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26 prompt packs

AI agent prompt packs for DevOps & operations

Operations work is repetitive, high-stakes, and perfect for agentic workflows. These prompt packs drive an AI agent through the operational jobs your team runs every week: writing blameless incident postmortems, generating on-call runbooks, detecting infrastructure-as-code drift, coordinating release trains, and instrumenting services for observability. Each pack is a sequenced workflow that connects to the tools you already use — GitHub, Slack, Linear, and your monitoring stack — and degrades gracefully when a tool isn't connected: paste the data in when the prompt asks. The result is a consistent, reviewable artifact instead of an ad-hoc copy-paste. Pick the pack for the operational job at hand, or get the full bundle.

Operations·Advanced

Pharma Deviation & CAPA Investigation Playbook

Turn a raw GMP deviation record into an inspector-defensible investigation inside the 30-day clock: classified severity with uplift rules, a root cause that never stops at operator error, a batch disposition a Qualified Person would sign, a CAPA with effectiveness checks that can fail, and a 483-style red-team of the draft before it enters the QMS. Run in your site's approved LLM with de-identified data.

Operations·Intermediate

Agent ROI Measurement Rubric

Build a defensible ROI case for any AI agent initiative — honest baseline, counterfactual cost model, quality-adjusted throughput score, and an exec scorecard with a continue/expand/kill call.

Operations·Intermediate

Agent Operations Runbook Generator

Turn any agent or automation description into a complete operational runbook — failure mode catalog, step-by-step diagnostic guides, recovery and rollback procedures, and a clear escalation matrix — so on-call is never unprepared when automations break.

Operations·Advanced

AI Agent Least-Privilege Auditor

Audit every tool your AI agent holds against least-privilege principles: extract a complete permission inventory, score each excess grant by blast radius and compliance exposure, map gaps to your RBAC policy, and generate an auditor-ready evidence pack — in one structured workflow.

Operations·Advanced

AI-Output Auditor Rubric Kit

Run a defensible human review program over AI-generated deliverables: calibrate a weighted six-dimension rubric to your output class, decide how much to sample, score each deliverable to a ship-or-revise verdict with evidence, and roll the scorecards up into a root-cause fix plan.

Operations·Advanced

NeedsConfluenceJira

Documentation Maintenance Agent Pack

Keep Confluence documentation accurate as projects evolve — audit stale pages, detect which docs are affected by recent Jira work, draft precise updates, and publish with Jira and Slack close-out in one connected workflow.

Operations·Advanced

Contract Risk Triage Rubric

Triage inbound contracts in an hour instead of a week: extract every operative clause with definition chasing and silence detection, score deviations against your own positions with consequence scenarios sized to the deal, build capped negotiation ladders with trades, and get a sign/negotiate/escalate verdict. Preparation for counsel — not legal advice.

Operations·Intermediate

Department Automation Roadmap Playbook

Answer "what should we automate with AI?" with evidence instead of anecdotes: a complete scored inventory of your department's workflows, an anchored automation-fit ranking with kill conditions, a sequenced two-quarter roadmap, and approval-ready initiative briefs with honest ROI and pre-committed kill criteria.

Operations·Advanced

NeedsPagerDutySSlackJiraDatadog

Engineering On-Call Coordination Agent Pack

Coordinate the full on-call incident lifecycle — alert triage, responder notification, stakeholder status updates, and Jira follow-up tracking — across PagerDuty, Slack, Datadog, and Jira without leaving your agent.

Operations·Beginner

Freelance Contract & Scope-Creep Shield

Stop signing away your IP and doing free out-of-scope work: scan any client contract for the IP, portfolio, payment, and indemnity traps boilerplate hides, get send-ready redlines, lock a proposal into an in-scope/out-of-scope baseline, and turn every 'can you just...' request into a priced change order. Preparation, not legal advice.

Operations·Advanced

NeedsGitHubSSlack

Infrastructure Drift Detection Harness

Detect IaC drift before it causes outages — parse declared state from your repo, compare against observed reality, score each deviation by blast radius, and get a safe reconciliation plan with tracking issues ready to open. GitHub connected unlocks direct repo reads and automatic issue creation; every step also works by pasting file or state content directly.

Operations·Advanced

NeedsPagerDutyJiraSSlackConfluence

Incident Postmortem Agent Pack

Turn raw incident signals from PagerDuty, Jira, and Slack into a complete postmortem — accurate timeline, root cause analysis, Jira remediation tasks, and a Confluence-published executive summary — without the manual multi-system grind.

Operations·Intermediate

Incident Review Quality Rubric

Grade any written postmortem before you accept it: a weighted five-dimension scorecard with 1-5 anchors, a shallow-analysis and blame detector, an action-item verifiability audit, a reconstructed detection clock, and a section-by-section rewrite brief you can send straight back to the author.

Operations·Advanced

Insider Threat Program Builder

Stand up a documented insider-threat program your cyber insurer or auditor will accept — a CISA IRMPE maturity score, a controls plan mapped to your tools, a detection catalog, a response runbook, and a policy plus insurance-evidence pack. No specialist consultant required.

Operations·Advanced

Internal Agent Adoption Playbook

Turn a successful AI-agent pilot into org-wide daily usage instead of a stalled experiment: a scored adoption diagnostic with a named resistance map, a champion-network and workflow-embedding system, a risk-sequenced rollout, and a governance cadence with usage instrumentation and pre-committed expand/kill gates.

Operations·Advanced

NeedsLinearSSlackNotion

Release Readiness Agent Pack

Verify milestone completion in Linear, surface unresolved blockers and dependencies, coordinate remaining launch activities, and publish a readiness update to Slack and Notion — all before you flip the switch.

Operations·Advanced

NeedsDatadogGitHub

Observability Instrumentation Harness

Stop discovering missing telemetry during outages — audit every service for instrumentation gaps, build a consistent tracing and metrics plan, draft the code changes, and generate Datadog dashboard and alert stubs. Requires Datadog and GitHub connected.

Operations·Advanced

Org-Wide Prompt Library Governance System

Run your company's internal prompt and agent library like a design system: inventory and tier every asset, design versioning, ownership, review, and deprecation rules, build the intake and review cadence, then audit for drift so the library stays trusted instead of sprawling into duplicates and orphans.

Operations·Advanced

Post-AI Process Re-Designer Playbook

Rebuild a process from an empty page now that machines run its middle: find the handoffs, queues, buffers and sign-offs that only ever existed because humans were slow, delete them with a named replacement for what each was quietly doing, re-cut the human roles into charters that say what each one no longer does, and rewrite the turnaround promise and quality bar the new shape can actually hold.

Operations·Advanced

Production Readiness Review Rubric

Score any service against reliability, observability, scalability, security, and operational readiness before launch — and get a prioritized remediation plan when it falls short.

Operations·Advanced

NeedsGitHubSSlackNotion

Release Communications Agent Pack

One connected-tool pack for the whole release-comms workflow: collect merged changes from GitHub, classify by audience impact, ship the CHANGELOG.md PR and plain-English release notes from one source, gate the deploy, and publish audience-tuned announcements to Slack and Notion.

Operations·Advanced

NeedsGitHubSSlackJira

Release Train Coordination Harness

Roll up readiness across every service, sequence deploys by dependency, surface rollback paths before they are needed, and publish stakeholder comms — all from one connected harness.

Operations·Advanced

Security Questionnaire Response Accelerator

Answer inbound enterprise security questionnaires (SIG, CAIQ, bespoke forms) without over-claiming: classify and deduplicate every question, reuse only answers whose evidence is still current, back each affirmative answer with a named artifact, write honest gap answers with compensating controls, and route every binding commitment to a named reviewer.

Operations·Advanced

SOC 2 Readiness Playbook

Take your startup from zero to audit-ready: a severity-ranked gap register against the Trust Services Criteria, a control map with named owners, an evidence-collection calendar, and an auditor-interaction script — without a $30k consultant.

Operations·Advanced

Vendor Security Review Rubric

Process SOC 2 reports and security questionnaires into consistent vendor verdicts: extract every control, exception, and CUEC into a normalized register, separate material gaps from cosmetic ones, reason through compensating controls, and ship a tiered approve/conditional/reject recommendation.

Operations·Beginner

Workflow Automation Scorer

Describe one workflow and get a 25-point automation-fit scorecard with a clear automate, assist, or leave-manual verdict and the first step to take.

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The Lifetime Bundle

Every prompt. Every workflow. Forever.

26 prompt packs inside — and counting.New packs added every week

Get the entire catalog — every prompt pack, across every category — plus every new pack we ship. We add fresh packs every week, and they all land in your bundle automatically. One payment, no subscription.

Every prompt & workflow
All future additions, free
Commercial-use license
Priority email support
All multi-agent packs
Quarterly prompt-tuning calls

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Support

You won't get stuck.

Every email gets a reply within 24 hours. If a prompt isn't working in your context, send us the details and we'll tune it with you.

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24h SLA

Email support, responses within a business day — every time.

Beginner-friendly

Step-by-step usage guide with each prompt. Copy, paste, ship.

Prompt customization

We personalize a pack to your brand or build a custom multi-prompt pack for you.

Refunds

Refund as per our Refund Policy. See the Refund Policy for details.