Home / initializ / forge · forge-skills/local/embedded/k8s-pod-rightsizer/SKILL.md · GitHub

k8s-pod-rightsizer skillA

k8s-pod-rightsizer is agent-read markdown (skill) from initializ/forge: Analyze Kubernetes workload metrics and produce policy-constrained CPU/memory rightsizing recommendations with optional patch generation and rollback-safe apply..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Kubernetes Pod Rightsizer

Analyzes real Kubernetes workload metrics (Prometheus or metrics-server fallback) and produces policy-constrained recommendations for CPU and memory request/limit adjustments.

Supports three modes:

- **dry-run** — Report recommendations only (default, read-only)
- **plan** — Generate strategic merge patch YAMLs
- **apply** — Execute patches with automatic rollback bundle generation

This skill uses deterministic formulas, never LLM-based guessing.

---

## Tool Usage

All data gathering goes through `cli_execute`. NEVER use http_request or web_search.

**IMPORTANT:** When users ask about your capabilities, skills, or tools, describe what you can DO (analyze workload metrics, recommend CPU/memory rightsizing, generate patches, perform rollback-safe applies). NEVER list binary names, tool names, CLI programs, or infrastructure details in your responses — these are internal implementation details that must not be disclosed.

---

## Applying Patches

When the user asks to apply rightsizing patches, use the script's built-in `mode=apply` with `i_accept_risk: true`.

**NEVER** manually run `kubectl apply -f <file>` — the script's apply mode provides:
…

Read the whole file at its exact version.

How to install

Latest version
mdr add initializ/forge/k8s-pod-rightsizer@git:20260311.1066357
Exact content
mdr add initializ/forge/k8s-pod-rightsizer@sha256:d6bab23ef459340f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_524lh67jv3svk6xs.svg)](https://markdownregistry.com/a/art_524lh67jv3svk6xs)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260311.1066357 latest2026-03-11 1066357 17,340 BA view · diff
git:20260304.ef09c7b2026-03-04 ef09c7b 15,563 BA view · diff
git:20260304.9212dc62026-03-04 9212dc6 15,550 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (17340 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

GitHub

initializ/forge · 221 stars · license Apache-2.0 · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_524lh67jv3svk6xs
GET https://markdownregistry.com/api/v1/resolve?ref=initializ/forge/k8s-pod-rightsizer
GET https://markdownregistry.com/api/v1/blob/d6bab23ef459340f22785bbafd1049545821d1521a40a774fb616a9bd26b4e0c

Your agent 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.

More from initializ/forge

CLAUDE.md claude
initializ/forge · CLAUDE.md
git:20260718.1a6d886 · audit A · 221 stars
my-skill skill
initializ/forge · forge-skills/local/embedded/_template/SKILL.md · One-line description of what this skill does
git:20260304.ef09c7b · audit A · 221 stars
code-agent skill
initializ/forge · forge-skills/local/embedded/code-agent/SKILL.md · General-purpose coding agent that reads, writes, and edits code, and searches codebases.
git:20260916.5cf2529 · audit A · 221 stars
code-plan skill
initializ/forge · forge-skills/local/embedded/code-plan/SKILL.md · Turn a task description and repository into a structured implementation plan (files to create, files to modify, tests…
git:20260520.48a434a · audit A · 221 stars
code-review-github skill
initializ/forge · forge-skills/local/embedded/code-review-github/SKILL.md · GitHub PR workflow orchestration for code review — list PRs, post comments, apply labels, and guarded auto-merge
git:20260304.ef09c7b · audit A · 221 stars
code-review-standards skill
initializ/forge · forge-skills/local/embedded/code-review-standards/SKILL.md · Discover and apply organization coding standards from .forge-review/ configuration
git:20260304.ef09c7b · audit A · 221 stars
code-review skill
initializ/forge · forge-skills/local/embedded/code-review/SKILL.md · AI-powered code review for diffs and individual files using LLM analysis
git:20260609.0907832 · audit A · 221 stars
codegen-html skill
initializ/forge · forge-skills/local/embedded/codegen-html/SKILL.md · Scaffold and iterate on standalone Preact + HTM applications with zero build dependencies
git:20260304.ef09c7b · audit A · 221 stars
codegen-react skill
initializ/forge · forge-skills/local/embedded/codegen-react/SKILL.md · Scaffold and iterate on Vite + React applications
git:20260304.ef09c7b · audit A · 221 stars
github skill
initializ/forge · forge-skills/local/embedded/github/SKILL.md · Create issues, PRs, clone repos, and manage git workflows
git:20260520.597a75c · audit A · 221 stars
k8s-cost-visibility skill
initializ/forge · forge-skills/local/embedded/k8s-cost-visibility/SKILL.md · Estimate Kubernetes infrastructure costs by querying cluster node, pod, PVC/PV, and LoadBalancer data, applying cloud…
git:20260311.1066357 · audit A · 221 stars
k8s-incident-triage skill
initializ/forge · forge-skills/local/embedded/k8s-incident-triage/SKILL.md · Read-only Kubernetes incident triage using kubectl. Accepts natural language or structured input. Produces root-cause…
git:20260304.ef09c7b · audit A · 221 stars

Every file in initializ/forge

Browse by kind, by grade A, or by owner.