CrawlDex
Subscriptions / account

Detect Dark-Pattern Cancel Flow

Inspect a cancellation flow for retention traps, misleading copy, repeated confirmations, or blocked completion paths.

subscriptions.detect_dark_pattern_cancel unknown user present for auth browser only
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.
n/aBest route AES
No site evidence yet
Evidence and trust

untrusted trust

0%
basisNo measured route evidence is attached yet.0
sourceNo trusted source tier is available yet.
nextCollect a trusted run before treating this as a reliable recommendation.
Sites 0 known routes
Evidence 0 none
Confidence low 0%
Freshness unknown unknown
Compatibility matrix

Origin support for this task

OriginHealthAESConfidenceFreshnessBlockers
No site evidence yet. Run a canary or submit an outcome.
Advisory profile

Blockers and completion rules

Typical blockers
dark_pattern_cancelhidden_modalhuman_handoff_requireddynamic_dom_unstable
Success criteria
  1. Cancel flow steps and friction points are documented
  2. Dark-pattern indicators are mapped to observable evidence
  3. Agent-safe completion recommendation is produced
Recommended actions

Remediation queue

  • highcrawldex
    Run canaries for subscriptions.detect_dark_pattern_cancel before routing agents through this task. Turns catalog-only task intent into evidence-backed operating guidance.
Agent handoff

Copy this into an agent runbook

subscriptions.detect_dark_pattern_cancel
Before attempting subscriptions.detect_dark_pattern_cancel, 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":"choose-site-from-task-map","task":"subscriptions.detect_dark_pattern_cancel","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "choose-site-from-task-map",
  "task": "subscriptions.detect_dark_pattern_cancel",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}
Evidence notes

Source caveats

No evidence notes.