `minutes:N` OR `until_resolved:true`.
`alert_unsnooze`	write (confirm)	Clear active snooze.
`alert_test`	write (confirm)	Fire a synthetic notification on every configured channel without touching state.

MCP example (the data-driven workflow from above, expressed as tool calls):

jsonc

// Step 1 — baseline
{"tool":"monitoring_get_metrics","parameters":{"product":"scrape","period":"last7d","aggregation":["account"]}}

// Step 2 — discover the registry
{"tool":"alert_metric_families","parameters":{}}

// Step 3 — preview the chosen threshold against last-24h history
{"tool":"alert_preview","parameters":{
  "metric_id":"scrape.success_rate",
  "comparator":"lt","threshold":55,
  "sustained_minutes":5,"range_minutes":1440
}}

// Step 4 — dry-run create (no confirm)
{"tool":"alert_create","parameters":{
  "name":"Scrape Success Rate Low",
  "metric_id":"scrape.success_rate",
  "comparator":"lt","threshold":55,
  "sustained_minutes":5,
  "notify_channels":[{"kind":"email","target":"ops@example.com"}]
}}

// Step 5 — commit
{"tool":"alert_create","parameters":{ ...same..., "confirm":true }}

Critical pitfalls

info_account.account.account_id is NOT the project UUID. Do not pass it as project_uuid — that returns ERR::ALERT::PROJECT_NOT_FOUND. Leave project_uuid and project_name empty unless the customer explicitly named a non-default project; the server resolves the api-key's current project automatically.
Always preview before creating. alert_preview uses the same state-machine Tick() the live evaluator uses, so the historical count is exactly what production would have produced under the same rule. A rule that fired 15 times in the last 24h will spam the customer.
Two-step create is intentional. The first call returns DRY RUN — POST /alert would be invoked with: { ... } so the user can review before paying notification cost.

Path B — CLI

The scrapfly CLI exposes the same surface as scrapfly alert ... subcommands. Output is the standard {success, product, data|error} JSON envelope so you can pipe it through jq.

bash

# Discover what's available
scrapfly alert metric-families

# Tune the threshold against history
scrapfly alert preview \
  --metric scrape.success_rate \
  --comparator lt \
  --threshold 95 \
  --sustained-minutes 10 \
  --range-minutes 1440

# Create the alert (channels are repeatable)
scrapfly alert create \
  --name "Scrape Success Rate Low" \
  --metric scrape.success_rate \
  --comparator lt \
  --threshold 95 \
  --sustained-minutes 10 \
  --channel email:ops@example.com \
  --channel webhook:https://hooks.example.com/scrapfly

# Or from a version-controlled file (IaC-style)
scrapfly alert create --file ./alerts/success_rate.json

# Manage existing alerts
scrapfly alert list --state triggered
scrapfly alert get <alert-uuid>
scrapfly alert series <alert-uuid> --range-minutes 1440
scrapfly alert update <alert-uuid> --threshold 90
scrapfly alert snooze <alert-uuid> --minutes 30
scrapfly alert snooze <alert-uuid> --until-resolved
scrapfly alert unsnooze <alert-uuid>
scrapfly alert test <alert-uuid>
scrapfly alert delete <alert-uuid>

Full flag reference: scrapfly alert create --help (or any subcommand plus --help). The flags map 1:1 to the REST payload below.

Path C — REST API

Direct HTTP if you're not using MCP or the CLI. Same endpoints, same payloads.

http

POST /alert?key=scp-live-...
Content-Type: application/json

{
  "name": "Scrape Success Rate Low",
  "metric_id": "scrape.success_rate",
  "comparator": "lt",
  "threshold": 95,
  "sustained_minutes": 10,
  "notify_channels": [
    {"kind": "email", "target": "ops@example.com"},
    {"kind": "webhook", "target": "https://hooks.example.com/scrapfly"}
  ]
}

Server-side defaults fill in when zero values are sent:

eval_cadence_seconds: 300
sustained_minutes: the metric family's recommended default (or 5)
evaluation_window_m: sustained_minutes
no_data_policy: ignore
renotify_minutes: 60
recovery_minutes: 0 (instant recovery)

Other endpoints follow the same shape: GET /alert, GET /alert/:uuid, GET /alert/metric-families, GET /alert/count-active, GET /alert/:uuid/series, POST /alert/preview, PUT /alert/:uuid, DELETE /alert/:uuid, POST /alert/:uuid/snooze, POST /alert/:uuid/unsnooze, POST /alert/:uuid/test.

Notification channels

Each channel has a kind and a target:

Kind	Target	Notes
`email`	RFC 5322 address	Delivered via the Scrapfly mailer. Subject carries the alert name and the breach value.
`webhook`	HTTPS URL	POST with HMAC-SHA256 signature in `X-Scrapfly-Signature`. Per-alert key generated on create; read it from `alert_get` or the create response.
`inapp`	empty string	Surfaces in the dashboard's bell-icon notification panel.

The dedup layer suppresses re-fires that fall in the same minute bucket. The renotify cadence (renotify_minutes, default 60) controls how often a sustained breach re-notifies, capped at 6 / day per alert.

State machine

Alerts transition between these lifecycle states (alert_list filters on state):

ok — no breach.
pending — breach observed but hasn't yet sustained for sustained_minutes.
triggered — breach sustained; notifications fired.
recovering — non-breaching but hasn't yet sustained recovery_minutes of clean data (default 0 = instant recovery).
no_data — the eval window had zero rows. Behavior controlled by no_data_policy.
snoozed — operator-muted via alert_snooze. Resumes on unsnooze or the until_resolved sentinel auto-clears at the next OK transition.

count-active sums triggered + pending + recovering — the "needs operator attention" set. Don't include snoozed or no_data.

Common error codes

ERR::ALERT::UNKNOWN_METRIC — metric_id not in the registry. Re-call alert_metric_families.
ERR::ALERT::INVALID_DIMENSIONS — passed a key that isn't in the metric family's allowed_dimensions.
ERR::ALERT::INVALID_THRESHOLD — non-finite number, or comparator not in gt|lt|gte|lte|eq|neq.
ERR::ALERT::INVALID_SUSTAINED_WINDOW — sustained_minutes outside 1–1440.
ERR::ALERT::CHANNEL_UNREACHABLE — zero channels OR channel kind not in email|webhook|inapp OR a test call couldn't deliver to its channel.
ERR::ALERT::PROJECT_NOT_FOUND — project_uuid didn't match the api-key's project. Most often: the agent passed account_id here by mistake. Fix: omit the field and let the server fall back.
ERR::ALERT::NOT_FOUND — alert doesn't exist OR isn't yours. The server collapses both cases to prevent enumeration. Don't try to distinguish.
ERR::ALERT::EVAL_TIMEOUT — the preview/series query took too long. Reduce range_minutes.
ERR::ALERT::INTERNAL — generic server-side failure; check the response body's details field.

Related skills

scrapfly-cli — the CLI binary the scrapfly alert subcommand ships with.
scrapfly-agent-rules — cross-tool golden rules including the monitoring→preview→create flow.
scrapfly-scraper — the underlying scrape product; metric IDs like scrape.success_rate come from there.

Reference

Concept guide: https://scrapfly.io/docs/alerting/getting-started
Metric registry: https://scrapfly.io/docs/alerting/metric-reference
State machine: https://scrapfly.io/docs/alerting/state-machine
Webhook payload + signing: https://scrapfly.io/docs/alerting/webhook-payload
Error reference: https://scrapfly.io/docs/alerting/error-reference
Anti-spam (dedup, daily cap, renotify): https://scrapfly.io/docs/alerting/anti-spam