AI for Engineering Leaders — Prompt Library

81 Situation-specific prompts for engineering managers, directors, and VPs. Each prompt covers a recurring leadership task (status updates, roadmaps, performance reviews, incident comms) with placeholders, an example, and tuning notes.

Prompt Categories

Weekly Comms - 15 prompts

The communication layer of leadership. Status updates, stakeholder emails, launch announcements, incident comms, and more.

#	Prompt	When to Use
01	Exec Status Update	Monday morning, synthesising team leads' updates for your VP/CTO
02	Team Weekly Summary	Friday wrap-up for your direct team
03	Stakeholder Project Update	Keeping PMs, design, and business leads aligned on delivery
04	Cross-Team Dependency Update	Flagging blockers and handoffs across teams
05	Internal Launch Announcement	Announcing a shipped feature or service to the company
06	External Launch Announcement	Customer-facing or public comms for a release
07	Team Wins Celebration	Highlighting team accomplishments to leadership and peers
08	Org Change Announcement	Communicating reorgs, new hires, or structural shifts
09	Incident Stakeholder Comms	Real-time or post-incident updates for non-technical stakeholders
10	Meeting Recap & Action Items	Turning messy meeting notes into clear follow-ups
11	Skip-Level Update	Writing upward comms for your boss's boss
12	Board Engineering Summary	Distilling engineering progress for board-level audiences
13	Engineering Newsletter	Monthly or bi-weekly update for a non-technical company-wide audience
14	Vendor Escalation Email	Escalating a blocked vendor issue in writing
15	Engineering All-Hands Agenda	Planning a quarterly or monthly all-hands meeting

Planning Artifacts - 14 prompts

The documents that shape what gets built and when. Roadmaps, RFCs, retros, decision records, and operational playbooks.

#	Prompt	When to Use
01	Quarterly Roadmap	Start of quarter, turning goals into a structured plan
02	RFC Outline	Proposing a technical change that needs cross-team buy-in
03	Sprint Retro Summary	Turning retro discussion into actionable themes
04	Tech Debt Prioritisation	Building a case for paying down debt with a ranked backlog
05	Build vs Buy Analysis	Evaluating whether to build in-house or use a vendor
06	Project Pre-Mortem	Identifying risks before a project starts
07	Capacity Planning	Mapping team bandwidth against committed work
08	Migration Plan	Structuring a phased approach to a system migration
09	OKR Drafting	Writing measurable OKRs from vague business goals
10	Architecture Decision Record	Documenting a technical decision with context and trade-offs
11	Incident Postmortem	Writing a blameless postmortem from timeline notes
12	Sprint Planning Breakdown	Breaking epics into well-scoped sprint tickets
13	Engineering Strategy One-Pager	Communicating what you're optimising for and why, in one page
14	Team Offsite Agenda	Planning a substantive team offsite that produces real decisions

People Management - 16 prompts

The human side of leadership. Reviews, career conversations, hiring, and the difficult moments.

#	Prompt	When to Use
01	Performance Review Draft	Review cycle, synthesising a half or full year of work
02	One-on-One Prep	Before your weekly 1:1 with a direct report
03	Feedback Synthesis	Combining peer feedback into a coherent narrative
04	Career Ladder Draft	Creating or refining engineering level expectations
05	Job Description	Writing a compelling, specific job posting
06	Interview Rubric	Creating structured evaluation criteria for interviews
07	PIP Documentation	Drafting a fair, clear performance improvement plan
08	Promotion Case	Building a compelling case for a direct report's promotion
09	Team Health Survey Analysis	Finding patterns and actions from survey results
10	Onboarding Plan	Creating a structured first 30/60/90 days for a new hire
11	Skip-Level Meeting Prep	Preparing for 1:1s with your reports' reports
12	Difficult Conversation Prep	Structuring hard feedback or sensitive discussions
13	Manager README	Writing a working guide to yourself for your direct reports
14	Layoff Communication	Individual and team messaging for a workforce reduction
15	Team Values Workshop	Facilitating a session to define real, usable team values
16	Staff Engineer Scope Document	Defining what a staff engineer owns and how success is measured

Incident Management - 12 prompts

The operational backbone of engineering reliability. From alert fires through to organisational learning.

#	Prompt	When to Use
01	Incident Commander Runbook	You're IC for a live incident and need a structured framework
02	Real-Time Status Page Update	Writing public status updates during an active incident
03	Customer Apology Email	Post-incident customer communication that rebuilds trust
04	War Room Facilitation Guide	Running an effective incident response call
05	On-Call Handoff	Handing off context at the start/end of an on-call rotation
06	Runbook Generator	Extracting operational knowledge into step-by-step runbooks
07	Incident Trend Analysis	Quarterly review of incident patterns and systemic issues
08	Remediation Tracker	Tracking postmortem action items to completion
09	Severity Classification Guide	Defining P0-P3 severity levels for your organisation
10	Game Day Plan	Planning a chaos engineering or incident simulation exercise
11	Escalation Policy Document	Defining who to call, when, and through what channel
12	Incident Readiness Review	Auditing preparedness before a launch or high-traffic event

Architecture - 12 prompts

The technical decisions that shape your systems for years. Design, evaluate, document, and communicate architectural choices.

#	Prompt	When to Use
01	System Design Document	Before building a new service or system
02	API Contract Design	Designing a new API (internal or external)
03	Scalability Assessment	Evaluating whether a system can handle growth
04	Data Model Design	Designing schemas for a new domain
05	Caching Strategy	Deciding what to cache, where, and how to invalidate
06	Observability Strategy	Designing monitoring, logging, and tracing for a system
07	SLO Definition	Setting Service Level Objectives for your services
08	Architecture Review Prep	Preparing to present a design for peer review
09	Dependency Mapping	Documenting service dependencies and blast radius
10	Technical Vision Document	Writing a long-term technical strategy for your area
11	Technology Radar	Evaluating and categorising technologies for your org
12	Database Selection Guide	Choosing the right database for a workload

Hiring Pipelines - 12 prompts

The end-to-end process of finding, evaluating, and closing engineering candidates.

#	Prompt	When to Use
01	Hiring Plan	Planning headcount and roles for a quarter
02	Recruiter Kickoff Brief	Starting a search with a recruiter
03	Sourcing Outreach Message	Cold outreach to potential candidates
04	Phone Screen Script	30-minute initial candidate screen
05	Take-Home Exercise Design	Creating a fair, well-scoped assessment
06	Interview Debrief Facilitation	Running a structured hiring decision meeting
07	Candidate Evaluation Summary	Synthesising interview feedback into a decision
08	Offer Justification	Building the case for a specific comp package
09	Candidate Closing Pitch	Selling the role to a finalist who's deliberating
10	Rejection Email	Delivering a respectful, useful no
11	Pipeline Analytics Review	Analysing funnel metrics to improve hiring
12	Interviewer Calibration Guide	Training interviewers for consistency

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Prompt Structure

Each file follows the same format:

## Situation    - When to use it
## The Prompt   - Copy-paste ready, with [PLACEHOLDERS]
## Example Input
## Example Output
## Tuning Notes

Roadmap

• V1: 36 prompts across comms, planning, and people management
• V2: Additional categories (incident management, architecture, hiring pipelines)
• V2: CLI tool via Claude Code (ai-eng fetch postmortem --timeline "...")
• V3: Prompt chaining (multi-step workflows)
• V3: Org-size variants (startup, growth, enterprise)