CrawlDex
Preflight detail

clio.com

legal_admin.manage_legal_practice

degraded recipe://clio.com/legal_admin.manage_legal_practice/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.
83AES
83% outcome rate
Evidence and trust

low trust

32%
basisBased on 3 evidence samples from catalog reporters.3
sourceSources: public web observation.
nextTreat this as directional until trusted canaries or operator reports arrive.
Confidence low 31%
Evidence 3 public web observation
Freshness 0d fresh
Blockers 1 known friction
Recipe

Features/pricing pages document matter management, billing, and client intake; the product itself is behind a login.

active
recipe://clio.com/legal_admin.manage_legal_practice/public-preflight-v1
  1. Open the documented public path for Clio: Features/pricing pages document matter management, billing, and client intake; the product itself is behind a login. 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, policy_parseable
  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
  • Keep the user present for any login, identity verification, or payment step.
  • Client data is privileged; never extract matter contents without explicit authorization.
  • Provide informational workflow guidance only, not legal advice.
Success signals
  • Feature/pricing tier identified
  • Public capability summary
Dimension scores

Why the route scores this way

reachability 71
navigability 83
task completability 83
transactability 83
recoverability 83
policy parseability 83
trust safety 83
efficiency 83
Issue flags

Known blockers

login_required
Policy notes
public pathFeatures/pricing pages document matter management, billing, and client intake; the product itself is behind a login.
task familyadmin
seo angleClio for Law Firms: What an Assistant Agent Can Prep Before Login
confidence notePublic marketing/pricing pages are parseable; the application is fully gated.
launch setfirst 300 public preflight
Recommended actions

Remediation queue

  • mediumagent
    Keep the user present for any login, identity verification, or payment step. Keeps the agent inside documented, reversible, user-approved boundaries.
Agent handoff

Copy this into an agent runbook

legal_admin.manage_legal_practice
Before attempting legal_admin.manage_legal_practice on clio.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":"clio.com","task":"legal_admin.manage_legal_practice","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "clio.com",
  "task": "legal_admin.manage_legal_practice",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}