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Network Data Services
ASecurityAssess databases (MySQL, Postgres, MSSQL, Oracle), NoSQL/document stores (MongoDB, CouchDB, Cassandra), caches (Redis, Memcached), and search/analytics engines (Elasticsearch, InfluxDB, Kibana, Splunk) with bounded query budgets, synthetic canary verification, cleanup receipts, and data privilege candidate routing.
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- Added October 15, 2026
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[](https://www.skillsdirectory.com/skills/sodejm-network-data-services-copilot-operation-plugin-for-s)---
name: network-data-services
description: Assess databases (MySQL, Postgres, MSSQL, Oracle), NoSQL/document stores (MongoDB, CouchDB, Cassandra), caches (Redis, Memcached), and search/analytics engines (Elasticsearch, InfluxDB, Kibana, Splunk) with bounded query budgets, synthetic canary verification, cleanup receipts, and data privilege candidate routing.
---
# Databases, Caches, and Search Services
1. **Protocol-Specific Database, Cache, and Search Probes**:
- Assess exposure of relational databases (MySQL, Postgres, MSSQL, Oracle), NoSQL/document stores (MongoDB, CouchDB, Cassandra), caches (Redis, Memcached), and search/analytics engines (Elasticsearch, InfluxDB, Kibana, Splunk) across approved targets.
- Ground assessments in observed protocol responses, versions, and configurations.
2. **Bounded Query Budgets & Zero Bulk Extraction**:
- Enforce bounded query budgets (default 5 rows/documents) to verify schema, table/collection presence, and access controls.
- Prohibit and block bulk data dumps, full collection scans, and unconstrained production record retrieval.
3. **Authentication Prerequisites & Data Privilege Routing**:
- Determine whether services require authentication (`none`, `anonymous`, `default_credentials`, `user_password`, `client_cert`, `token_or_api_key`, `kerberos`, `unknown`).
- Extract `DataPrivilegeCandidate` entries for lateral movement and database takeover workflows.
4. **Canary Validation and Verifiable Cleanup Receipts**:
- Validate access controls using benign canary identifiers (`canary_audit_table`, `canary_cache_key`) without modifying production data.
- Emit verified `CleanupReceipt` records confirming rollback and artifact removal (`verified_removed`).
5. **Inaccessible != Secure Truth Boundary**:
- Strictly mark unreachable, filtered, or connection-refused services as `inaccessible` (with `auth_prerequisite: unknown`). Never claim unverified services are protected or secure.
6. **CLI Invocation**:
```bash
python3 -m cops data-services assess --targets db01.corp.internal --canary-id "canary_audit_table" --output data_report.json
python3 -m cops data-services candidates data_report.json --output data_candidates.json
python3 -m cops data-services cleanup data_report.json --output cleanup_receipts.json
python3 -m cops data-services inspect data_report.json
```
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