Adaptyv

What it does

When your agent uses it

• Designing proteins and needing experimental validation including binding assays
• Expression testing
• Thermostability measurements
• Enzyme activity assays

Example prompts

• “/adaptyv”

Requirements

• Python 3
• A credential in ADAPTYV_API_KEY

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

1. 1Contact support@adaptyvbio.com to request API access (platform is in alpha/beta)
2. 2Receive your API access token
3. 3Set environment variable

What it can do on your machine

Read from SKILL.md and the folder at commit 46b4d8b. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Shell commands in SKILL.md call:

  • uv

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Hosts in commands or code, which the agent is likely to contact:

  • kq5jp7qj7wdqklhsxmovkzn4l40obksv.lambda-url.eu-central-1.on.aws

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • ADAPTYV_API_KEY

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Adaptyv loads about 923 tokens when it runs. Until then it costs about 137 tokens; SKILL.md has 268 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~137

When it runs · the whole SKILL.md, loaded when a task matches

~923

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NoteMentions a .env fileSKILL.md:24

  Or create a `.env` file:

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from davila7/claude-code-templates at commit 46b4d8b, republished under its MIT licence (© davila7). 268 words, ~923 tokens.

name

adaptyv

description

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.

export ADAPTYV_API_KEY="your_api_key_here"

ADAPTYV_API_KEY=your_api_key_here

uv pip install requests python-dotenv

import os
import requests
from dotenv import load_dotenv

load_dotenv()

api_key = os.getenv("ADAPTYV_API_KEY")
base_url = "https://kq5jp7qj7wdqklhsxmovkzn4l40obksv.lambda-url.eu-central-1.on.aws"

headers = {
    "Authorization": f"Bearer {api_key}",
    "Content-Type": "application/json"
}

# Submit experiment
response = requests.post(
    f"{base_url}/experiments",
    headers=headers,
    json={
        "sequences": ">protein1\nMKVLWALLGLLGAA...",
        "experiment_type": "binding",
        "webhook_url": "https://your-webhook.com/callback"
    }
)

experiment_id = response.json()["experiment_id"]

© davila7, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files in cli-tool/components/skills/scientific/adaptyv of davila7/claude-code-templates.

• SKILL.md
• reference/api_reference.md
• reference/examples.md
• reference/experiments.md
• reference/protein_optimization.md

Open the folder on GitHubat commit 46b4d8b

Used in 9 other repositories

We found 13 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 9 other GitHub owners. This page covers the copy in davila7/claude-code-templates, which our catalogue first saw on October 7, 2026.

• Microck/ordinary-claude-skillsskills_all/adaptyvskills_categorized/lab-tools/adaptyv+2 more
• aiskillstore/marketplaceskills/davila7/adaptyvskills/k-dense-ai/adaptyv
• lamm-mit/scienceclawskills/adaptyv
• agent-skills-hub/agent-skills-hubskills/adaptyv
• foryourhealth111-pixel/Vibe-Skillsbundled/skills/adaptyv
• LeonChaoX/qinyan-academic-skillsskills/08-蛋白质工程与结构生物学/adaptyv
• wu-yc/LabClawskills/pharma/adaptyv
• FreedomIntelligence/OpenClaw-Medical-Skillsskills/adaptyv
• infometa/workbuddyskillsplugins/codebuddy-plugins-official/external_plugins/scientific-skills/adaptyv