CrawlDex
Preflight detail

instructure.com

education.use_canvas_lms

degraded recipe://instructure.com/education.use_canvas_lms/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.
81AES
81% 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 1 known friction
Recipe

Public product pages and the Canvas Community guides document student/instructor workflows (assignments, grades, submissions); the LMS itself is behind an institution login.

active
recipe://instructure.com/education.use_canvas_lms/public-preflight-v1
  1. Open the documented public path for Canvas (Instructure): Public product pages and the Canvas Community guides document student/instructor workflows (assignments, grades, submissions); the LMS itself is behind an institution 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.
  • Respect academic-integrity policies; never complete graded work or assessments on a student's behalf.
  • Coursework is the student's own; never submit assignments or quizzes.
  • Provide informational workflow guidance only, not education or admissions advice.
Success signals
  • Relevant Canvas guide located
  • Workflow steps summarized
Dimension scores

Why the route scores this way

reachability 69
navigability 81
task completability 81
transactability 81
recoverability 81
policy parseability 81
trust safety 81
efficiency 81
Issue flags

Known blockers

login_required
Policy notes
public pathPublic product pages and the Canvas Community guides document student/instructor workflows (assignments, grades, submissions); the LMS itself is behind an institution login.
task familyadmin
seo angleCanvas for Students: What an Assistant Agent May and May Not Do
confidence notePublic docs/community are parseable; the LMS is institution-gated. Integrity guardrail central.
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

education.use_canvas_lms
Before attempting education.use_canvas_lms on instructure.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":"instructure.com","task":"education.use_canvas_lms","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "instructure.com",
  "task": "education.use_canvas_lms",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}