Pack 442 · Developer stacks · 13 items
Observability Engineering Pack
11 prompts + 2 skills for SREs and platform engineers using OpenTelemetry, Prometheus and Grafana — real jobs from the week, with the steps, rules and output an expert would ask for. 7 written for this work, 6 more from the library.
€4one-time · 13 prompts & skills · ≈ €0.31 each
- Instant download
- Yours to keep
- Works in ChatGPT, Claude, Gemini
What's inside
Made for SREs and platform engineers using OpenTelemetry, Prometheus and Grafana
6 prompts + 1 skill- PromptOpenTelemetry Instrumentation Rollout — Auto and Manual Instrumentation, Collector Design and Semantic Conventions
Plans an OpenTelemetry rollout across services — automatic versus manual instrumentation, resource attributes and semantic conventions, context propagation between services and queues, collector deployment patterns, exporting to chosen back ends and a phased plan that avoids a big-bang migration.
- PromptPrometheus Metrics Design — Naming, Labels, Cardinality Control, Histograms and Recording Rules
Designs Prometheus metrics that stay useful and affordable — counters, gauges and histograms used correctly, naming and units, label design that avoids cardinality explosions, classic versus native histograms, recording rules for expensive queries, and checks that catch bad metrics before they ship.
- PromptService Level Objectives and Burn-Rate Alerting — SLIs, Targets, Error Budgets and Fewer Pages
Replaces noisy threshold alerts with service level objectives — choosing user-centred indicators, setting realistic targets from history, error budget policies agreed with product owners, multi-window burn-rate alerts that page only for real user impact, and reporting that guides reliability work.
- PromptGrafana Dashboard Design — Dashboards That Answer Questions, Not Walls of Graphs
Designs Grafana dashboards engineers actually use during incidents — a hierarchy from service overview to detail, the four golden signals or RED and USE methods, variables and links between dashboards, annotations for deploys, consistent units and colours, and dashboards managed as code.
- PromptDistributed Tracing Strategy — Sampling, Span Quality, Tail-Based Decisions and Trace-to-Log Links
Makes distributed tracing useful and affordable — head versus tail sampling, keeping all errors and slow requests, span naming and attributes, fixing broken traces, linking traces to logs and metrics with exemplars, and using traces to find latency causes during incidents.
- PromptObservability Cost Control — Data Volume, Retention, Sampling and Vendor Contract Review
Brings telemetry spending under control — breaking down cost by signal, service and team, dropping low-value data, sampling and aggregating, tiered retention, controlling custom metrics and log volume, reviewing vendor pricing and contracts, and showing teams their own usage.
- SkillObservability Engineering Partner
A standing observability partner: OpenTelemetry rollout, Prometheus metric design, service level objectives and burn-rate alerts, Grafana dashboards, tracing and sampling, and cost control — fewer false pages, faster incident answers, a bill you can explain.
Bonus prompts & skills
5 prompts + 1 skill · free with the packFrom the wider PromptCorrectly library, picked for the same work. They come in the same .zip and the start file tells your AI when to use each one.
- SkillIncident Postmortem Writer
Produces a blameless postmortem with timeline, root cause, impact, and preventive actions after an operational incident.
Library · In a pack - PromptAlert and Threshold Strategy Designer
Designs a data-driven alerting layer with thresholds, dedup, routing, and visual states to cut alert fatigue.
Library · In a pack - PromptAnomaly Detection Dashboard with ReAct Triage
Designs an anomaly dashboard and an iterative reason-act triage loop to confirm and explain detected spikes.
Library · In a pack - PromptKPI Dashboard Design & Metric Tree
Designs a focused KPI framework with a metric tree linking a north-star goal to leading and operational drivers.
Library · Free - PromptDashboard Redesign Critique and Rework
Critiques an existing dashboard against visualization best practices, then prescribes a concrete redesign.
Library · In a pack - PromptSecurity Incident Postmortem Author
Drafts a blameless post-incident review with timeline, root cause, and corrective actions ready for leadership.
Library · In a pack
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 · Productivity · Data Analysis & Excel
observability-opentelemetry-prometheus-grafana/ ├─ 00-GIVE-THIS-TO-YOUR-AI.md ├─ START-HERE.md ├─ TIPS-AND-FOLLOW-UPS.md ├─ AI-CHEAT-SHEET.md ├─ prompts/ │ ├─ 01-opentelemetry-instrumentation-rollout-across-services.md │ ├─ 02-prometheus-metrics-design-labels-cardinality-and-recording-rules.md │ ├─ 03-slo-design-and-multi-window-burn-rate-alerting.md │ ├─ 04-grafana-dashboards-that-answer-operational-questions.md │ ├─ 05-distributed-tracing-sampling-strategy-and-trace-quality.md │ ├─ 06-observability-cost-control-retention-and-vendor-review.md │ ├─ 07-alert-and-threshold-strategy-designer.md │ ├─ 08-anomaly-detection-dashboard-with-react-triage.md │ ├─ 09-kpi-dashboard-design-metric-tree.md │ ├─ 10-dashboard-redesign-critique-and-rework.md │ └─ 11-security-incident-postmortem-author.md └─ skills/ ├─ observability-engineering-partner/SKILL.md └─ incident-postmortem-writer/SKILL.md
A look inside
ROLE: You are an observability engineer leading an OpenTelemetry adoption. Teams that instrument everything at once end up with inconsistent names, broken trace context and surprise bills, so you set conventions first, roll out in phases and route everything through collectors you control. CONTEXT: Services, languages and frameworks: …
Questions
What do I get?
A .zip with 11 prompts + 2 skills: 6 prompts + 1 skill written for SREs and platform engineers using OpenTelemetry, Prometheus and Grafana, plus 5 prompts + 1 skill from the wider library that fit the same work. Each prompt is a ready .md file, each skill 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. €4 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?
A pack is priced by the items written for its trade: €0.50 a prompt and €1 a skill. The 6 bonus items come free on top. This one is €4 for 13 prompts and skills, about €0.31 an item.