Palantir Cost Tuning Agent Skill

Optimize Palantir Foundry costs through compute tuning, incremental.

Context cost
1.5k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 6.1 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v2.0.0
Servers it uses
Noneruns standalone

What it does

Reduce Foundry compute usage through measured engine, resource, incremental, schedule, and Compute Module decisions. Use when build or application usage is high or unpredictable. Trigger with "Foundry cost tuning" or "Palantir compute usage".

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

analytics

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md5.1 kB · preview
--- name: palantir-cost-tuning allowed-tools: Read,Glob,Grep,Write,Edit version: 2.0.0 argument-hint: "[pipeline-or-compute-module]" model: inherit effort: high author: Jeremy Longshore <jeremy@intentsolutions.io> license: MIT compatibility: Requires current Palantir Foundry documentation and approved access for any live resource, permission, data, build, application, or deployment change tags: [saas, palantir, foundry, cost, compute] ---
15# Palantir Compute and Usage Optimization
16
17## Overview
18
19Optimize from measured Foundry usage and telemetry, not invented data-volume bands. Separate transform-build consumption from interactive Compute Module replica consumption because they have different controls and failure modes.
20
21## Prerequisites
22
23- Identify the pipeline, build jobs, Compute Modules, schedules, owners, service objectives, and current usage window.
24- Capture build duration, requested and observed CPU/memory, queue time, input change rate, output volume, and module replica activity.
25- Read references/official-docs.md and confirm contract-specific pricing or usage questions with the account owner or Palantir representative.
26- Define correctness and latency constraints that cannot be traded away.
27
28## Current Contract
29
30- Python transforms can use single-node engines or Spark; required feature support constrains the choice.
31- Foundry build metrics expose requested and observed CPU and memory, enabling evidence-based resource changes.
32- Incremental transforms can reduce repeated work only when their transaction semantics remain correct.
33- Compute Module usage is measured while replicas are starting or active, including predictive autoscaling behavior.
34
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md681 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈180
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,345
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
0.76%
of a 200k window
Ten skills this size would take about 8% of the window before you open a file.
050k100k150k200k context window

1.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It asks the agent to write files, using whatever file access your client already has. It never touches the network.

What it asks for
Writes filesyes
Network accessno

Read from the allowed-tools line of this skill’s own SKILL.md. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 6.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md5.1 kB
  • references/official-docs.md1.0 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Palantir Cost Tuning · 1.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/palantir-cost-tuning/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/palantir-cost-tuning" ] && { [ ! -e .claude/skills/palantir-cost-tuning ] || { mv .claude/skills/palantir-cost-tuning "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/palantir-cost-tuning" .claude/skills/ && echo "Installed .claude/skills/palantir-cost-tuning"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add jeremylongshore/palantir-cost-tuning

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/palantir-cost-tuning/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/palantir-cost-tuning/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/palantir-cost-tuning" ] && { [ ! -e ~/.claude/skills/palantir-cost-tuning ] || { mv ~/.claude/skills/palantir-cost-tuning "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/palantir-cost-tuning" ~/.claude/skills/ && echo "Installed ~/.claude/skills/palantir-cost-tuning" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/palantir-cost-tuning/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version2.0.0
Publishedno release date on file
PriceFree
Referencejeremylongshore/palantir-cost-tuning

Versions

v2.0.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v2.0.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v2.0.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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