Boltz-2 Agent Skill

Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. 2025…

Context cost
1.3k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 5.3 kBtext throughout, nothing executable
Licence
Apache-2.0the author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. 2025, github.com/jwohlwend/boltz). Reach for this skill to validate designed binders against a target, to co-fold a protein with a SMILES or CCD ligand, or to get an open-source AlphaFold3 alternative with optional binding-affinity prediction.

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.

data science

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.md5.3 kB · preview
--- name: boltz license: Apache-2.0 category: biomodels requirements: [gpu] metadata: # github.com/jwohlwend/boltz/blob/main/LICENSE: MIT (© 2024 Wohlwend, Corso, # Passaro). verified 2026-06-30 third_party: - kind: weights name: Boltz-2 license: MIT terms_url: https://github.com/jwohlwend/boltz/blob/main/LICENSE # SKILL.md — `--use_msa_server` queries api.colabfold.com; the doc says to # add it when a chain has no MSA. User's sequence is POSTed there. No # published ToS — wiki is the closest data-use reference. - kind: service name: ColabFold MSA server (api.colabfold.com) provider: Steinegger Lab info_url: https://github.com/sokrypton/ColabFold/wiki ---
29# Boltz-2
30
31Boltz-2 is the open-weights diffusion co-folder closest in surface to
32AlphaFold3: a YAML describing protein, DNA, RNA, and ligand chains in, mmCIF
33plus pTM/ipTM/pLDDT confidences out, with an optional small-molecule affinity
34head. Among our four co-fold skills it is the default for binder-validation
35campaigns — fully open MIT weights and the fastest sampler; pick chai1 when
36you want a second independent model for consensus, openfold3 when AF3-faithful
37settings matter, and esmfold2 when you can live without an MSA. Code and
38weights are MIT (PyPI boltz, github.com/jwohlwend/boltz).
39
40## Running it
41
42```yaml
43# complex.yaml
44version: 1
45sequences:
46 - protein:
47 id: A
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md745 words
Files1
LicenceApache-2.0
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.

≈280
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,045
on trigger
The instruction body, read only when the skill fires.
0.66%
of a 200k window
Ten skills this size would take about 7% of the window before you open a file.
050k100k150k200k context window

1.3k 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.

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

1 file, 5.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 1 file of its source is not in the download — listed after these, with why.

  • SKILL.md5.3 kB

Not in the download

Not carried is a type a skill download does not hold. Take it from its source.

  • .catalog_stampnot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 1 file — not the whole of its source: 1 file is left out. It is listed under the files, with why. The Apache-2.0 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.

# Boltz-2 · 1.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/boltz-2/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/boltz-2" ] && { [ ! -e .claude/skills/boltz-2 ] || { mv .claude/skills/boltz-2 "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/boltz-2" .claude/skills/ && echo "Installed .claude/skills/boltz-2"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add hughyau/boltz-2

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/boltz-2/ 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/boltz-2/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/boltz-2" ] && { [ ! -e ~/.claude/skills/boltz-2 ] || { mv ~/.claude/skills/boltz-2 "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/boltz-2" ~/.claude/skills/ && echo "Installed ~/.claude/skills/boltz-2" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/boltz-2/ 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. It appears as boltz in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, boltz-2. Not in this download: 1 file of its source (which one, and why). Take it from its source.

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
Referencehughyau/boltz-2

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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