Netskope DLP Policy Deployer

Deploy and reconcile Netskope DLP rules/profiles from declarative YAML — dictionary/profile/rule sync, drift detection vs the live tenant, dry-run diff and idempotent apply with rollback.

Netskope

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Capabilities

Netskope REST API v2 auth
DLP dictionary + profile sync
Rule-to-profile binding
Declarative YAML desired-state
Drift detection vs live tenant
Dry-run diff preview
Idempotent apply + rollback
Scored HTML report

Required inputs

Parameters the script accepts. Defaults shown; some are vendor- or context-gated.

Parameter	Type	Default	Notes
Desired-state YAML desired_state	string	dlp_policies.yaml	—
Reconcile mode (drift\|enforce) reconcile_mode	string	drift	—
Minimum DLP severity managed severity_floor	string	medium	—
Rollback on apply error rollback_on_error	bool	true	—

Hint 1 — Name your vendors and OS versions

Mention the exact platforms you run (Netskope) so the generated sase logic uses the right CLI/NETCONF syntax.

Hint 2 — State your real thresholds

Provide concrete values for Desired-state YAML, Reconcile mode (drift|enforce), Minimum DLP severity managed instead of the defaults — they shape what counts as a fault.

Hint 3 — Prioritize the checks you need

This tool can netskope REST API v2 auth and dLP dictionary + profile sync. Ask for the subset relevant to your incident to keep output focused.

Hint 4 — Describe your inventory format

Tell the assistant whether your device list is CSV, YAML, or JSON and which columns it has, so parsing matches your data.

Sample inventory schema

Authoritative shape of the device/policy data this script consumes.

dlp_policies.yaml

yaml

Mock declarative desired-state — DLP profiles, rules, actions and severity

yaml

# Desired-state DLP policy for the Netskope tenant.
# The deployer reconciles this against the live tenant (dry-run by default).
profiles:
  PCI-Profile:

tenants.csv

csv

Target Netskope tenant(s) — host + Vault path for the API token

terminal

tenant,base_url,vault_path,severity_floor
acme-prod,https://acme.goskope.com,netops/netskope/prod,medium
acme-stage,https://acme-stage.goskope.com,netops/netskope/stage,low

Expected output

Reference terminal output the script should produce — used as a stylistic and structural target.

terminal

[2026-06-12] INFO  Netskope DLP: loading desired-state dlp_policies.yaml...
[2026-06-12] INFO  Fetching live DLP profiles + rules from tenant...

==================== DRY-RUN · PLANNED CHANGES ====================
ACTION   PROFILE                 RULE                 RESULT
+ ADD    GDPR-Profile            EU-PII-Block         would create (block)
~ UPDATE PCI-Profile             CC-Number-Alert      block → alert
- DRIFT  Legacy-Profile          SSN-Test             live-only (enforce would delete)
= KEEP   PCI-Profile             CC-Number-Block      in-sync
==================================================================