Amazon Seller Alert Monitor
Quick Reference
| Field | Value |
|---|---|
| Skill ID | 337 |
| Provider | Amazon Seller |
| Operation | Alert Monitor |
| Domain | External SaaS integrations |
| Runtime archetype | monitoring-engine |
| Core method | threshold evaluation and escalation |
| Primary artifact | amazon-seller-alert-state-bundle |
| Routing tag | amazon-seller:alert-monitor |
| Mutating | yes |
| Release cycles | 2 |
Why This Skill Exists
We need this skill because Amazon Seller workflows degrade when auth, schema, and side-effect handling drift when integrations are run ad hoc. This specific skill turns Amazon Seller Alert Monitor into a deterministic, auth-checked workflow for monitors key amazon seller signals and raises actionable alerts..
Trigger Checklist
- The task explicitly requires
Amazon Seller Alert Monitorrather than generic brainstorming. - The provider tenant, workspace, or environment is known before execution begins.
- Credential reuse has been checked before asking for new secrets.
- Success criteria, side effects, and handoff owner are clear.
- If the run mutates provider state, the relevant approval gates are available.
Auth & Access Profile
| Field | Value |
|---|---|
| External auth required | yes |
| API key likely required | no |
| Protocols | HTTPS/REST |
| Mutating | yes |
| Webhook capable | no |
| Auth Mode | Kind | Env Hints | Validation |
|---|---|---|---|
| OAuth client or delegated session | oauth2 | AMAZON_SELLER_CLIENT_ID, AMAZON_SELLER_CLIENT_SECRET | Reuse an active delegated session or validate the client credentials with a lightweight identity call. |
| Access token or personal access token | token | AMAZON_SELLER_TOKEN, AMAZON_SELLER_ACCESS_TOKEN | Validate the token with the smallest read-only endpoint that proves scope and tenancy. |
Inputs (contract)
| Input | Type | Required | Source |
|---|---|---|---|
| monitor targets | signal | yes | operator or upstream tool |
| threshold policy | signal | yes | operator or upstream tool |
| escalation channels | signal | yes | operator or upstream tool |
Outputs (contract)
| Output | Type | Guaranteed | Consumer |
|---|---|---|---|
| amazon-seller-alert-state-bundle | structured-artifact | yes | next workflow or operator |
| amazon-seller-alert-state-bundle-scorecard | scorecard | yes | reviewer |
| amazon-seller-alert-state-bundle-handoff | handoff-packet | yes | downstream owner |
Step-by-Step Implementation Guide
- Define the monitored signals, freshness expectations, and escalation policy for Amazon Seller Alert Monitor, then lock the reviewed threshold set for Amazon Seller.
- Validate credential reuse, dedupe windows, and acknowledgement ownership before the monitor starts polling.
- Implement monitors key amazon seller signals and raises actionable alerts. with deterministic threshold evaluation, duplicate suppression, and evidence attachment.
- Persist alert state, suppressed duplicates, and escalation routing details so responders can audit every decision.
- Run simulation and regression suites that cover stale signals, threshold drift, and duplicate alert storms.
- Publish an alert-state bundle with threshold version, triggered alerts, and the next review action required for any degraded posture.
Operational Runbook
Preflight
- Validate the signal targets, thresholds, and escalation channels before polling begins.
- Confirm the dedupe window and acknowledge who owns follow-up for triggered alerts.
Execution
- Evaluate signals deterministically against the active threshold set.
- Suppress duplicates and attach enough evidence for the responder to act without re-querying first.
Recovery
- Silence the pipeline when threshold drift or duplicate storms exceed tolerance.
- Reload the last stable thresholds before resuming alert delivery.
Handoff
- Return triggered alerts, suppressed duplicates, and escalation destinations.
- Include threshold version, supporting evidence links, and acknowledgement expectations.
Validation Gates & Test Matrix
| Gate | Purpose | On Fail |
|---|---|---|
| auth-preflight | Validate credential presence, scope, and environment before work begins. | block execution |
| schema-contract-check | Ensure required signals and payload shapes remain valid. | quarantine and request correction |
| policy-approval-check | Verify the declared approval gates before mutating or publishing state. | pause or route to human review |
| reliability-check | Confirm retries, rollback, and checkpoint readiness. | rollback or fail closed |
- Required validation suites:
unit,integration,simulation,regression-baseline
Failure Modes & Recovery Playbook
| Code | Trigger | Action |
|---|---|---|
E_THRESHOLD_DRIFT | Thresholds change without review or diverge from the approved baseline. | Pause alert delivery and require threshold review. |
E_DUPLICATE_STORM | The monitor emits excessive duplicate alerts in the dedupe window. | Silence the pipeline temporarily and reload the last stable suppression policy. |
E_SIGNAL_GAP | The provider signal becomes stale or unreachable. | Emit a degraded-monitoring alert and hold dependent escalations. |
Tool Call Implementation
- Reuse existing credentials first. Check environment variables, secure stores, and active sessions before prompting.
- Start with the smallest authenticated read or validation call that proves identity and scope.
- Preserve request, response, and approval traces in
amazon-seller-alert-state-bundleso downstream owners do not need to rediscover context. - If any auth, contract, or approval gate fails, halt execution and attach remediation guidance instead of guessing.
Credential Reuse Policy
- Reuse valid provider credentials by default and prefer tenant-scoped sessions over newly created secrets.
- Prompt for credentials only when they are missing, invalid, expired, or point at the wrong environment.
- For webhook flows, validate the signing secret against a known sample before accepting live traffic.
Guardrails
- quality: Suppress duplicates and require evidence links on every alert. (
dedupe+evidence-attach) - reliability: Reload last stable thresholds when alert noise exceeds tolerance. (
threshold-rollback) - compliance: Do not change escalation channels or thresholds without recorded review. (
threshold-review)
Acceptance Checklist
- Credential preflight and scope validation completed successfully.
- Required validation suites ran and all fail-closed gates passed.
- amazon-seller-alert-state-bundle, scorecard, and handoff packet were produced.
- Any mutations, approvals, or rollbacks are reflected in the artifact bundle.
Anti-Patterns
- Do not ask for new credentials before checking reusable auth context.
- Do not skip the read-only or dry-run validation step for mutating work.
- Do not proceed when approval gates, signing secrets, or rollback checkpoints are missing.
- Do not hand off partial or ambiguous provider state as complete.
Handoff Contract
- Produces:
amazon-seller-alert-state-bundle, execution scorecard, approval trace, and next actions. - Consumes:
monitor targets,threshold policy,escalation channels. - Readiness rule: release only after auth, contract, approval, and reliability gates all pass.
- Downstream hint: route to
amazon-seller:alert-monitorconsumers with approval and credential context attached.
Observability & Continuous Improvement
- SLO: >=99.7% successful runs per 7-day window
- Error budget: <=0.3% critical failures per 7-day window
- Alert triggers:
- credential validation failures exceed baseline
- schema or contract regressions persist for two consecutive runs
- critical posture or rollback events exceed tolerance
- Primary outcome metric:
alert precision - Secondary metrics:
mean time to acknowledge,noise rate - Review cadence:
weekly
