kubernetes-workloads SKILL.md skillA
kubernetes-workloads from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/kubernetes-workloads@git:20260728.fac4544Pins git:20260728.fac4544 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/cloud/kubernetes-workloads/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260728.fac4544, committed Jul 28, 2026
- First version recorded
- Jul 20, 2026
- Size
- 3,208 bytes
- Repository stars
- 14
- License
- MIT
Configure Kubernetes workloads with correct requests, probes, disruption budgets, and workload types. Use when deploying services to Kubernetes or debugging evictions, OOMKills, and rollout failures.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Kubernetes workloads The scheduler and the kubelet only know what you declare. Most production pain (evictions, OOMKills, dropped requests during deploys) is a missing or dishonest declaration. ## Method 1. **Pick the controller for the lifecycle.** Deployment for stateless services; StatefulSet only for stable identity/storage (databases, ordered clusters); DaemonSet for per-node agents; Job/CronJob for run-to-completion (with `backoffLimit`, `activeDeadlineSeconds`, and idempotent work; see background-jobs). Wrong controller choices surface as workarounds everywhere else. 2. **Set requests from measurement; cap memory, not CPU.** Requests are the scheduling contract: set them at observed p95 (measure first, then declare). Memory limit = request (Guaranteed-ish, avoids surprise OOM from overcommit); CPU limit usually omitted, since throttling a bursty service hurts more than sharing. OOMKilled pods mean the limit lies or the app leaks (see memory-leaks). 3. **Wire all three probes honestly.** Liveness = process health only; readiness = can serve (dependencies); startup covers slow boots so …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/kubernetes-workloads@sha256:bc9db9f3fa7f2fdfThe line at the top of this page pins the label git:20260728.fac4544, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_xqm2szsu44bclzm4)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 20, 2026 and Jul 28, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.fac4544 latest | 2026-07-28 | fac4544 | 3,208 B | A | view · diff |
| git:20260720.3c9eba4 | 2026-07-20 | 3c9eba4 | 3,243 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3208 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xqm2szsu44bclzm4 GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/kubernetes-workloads GET https://markdownregistry.com/api/v1/blob/bc9db9f3fa7f2fdfeb10c02038676f6e1a18b2fe455dec32b2b4481691d58d67
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.