Steel Skill Creator

Use this skill when the user wants to turn a recurring browser workflow into a reusable, parameterized agent skill, especially when the…

Context cost
12.7k tokensestimated from the bundle, loaded when it triggers
Bundle
23 files · 70.4 kB5 scripts among them — read before you run
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Use this skill when the user wants to turn a recurring browser workflow into a reusable, parameterized agent skill, especially when the task has concrete inputs and a clear output such as scheduled scrapes, form submissions, data extraction, monitoring flows, price probes, or login-gated reports. Do not use for one-off web tasks; use steel-browser.

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.

agentautomationbrowser

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.md12.7 kB · preview
--- name: steel-skill-creator license: MIT compatibility: claude-code,codex,cursor,opencode,pi metadata: owner: steel category: create stage: beta ---
12# Steel Skill Creator
13
14Turn a recurring web task into an agent skill. The user describes the task and one set of example inputs. You drive the task end-to-end twice in a real Steel browser (once with the example inputs, once with mutated inputs), capture both traces through the Steel CLI, author a parameterized SKILL.md, install it, and verify it on a third input set.
15
16The user does not provide a session ID. You generate both sessions yourself.
17
18## The principle this skill is built on
19
20Steel agent traces are already 80% of a SKILL.md. They contain stable selectors prioritized by quality (testId → id → aria → name → CSS), accessibleNames for every clicked element, page boundaries, idle gaps that mark wait points, and parameter values inline as URL query strings and form inputs. Your job is mostly **reading two traces side by side and writing the parts that aren't there yet**: the goal, the parameter names, the success criteria, and the right Steel session configuration (stealth, proxy, credentials, profiles) for production replay.
21
22The reason you generate *both* traces yourself: parameter extraction is reliable when you can diff two runs of the same flow with different inputs. Anything that differs at corresponding positions is a parameter; anything identical is an invariant. You can't get that from a single trace without guessing, and asking the user to record twice doubles their effort. Better that you do it.
23
24Do not try to handle every edge case programmatically. Use your judgment. The references/ directory tells you what to look for; the rest is reading code and writing code.
25
26## Prerequisites
27
28- steel CLI is installed and authenticated for browser driving.
29- The steel-browser skill is available — you'll use the same primitives (steel browser start, navigate, snapshot, click, fill, wait, etc.) to drive both recording sessions.
30- The task is described clearly enough that you can execute it. If the description is too vague ("automate my browsing"), ask for specifics before doing anything else.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,999 words
Files23
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.

≈130
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
12,595
on trigger
The instruction body and 22 supporting files, read only when the skill fires.
6.4%
of a 200k window
Ten skills this size would take about 64% of the window before you open a file.
050k100k150k200k context window

12.7k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

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.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. 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

23 files, 70.4 kB on disk. Mostly text — the instructions the model reads — with 5 scripts in it that your client would run only if the instructions tell it to.

  • SKILL.md12.7 kB
  • README.md1.0 kB
  • evals/evals.json2.0 kB
  • references/authoring-workflow.md0.7 kB
  • references/eval-writing.md0.7 kB
  • references/llm-judge-rubric.md5.0 kB
  • references/parameterization.md0.8 kB
  • references/skill-template.md8.2 kB
  • references/skill-template-guide.md0.7 kB
  • references/steel-primitives.md8.4 kB
  • references/trace-anatomy.md6.2 kB
  • references/verification.md0.7 kB
  • scripts/compare-traces.mjs2.9 kB
  • scripts/fetch_trace.mjs2.8 kB
  • scripts/install_skill.mjs3.8 kB
  • scripts/scaffold-skill.mjs2.8 kB
  • scripts/validate-skill.mjs7.2 kB
  • templates/browser-task-skill/README.md0.3 kB
  • templates/browser-task-skill/SKILL.md1.4 kB
  • templates/browser-task-skill/evals/evals.json1.3 kB
  • templates/browser-task-skill/references/examples.md0.1 kB
  • templates/browser-task-skill/references/troubleshooting.md0.4 kB
  • templates/browser-task-skill/references/workflow.md0.3 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 5 scripts beside the text, so the bundle is 23 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.

# Steel Skill Creator · 12.7k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/steel-skill-creator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/steel-skill-creator" ] && { [ ! -e .claude/skills/steel-skill-creator ] || { mv .claude/skills/steel-skill-creator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/steel-skill-creator" .claude/skills/ && echo "Installed .claude/skills/steel-skill-creator"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add steel-dev/steel-skill-creator

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/steel-skill-creator/ 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/steel-skill-creator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/steel-skill-creator" ] && { [ ! -e ~/.claude/skills/steel-skill-creator ] || { mv ~/.claude/skills/steel-skill-creator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/steel-skill-creator" ~/.claude/skills/ && echo "Installed ~/.claude/skills/steel-skill-creator" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/steel-skill-creator/ 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
Versionnot versioned
Publishedno release date on file
PriceFree
Referencesteel-dev/steel-skill-creator

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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