
Adaptyv Protein Lab Assistant
Design protein assay experiments and submit them to Adaptyv's cloud lab via API
- Repository
- K-Dense-AI/scientific-agent-skills
- Stars
- 55,780
- Licence
- MIT
- Files
- 2 files
What it does
Lets an AI agent work with Adaptyv Bio Foundry, a cloud laboratory that measures protein binding, stability, expression and enzyme activity. Once installed, the agent can search the target catalog, estimate experiment costs, create and submit a batch of protein sequences, track lab progress, and download results, following the skill's guidance on checking controls, replicates and quotes before anything is paid for.
Great for
- Researchers who send protein candidates to a wet lab for binding or stability screening
- Developers building scripts or pipelines against the Adaptyv REST API or Python SDK
- Lab teams who want an agent to check cost estimates and experiment specs before a human approves a quote
Skip it if
- Anyone wanting to run experiments without a paid Adaptyv Foundry account, since the skill cannot use the service without a bearer token and money is involved in quotes and invoices
- Unreviewed automated purchasing: the skill itself warns that confirming a quote creates an invoice, so agents should not confirm quotes without explicit human authorization
- Work outside Adaptyv's service, since the guidance is specific to its API, catalog and SDK version 0.1.0
Try asking
- “Search the Adaptyv target catalog for EGFR and compare vendors and catalog numbers”
- “Estimate the cost of a binding screening batch for my candidate sequences in candidates.json”
- “Create a draft experiment, submit it, and check whether the quote is ready”
- “Download all results for a completed experiment as JSON and save them for archiving”
Install in 3 steps
- 1
Download the skill
The ZIP contains the 2 original files, the MIT licence and an attribution note.
adaptyv.zip - 2
Add it to your agent
Claude Code (all projects)
mkdir -p ~/.claude/skills && unzip adaptyv.zip -d ~/.claude/skills/Claude Code / Agent SDK (this project only)
mkdir -p .claude/skills && unzip adaptyv.zip -d .claude/skills/Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.
- 3
Ask for the task
No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.
Get better results
- Always review the target, construct, controls and replicate count before submitting, because turnaround and cost depend on them; use the cost estimate and get explicit approval before calling create, submit or confirm_quote
- Use a Viewer-role token for browsing and reading results, and keep Member-role tokens for experiment writes, so an agent cannot accidentally change experiments with a read-only key
- Read the endpoint reference in references/api-endpoints.md for known differences between the upstream examples and the live API before writing code
What's inside
- references/api-endpoints.md
- SKILL.md
Redistributed unmodified from K-Dense-AI/scientific-agent-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.