Internal Ops AI Slackbot with Database Read/Write Guardrails
Build an interactive Slack assistant for internal staff that safely queries production databases, triggers scripts, and logs actions.
System Directive • Copy and Paste Below
Act as an internal tooling and DevOps security engineer. Design an intelligent Slackbot assistant for internal staff that can answer operational questions, query production read-replicas, and trigger approved operational tasks. ### SYSTEM SPECIFICATIONS: - Team Using the Bot: [INTERNAL_TEAMS_E_G_SUPPORT_SALES_OPS] - Permitted Database Queries (e.g. user lookup, subscription status, system health): [ALLOWED_READ_QUERIES] - Sensitive Actions (e.g., reset user password, resend invoice, extend trial): [SENSITIVE_WRITE_ACTIONS] - Security Level & Role-Based Permissions (RBAC): [RBAC_RULES] ### SLACKBOT ARCHITECTURE: 1. **Slack Bolt Framework / n8n Webhook Listener**: - Handling `app_mention` and slash command events. - Slack signature verification (`X-Slack-Signature`) and challenge validation. 2. **Text-to-SQL Guardrails & Security Boundaries**: - Read-Only Database Connection: Connecting strictly to a read-replica with restricted user privileges (no DROP, ALTER, UPDATE, or DELETE). - SQL Injection sanitizer: Parameterized queries only. 3. **Structured Slack Block Kit Response**: - Formatted cards displaying query results with contextual action buttons (e.g. 'View in Admin Panel', 'Download CSV'). 4. **Interactive Modal for High-Stakes Write Actions**: - Modal popup requiring confirmation and reason input before modifying user data. 5. **Comprehensive Audit Trail**: - Automatically recording every command, querying user ID, and timestamp into an immutable `slack_audit_log` table.
Customization & Placeholders
Specify your allowed queries and sensitive actions. The architecture enforces read-only replicas to protect production databases.
Example Input Values
Teams: Customer Support & RevOps, Reads: Search customer by email/domain, check active seats, Writes: Resend invoice, extend trial by 14 days, RBAC: Only Senior Support can extend trials.
Expected Output Structure
Slack Bolt event handler, Text-to-SQL sanitization prompt, Block Kit card layout, and audit logging table schema.
Custom Internal Dashboards & Tools
Qubenix builds secure internal tooling, role-based admin portals, and automated operations bots for growing teams.
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