CrawlDex
Preflight detail

gitlab.com

subscriptions.cancel

degraded recipe://gitlab.com/subscriptions.cancel/public-preflight-v1
Hold / Collect evidence first

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.
79AES
79% outcome rate
Evidence and trust

low trust

32%
basisBased on 2 evidence samples from catalog reporters.2
sourceSources: public web observation.
nextTreat this as directional until trusted canaries or operator reports arrive.
Confidence low 28%
Evidence 2 public web observation
Freshness 0d fresh
Blockers 2 known friction
Recipe

GitLab Subscription official public help/billing source -> account, membership, subscription, or plan-management area -> cancel, turn off renewal, downgrade, or route to the documented billing provider; stop before any final confirmation unless the user explicitly approves.

active
recipe://gitlab.com/subscriptions.cancel/public-preflight-v1
  1. Open the documented public path for GitLab Subscription: GitLab Subscription official public help/billing source -> account, membership, subscription, or plan-management area -> cancel, turn off renewal, downgrade, or route to the documented billing provider; stop before any final confirmation unless the user explicitly approves. Public source or help surface is visible.
  2. Check the listed blockers and policy constraints before entering account, payment, booking, or cancellation state. login_required, 2fa_user_present, policy_parseable, confirmation_email_clean
  3. Stop before any irreversible or user-sensitive action and ask for explicit approval. User approval is captured before final action.
Human approval
Keep the user present for authentication. Do not request, store, or replay credentials or one-time codes.
Do not cross
  • Use only official public policy/help pages until the user is present and authenticated.
  • Do not click final cancellation, renewal-off, downgrade, refund, or account-closing confirmations without explicit user approval.
  • Detect app-store, partner, team-owner, plan-manager, local-club, or sales-contract billing before claiming the subscription can be canceled directly.
Success signals
  • Cancellation or auto-renew-off confirmation page
  • Confirmation email or receipt
  • Subscription status, renewal date, or access-until date changed
Dimension scores

Why the route scores this way

reachability 67
navigability 79
task completability 79
transactability 79
recoverability 79
policy parseability 79
trust safety 79
efficiency 67
Issue flags

Known blockers

login_required2fa_user_present
Policy notes
public pathGitLab Subscription official public help/billing source -> account, membership, subscription, or plan-management area -> cancel, turn off renewal, downgrade, or route to the documented billing provider; stop before any final confirmation unless the user explicitly approves.
task familycancel
seo angleGitLab Subscription cancellation flow for AI agents: blockers, guardrails, and confirmation signals
confidence noteOfficial public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.
launch setfirst 300 public preflight
Recommended actions

Remediation queue

  • mediumagent
    Use only official public policy/help pages until the user is present and authenticated. Keeps the agent inside documented, reversible, user-approved boundaries.
Agent handoff

Copy this into an agent runbook

subscriptions.cancel
Before attempting subscriptions.cancel on gitlab.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":"gitlab.com","task":"subscriptions.cancel","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "gitlab.com",
  "task": "subscriptions.cancel",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}