k8s-pod-rightsizer SKILL.md skillA

k8s-pod-rightsizer from initializ/forge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add initializ/forge/k8s-pod-rightsizer@git:20260311.1066357

Pins git:20260311.1066357 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
initializ/forge
Path
forge-skills/local/embedded/k8s-pod-rightsizer/SKILL.md
Versions recorded
3
Latest version
git:20260311.1066357, committed Mar 11, 2026
First version recorded
Mar 4, 2026
Size
17,340 bytes
Repository stars
229
License
Apache-2.0

Analyze Kubernetes workload metrics and produce policy-constrained CPU/memory rightsizing recommendations with optional patch generation and rollback-safe apply.

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 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

The exact contents, by fingerprint
mdr add initializ/forge/k8s-pod-rightsizer@sha256:d6bab23ef459340f

The line at the top of this page pins the label git:20260311.1066357, 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.

Badge

mdr badge

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

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Mar 4, 2026 and Mar 11, 2026, about one every 3 days.

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. Fixed automatic checks with no AI involved, so the same checks give the 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 · 229 stars · license Apache-2.0 · pushed 2026-11-08 · 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 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.

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