Preflight detail
microsoft.com
subscriptions.cancel
degraded
recipe://subscriptions.cancel/microsoft-365-cancel/v1
Do not trust this route yet
The current evidence set is too thin for a confident agent decision.
Next: Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.
77AES
77% outcome rate
Evidence and trust
32%
low trust
Confidence
low
28%
Evidence
2
public web observation
Freshness
0d
fresh
Blockers
4
known friction
Recipe
active
Open Services with the user signed in, locate Microsoft 365, surface storage/refund warnings, and capture final subscription state.
recipe://subscriptions.cancel/microsoft-365-cancel/v1
- Open the official public source page and verify the current task path before acting. Source URL, page title, and task-specific branch are captured.
- Enter the task surface only after matching the user's goal to the documented path. Required identity, payment, policy, or JavaScript gate is visible.
- Stop at any irreversible, paid, or account-mutating step until the user approves. Final-state language and user approval are captured.
Dimension scores
Why the route scores this way
Issue flags
Known blockers
login_required2fa_user_presentdark_pattern_cancelhuman_handoff_required
Policy notes
Recommended actions
Remediation queue
-
mediumagentCapture Microsoft storage consequences before finalizing cancellation. Keeps cancellation useful without surprising the user with service degradation.
-
mediumagentCapture handoff evidence and pause before accepting retention offers. Keeps user intent explicit during adversarial cancellation flows.
Agent handoff
subscriptions.cancel
Copy this into an agent runbook
Before attempting subscriptions.cancel on microsoft.com, check CrawlDex. Current verdict: Collect evidence first. Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.
curl -sS -X POST /api/v1/preflight \
-H 'content-type: application/json' \
-d '{"site":"microsoft.com","task":"subscriptions.cancel","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract
{
"site": "microsoft.com",
"task": "subscriptions.cancel",
"agent_profile": {
"stack": "browser-use",
"browser_runtime": "playwright"
}
}