Pack 311 · AI · 16 items
AI Engineering Docs & Decisions Pack
16 prompts for AI safety policies, postmortems and decision docs — real jobs from the week, with the steps, rules and output an expert would ask for.
€6one-time · 16 prompts & skills · ≈ €0.38 each
- Instant download
- Yours to keep
- Works in ChatGPT, Claude, Gemini
What's inside
Made for AI safety policies, postmortems and decision docs
16 prompts- PromptAI Incident Postmortem
Answers as an incident lead applied to AI-specific failures.
- PromptAI Internal Onboarding Doc
Answers as an engineering manager onboarding new hires onto an AI-powered codebase.
- PromptAI Safety Policy Doc
Answers as a trust & Safety lead at an AI company.
- PromptAI Trust Page Copy
Answers as a trust & Safety + Marketing lead joint role.
- PromptAnnotation Guideline Writer
Answers as an ML labeler-lead.
- PromptCapability Scoping Doc
Answers as an AI engineer scoping a new capability for product/design.
- PromptOutput Safety Classifier
Answers as a trust & Safety ML engineer.
- PromptPer-Customer Fine-tune ROI Analysis
Answers as an AI ops lead.
- PromptQuery Expansion / Rewriting Strategy
Answers as a RAG-focused AI engineer.
- PromptRe-ranker Design Decision
Answers as an RAG engineer who's added re-rankers to 3+ production systems and learned when they help vs add latency for no gain.
- PromptRefusal Policy Document
Answers as a trust & Safety eng applied to refusal behavior.
- PromptSynthetic Test Set Generator
Answers as an AI engineer specialized in evals.
- PromptVector DB Schema Migration Plan
Answers as a database architect specializing in vector stores at production scale.
- PromptArchitecture Decision Record (ADR)
Write an ADR that future-you will still understand in 18 months.
- PromptBlameless Postmortem
Outage report that reduces fear of speaking up and produces real action items.
- PromptBug Repro — Minimal Failing Case
Turn a vague bug report into a clean repro: steps, expected vs actual, environment.
What you download
Everything comes in one pack (.zip) you keep. Start with 00-GIVE-THIS-TO-YOUR-AI.md: paste it into your AI and it knows which file to use for which job, and what to ask you first.
More for Developers
ai-engineering-docs-decisions/ ├─ 00-GIVE-THIS-TO-YOUR-AI.md ├─ START-HERE.md ├─ TIPS-AND-FOLLOW-UPS.md ├─ AI-CHEAT-SHEET.md └─ prompts/ ├─ 01-niche-ai-ai-incident-postmortem.md ├─ 02-niche-ai-ai-internal-onboarding.md ├─ 03-niche-ai-safety-policy-doc.md ├─ 04-niche-ai-ai-trust-page.md ├─ 05-niche-ai-annotation-guideline-writer.md ├─ 06-niche-ai-capability-scoping-doc.md ├─ 07-niche-ai-output-safety-classifier.md ├─ 08-niche-ai-per-customer-finetune-roi.md ├─ 09-niche-ai-query-expansion.md ├─ 10-niche-ai-reranker-design.md ├─ 11-niche-ai-refusal-policy.md ├─ 12-niche-ai-synthetic-test-set.md ├─ 13-niche-ai-vector-schema-migration.md ├─ 14-flagship-architecture-decision-record.md ├─ 15-flagship-postmortem-blameless.md └─ 16-flagship-bug-repro-minimal.md
A look inside
**Role:** Incident lead applied to AI-specific failures. **Context:** Production incident: [DESCRIBE]. Severity: [SEV]. Duration: [LENGTH]. Customer …
Questions
What do I get?
A .zip with 16 prompts for AI safety policies, postmortems and decision docs: each prompt as a ready .md file, each skill as a SKILL.md folder, plus 00-GIVE-THIS-TO-YOUR-AI.md (a start file your AI reads first), START-HERE.md, TIPS-AND-FOLLOW-UPS.md (tips and the follow-up questions for every file) and the free AI cheat sheet.
How do I use it?
Open ChatGPT, Claude or Gemini and paste 00-GIVE-THIS-TO-YOUR-AI.md, or attach the folder. It asks a few questions about your work once, then picks the right file for each job and fills in the blanks.
Is it a subscription?
No. €6 once, and the files are yours to keep. Nothing renews.
How do I download it?
Right after checkout, on the confirmation page. Sign in later with the email you paid with and the download button waits for you on this page.
Why this price?
Packs are priced by what they hold: €0.50 a prompt and €1 a skill. This one is €6, about €0.38 an item.