AI for Slack
Build smarter Slack workflows: ChatOps bots, alert routing, incident channels, on-call handoffs, message summarization, and webhook security.
Prompts
- Advanced
Slack Blameless Postmortem Facilitation Bot Prompt
Build a Slack bot that facilitates blameless postmortem reviews — guiding the discussion through a structured agenda, capturing contributing factors and action items in real time, and steering language away from blame toward systems thinking.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Canvas as Living Service Runbook Prompt
Design channel-tabbed Slack Canvases that serve as living operational runbooks per service — owners, dashboards, escalation, common failures, and copy-paste recovery steps that stay current instead of rotting in a wiki.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Custom Workflow Steps (Steps from Apps) Prompt
Build developer-defined custom workflow steps that non-technical teammates can drag into Workflow Builder — exposing your internal automations (deploys, lookups, ticket creation) as safe, configurable, reusable building blocks.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack DND & Presence-Aware Alert Routing Prompt
Design alert routing that respects Slack Do-Not-Disturb, presence, and time zones — paging the right awake on-call, holding non-urgent notices until working hours, and never spamming someone whose DND clearly signals off-shift.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack files.upload v2 Log & Artifact Sharing Prompt
Migrate to the Slack files.uploadV2 flow and design a safe pattern for posting logs, diffs, heap dumps, and CI artifacts into channels — with size limits, redaction, snippet vs. file choices, and retention controls.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Lists for Action-Item & Follow-Up Tracking Prompt
Design a Slack Lists workflow that captures incident action items, postmortem follow-ups, and review tasks as structured records with owners, due dates, and status — synced from threads and nudged to completion.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Maintenance Window Broadcast & Mute Coordination Prompt
Design a Slack workflow that announces scheduled maintenance windows, mutes the alerts expected to fire during them, and auto-unmutes afterward — so planned work doesn't page on-call or trigger false incidents.
- Claude
- ChatGPT
Open prompt - Advanced
Slack SCIM User Lifecycle & Provisioning Prompt
Design automated Slack user lifecycle management via SCIM — joiner/mover/leaver provisioning, group-to-usergroup mapping, deactivation on offboarding, and reconciliation against your IdP so access stays correct and auditable.
- Claude
- ChatGPT
Open prompt - Advanced
Slack to ServiceNow Incident Bridge Prompt
Design a bidirectional bridge between Slack incident channels and ServiceNow ITSM — auto-creating incident records, syncing state and worklogs both ways, and keeping the engineering channel and the ITSM system of record consistent.
- Claude
- ChatGPT
Open prompt - Advanced
Slack AI Assistant App with assistant.threads API Prompt
Design a native Slack AI assistant using the assistant.threads surface — suggested prompts, status indicators, threaded context, and a streaming LLM backend that respects channel permissions.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Audit Logs API Security Monitoring Prompt
Stream the Enterprise Grid Audit Logs API into your SIEM and build detections for risky actions — token grants, app installs, channel exports, and admin changes — with tuned alerting.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Bolt Middleware Pipeline Design Prompt
Architect a clean, testable middleware chain for a Bolt app — auth context, tenant resolution, rate limiting, error boundaries, and structured logging — so handlers stay thin and reusable.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Deploy Freeze & Change Calendar Bot Prompt
Build a bot that enforces and announces deploy freeze windows — blackout calendars, exception requests with approval, and pre-deploy checks that warn or block during a freeze.
- Claude
- ChatGPT
Open prompt - Beginner
Slack Ephemeral Message UX Patterns Prompt
Decide when to use ephemeral vs in-channel vs DM messages, and design ephemeral-first flows that keep channels quiet while still guiding users through actions.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Huddle AI Notetaker & Decision Capture Prompt
Design an AI pipeline that turns Slack huddle transcripts into structured notes — decisions, action items with owners, and a posted summary — without losing nuance or capturing the wrong things.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Message Metadata for Event-Driven Apps Prompt
Use structured message metadata to attach machine-readable context to Slack posts and drive event-driven automation across apps — without parsing message text or hiding state in blocks.
- Claude
- ChatGPT
Open prompt - Beginner
Slack Reaction Emoji Signaling Standard Prompt
Define a team-wide emoji-reaction taxonomy that conveys status (ack, in-progress, done, blocked, escalated) consistently across ops channels so a glance replaces a thread.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Workflow Builder Webhook Trigger Integration Prompt
Wire external systems into no-code Slack Workflow Builder using webhook-triggered workflows — payload schema design, secret handling, and the handoff line between no-code and real code.
- Claude
- ChatGPT
Open prompt - Advanced
Slack App Distribution & Multi-Workspace OAuth Prompt
Design a publicly distributable Slack app: OAuth v2 install flow, per-workspace token storage, App Directory submission readiness, and tenant isolation for a SaaS bot.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack App Home Tab Personalized Surface Prompt
Design a Slack App Home tab that gives each user a personalized, always-current dashboard — on-call status, owned services, pending approvals — published via views.publish.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Bot Testing & API Mocking Strategy Prompt
Design a test strategy for a Slack app: unit-test handlers with mocked payloads, mock the Slack Web API, replay signed events, and run contract tests in CI without hitting real Slack.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Deployment Approval Gate for CI/CD Prompt
Build a Slack-driven manual approval gate that pauses a CI/CD pipeline, posts deploy context to a channel, and resumes or aborts based on an authorized approver's button click.
- Claude
- ChatGPT
Open prompt - Advanced
Slack LLM Agent Bot with Safe Function Calling Prompt
Design a Slack bot backed by an LLM that uses tool/function calling to run real operational actions, with guardrails, confirmation steps, and scoped permissions.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Outage Resilience & Graceful Degradation Prompt
Design fallback paths for when Slack itself is degraded or down — so alerts, approvals, and incident comms don't silently fail when your primary ChatOps surface is unavailable.
- Claude
- ChatGPT
Open prompt - Beginner
Slack Scheduled Messages & Reminders Automation Prompt
Design reliable time-based Slack messaging using chat.scheduleMessage and reminders for recurring posts, deadline nudges, and follow-ups — with cancellation and timezone correctness.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Global & Message Shortcuts Design Prompt
Design Slack global shortcuts and message (context-menu) shortcuts that launch modals and workflows, distinct from slash commands, with clean UX and payload handling.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack User Group Mention & Ownership Routing Prompt
Use Slack user groups (@-mentionable handles) to route alerts and requests to the owning team, kept in sync with your service catalog so the right humans are paged in-channel.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack AI Thread Summarization & Channel Digest Prompt
Build an AI-powered summarizer that condenses long Slack threads and busy channels into actionable digests with decisions, action items, and owners — without leaking sensitive context to the model.
- Claude
- ChatGPT
Open prompt - Beginner
Slack Async Standup Bot Prompt
Design an asynchronous standup bot that DMs prompts on a schedule, collects responses, and posts a clean threaded digest — replacing synchronous standup meetings for distributed teams.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Block Kit Modal Form Design Prompt
Design multi-step Block Kit modals with input validation, dynamic option loading, and clean view-submission handling for self-service ops workflows like access requests and deploys.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Events API Retry & Idempotency Prompt
Build a reliable Slack Events API consumer — URL verification, fast ack, dedup of Slack's retry storms, idempotent processing, and a queue-backed worker pattern.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Interactive Approval Flow with Audit Trail Prompt
Design a Slack button-based approval workflow (deploys, access grants, spend) with tamper-resistant audit logging, double-approval, expiry, and protection against the wrong person clicking Approve.
- Claude
- ChatGPT
Open prompt - Advanced
Slack to PagerDuty Bidirectional Bridge Prompt
Design a two-way Slack to PagerDuty integration where Slack actions (ack, escalate, resolve) drive PagerDuty incidents and PagerDuty state changes flow back into the Slack channel.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack API Rate Limit & Backoff Strategy Prompt
Design a resilient Slack API client that respects per-method rate-limit tiers, honors Retry-After, batches and coalesces calls, and never gets the app throttled into a death spiral.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Slash Command Framework Design Prompt
Design a maintainable, multi-command slash command framework for a Slack app — routing, sub-command parsing, the 3-second ack rule, deferred responses, and per-command authorization.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Socket Mode vs HTTP Architecture Prompt
Decide between Socket Mode and HTTP request URLs for a Slack app, then design the chosen architecture for reliability, scaling, and clean local development.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Alert Acknowledgment Policy & Timer Enforcement Prompt
Enforce alert acknowledgment SLAs in Slack — per-severity ack windows, escalation timers, secondary on-call paging, manager notification, and post-incident review.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Capacity & Quota Threshold Alerts Prompt
Detect and notify on capacity threats in Slack — disk, memory, cloud quotas, license seats, RDS storage, K8s pod limits — with growth projections and provisioning lead-time-aware alerting.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Certificate Expiration Notifications Prompt
Detect and notify on TLS / SSH / code-signing certificate expirations in Slack — discovery, multi-window alerts, renewal automation hooks, owner routing, and post-renewal validation.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Compliance Metrics Export for SOC2 / ISO 27001 Evidence Prompt
Build automated metrics + evidence export from Slack — audit log queries, access reviews, channel inventory, retention policy coverage — for SOC2 / ISO 27001 / HIPAA auditors.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Cost Monitoring & Anomaly Notifications Prompt
Route cloud cost anomalies, budget alerts, FinOps signals, and quota threats to Slack — Datadog / AWS Cost Explorer / GCP Billing / Vantage / custom — with action-oriented formatting.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Database Operations ChatOps Prompt
Build a ChatOps workflow for routine database operations — read replica failover, schema migrations, vacuum/analyze, slow query investigation — with strong safety gates, approval, and rollback.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Feature Flag Toggle Workflow Prompt
Build a ChatOps workflow for LaunchDarkly / Unleash / Flagsmith / OpenFeature flag toggles from Slack — typed inputs, percentage rollouts, kill-switches, audit, and automatic rollback on regression.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack GitOps PR Notification & Review Coordination Prompt
Route GitOps PR notifications to Slack — ArgoCD / Flux / Spinnaker / GitHub Actions — with PR routing by service owner, review-required alerts, merge gate visibility, and post-deploy validation.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Huddle Incident Bridge Automation Prompt
Use Slack Huddles as incident voice bridges — auto-start on SEV1/2, invite right roles, recording (where allowed), transcript generation, and post-incident archival.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Knowledge Q&A Bot Design Prompt
Build a Slack bot that answers SRE / platform questions from internal runbooks, postmortems, and architecture docs using retrieval-augmented generation — with source links, freshness signals, and feedback loop.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Message Localization for Global Engineering Teams Prompt
Localize bot messages, alert formatting, and slash command output for multi-language Slack workspaces — language detection, ICU pluralization, time-zone formatting, and quality review.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Observability Dashboard Surface Prompt
Surface real-time observability data directly in Slack — live SLO status, recent deploys, current incidents, top-error queries — via slash commands and scheduled posts that bring the dashboard to where engineers already are.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack-Based On-Call Training & Game Day Simulation Prompt
Run game-day exercises and on-call training drills via Slack — injected alerts, scripted scenarios, blast-radius-controlled chaos, scoring, and post-exercise debrief.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Postmortem Effectiveness Tracking Prompt
Track postmortem effectiveness in Slack — action item completion rate per postmortem, recurrence detection of same root cause, nudges for stale AIs, and quarterly trend analysis.
- Claude
- ChatGPT
Open prompt - Advanced
Slack SBOM & Supply Chain Vulnerability Alert Routing Prompt
Route SBOM / supply chain CVE alerts to Slack — Dependabot / Snyk / Grype / Trivy findings, severity-aware routing, owner mapping, dedup, SLA tracking, and remediation workflow.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Service Mesh Issue Notifications Prompt
Route Istio / Linkerd / Consul service mesh alerts to Slack — traffic policy violations, mTLS failures, latency spikes, retry storms, and circuit breaker activations — with ownership routing.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Channel Sprawl Prevention Bot Prompt
Build a bot that prevents Slack channel sprawl proactively — provisioning workflow, similar-channel detection, naming enforcement, and required metadata at creation.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Terraform Plan Review Workflow Prompt
Route Terraform plans to Slack for review — diff summary, risk classification, policy violations, expected drift, approval gating, and auto-apply on approval.
- Claude
- ChatGPT
Open prompt - Intermediate
Alertmanager to Slack Formatting Prompt
Design rich, scannable Slack messages for Prometheus Alertmanager alerts — severity-colored attachments, Block Kit blocks, runbook + dashboard + silence buttons, dedup, and threading.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Alert Routing & Escalation Design Prompt
Design severity-aware Slack alert routing — channel taxonomy, on-call rotations, escalation timing, alert suppression, and runbook linking.
- Claude
- ChatGPT
Open prompt - Advanced
Production-Grade Slack API Client Design Prompt
Design a hardened Slack API client library — token rotation, rate limiting, retries, dedup, audit logging, and Block Kit composition — for services that post to Slack at scale.
- Claude
- ChatGPT
Open prompt - Advanced
Slack App Manifest & Permission Scope Review Prompt
Review a Slack app manifest YAML for over-scoped permissions, missing rate limiting, weak event subscriptions, and least-privilege violations.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Canvas for Incident War-Room Records Prompt
Design a Slack Canvas template that captures live incident state — timeline, decisions, owner roles, open questions, action items — directly inside the incident channel for shared editing.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Lightweight Change Approval (CAB-Lite) Prompt
Design a Slack-native change approval workflow — request card, approver routing, freeze-window enforcement, audit trail, and rollback hook — without the bureaucracy of a heavy CAB.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Release Notes & Changelog Formatting Prompt
Design Slack-native release notes and changelog messages — extracted from PRs / commits / Jira, severity-tagged, formatted for scanning, with rollback links and owner pings.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Channel Health & Analytics Dashboard Prompt
Build a channel-health dashboard for a Slack workspace — dead channel detection, engagement scoring, governance violations, and recommendations for archive / merge / promote.
- Claude
- ChatGPT
Open prompt - Advanced
Slack ChatOps Bot Design Prompt
Design a ChatOps bot that runs kubectl, terraform, aws/gcloud, and deploy commands from Slack with RBAC, audit logging, and production-safe defaults.
- Claude
- ChatGPT
Open prompt - Intermediate
CI/CD Pipeline Status Notifications in Slack Prompt
Design rich Slack messages for CI/CD pipeline events — GitHub Actions / GitLab CI / Jenkins / ArgoCD — with severity-aware routing, failure context, retry buttons, and noise control.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Connect External Channel Governance Prompt
Govern Slack Connect channels with vendors and customers — invite policy, data classification, audit, retention, eDiscovery readiness, and offboarding.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack DevOps Onboarding Bot Prompt
Design a Slack onboarding bot for new DevOps / SRE hires — Day-1 checklist, account provisioning verification, runbook tour, on-call shadow scheduling, and 30/60/90-day check-ins.
- Claude
- ChatGPT
Open prompt - Advanced
Slack DLP & Secret Scanning in Messages Prompt
Detect and react to credentials, API keys, customer PII, and proprietary code pasted into Slack — detection rules, alerting, message editing, and user education.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Enterprise Grid Migration Planning Prompt
Plan a migration from standalone Slack workspaces to Slack Enterprise Grid — workspace inventory, identity unification, channel mapping, app re-install, DLP migration, and phased rollout.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Incident Channel Auto-Creation Prompt
Design automated Slack incident channel creation triggered by PagerDuty / Alertmanager — naming, invitations, bridge to Zoom, runbook auto-post, and archive on resolution.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Incident Timeline Summarization Prompt
Extract a clean blameless timeline from a noisy Slack incident channel — chronological events, decisions, action items, and a draft postmortem narrative.
- Claude
- ChatGPT
Open prompt - Advanced
Slack Notification Deduplication & Burst Suppression Prompt
Design dedup and burst suppression for high-volume Slack alert pipelines — fingerprinting, sliding windows, exponential cooldown, and dependency-aware suppression.
- Claude
- ChatGPT
Open prompt - Advanced
Slack OAuth Token Security & Rotation Prompt
Audit, secure, and rotate Slack OAuth tokens (bot, user, granular) across services — inventory, threat model, rotation cadence, secret manager integration, and dual-active migration.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack On-Call Handoff Workflow Prompt
Design a daily on-call handoff posted to Slack — active incidents, recent changes, open tickets, follow-ups, and SLO burn — generated automatically and reviewed by the outgoing engineer.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Reaction-Driven Automation Prompt
Design automation triggered by Slack message reactions — 🚨 opens an incident, 🔄 retries a job, 📌 saves to knowledge base, 🎫 creates a ticket. Lightweight, intuitive, low-overhead.
- Claude
- ChatGPT
Open prompt - Intermediate
Time-Zone-Aware Slack Scheduling for Global SRE Teams Prompt
Design scheduling logic for Slack messages and on-call workflows that respects global team time zones — quiet hours, follow-the-sun handoffs, async-first comms, and DST handling.
- Claude
- ChatGPT
Open prompt - Beginner
Slack Search Strategy for Incident Research Prompt
Use Slack's search effectively during incidents — operators, filters, time scoping, related-incident discovery — and AI-summarize results to reconstruct prior tribal knowledge.
- Claude
- ChatGPT
Open prompt - Advanced
Slack SLO Burn-Rate Notification Design Prompt
Design Slack notifications for SLO burn rates — multi-window multi-burn alerts, severity gradient, error-budget displays, ack workflow, and quiet-window suppression.
- Claude
- ChatGPT
Open prompt - Advanced
Slack-Based Public Status Page Auto-Publish Prompt
Automate public status page updates (Statuspage / Better Uptime / Instatus) from a Slack incident channel — approval gating, message scrubbing, multilingual, and audit.
- Claude
- ChatGPT
Open prompt - Beginner
Slack Thread to Jira/GitHub Issue Conversion Prompt
Convert a Slack discussion thread into a structured Jira or GitHub issue — extract context, classify, propose labels, link back, and avoid duplicate filing.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Webhook Security & Secret Rotation Prompt
Inventory, secure, and rotate Slack incoming webhooks — discover existing webhooks, model the threat, design rotation cadence, integrate with Vault/SSM, and detect leaked URLs.
- Claude
- ChatGPT
Open prompt - Intermediate
Slack Workflow Builder for Runbook Automation Prompt
Convert markdown runbooks into Slack Workflow Builder flows — typed inputs, branching, webhook steps, and audit logging — to make runbooks executable from any channel.
- Claude
- ChatGPT
Open prompt
Guides
- · 9 min read
Automating Incident Channels in Slack: From Page to Postmortem
Spin up a dedicated Slack incident channel automatically, seed it with context, manage roles, and capture the timeline for a clean postmortem.
Read guide - · 9 min read
Building a Slack ChatOps Bot for DevOps Teams: A Practical Guide
How to build a Slack ChatOps bot from scratch — scopes, event handling, command routing, and the safety rails that keep a bot from breaking production.
Read guide - · 9 min read
Building Approval Workflows in Slack for Deploys and Access
How to build Slack approval workflows for production deploys and access requests — interactive buttons, authorization, audit trails, and timeouts.
Read guide - · 8 min read
Designing Slack Slash Commands for DevOps Workflows
How to design Slack slash commands that DevOps teams actually use — argument parsing, the 3-second ACK rule, deferred responses, and risk-gated actions.
Read guide - · 9 min read
Integrating Slack with PagerDuty and Jira for Closed-Loop Ops
Connect Slack, PagerDuty, and Jira so pages, incidents, and follow-up tickets flow in one loop — with the right automation and the right manual gates.
Read guide - · 8 min read
Managing On-Call Handoffs in Slack So Nothing Falls Through the Cracks
A practical Slack workflow for on-call handoffs — structured shift summaries, open-issue carryover, and AI-assisted recaps that keep context intact.
Read guide - · 8 min read
Routing Monitoring Alerts to Slack Without Drowning in Noise
How to route Prometheus and Alertmanager alerts to Slack channels cleanly — severity routing, grouping, dedup, and AI summaries that beat alert fatigue.
Read guide - · 9 min read
Securing Slack Webhooks and Tokens: A DevOps Hardening Guide
How to secure Slack incoming webhooks and app tokens — signature verification, secret storage, scope minimization, rotation, and leak response.
Read guide - · 8 min read
Slack Block Kit Message Design for Ops: Make Alerts Scannable
A practical guide to Block Kit for DevOps — headers, fields, sections, and actions that turn raw ops output into messages people read at a glance.
Read guide