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About
Use cases: backend, data
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What's inside
- Skill name
benchling-integration- Description
- Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
- License
- MIT
- Compatibility
- Requires a Benchling account and API key
- Metadata
- skill-author: K-Dense Inc.
- Instructions
- 472 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- files: referenced but missing: references/authentication.md, references/sdk_reference.md
Files (1)
- SKILL.md
SKILL.md (first lines)
# Benchling Integration
## Overview
Benchling is a cloud platform for life sciences R&D. Access registry entities (DNA, proteins), inventory, electronic lab notebooks, and workflows programmatically via Python SDK and REST API.
## When to Use This Skill
This skill should be used when:
- Working with Benchling's Python SDK or REST API
- Managing biological sequences (DNA, RNA, proteins) and registry entities
- Automating inventory operations (samples, containers, locations, transfers)
- Creating or querying electronic lab notebook entries
- Building workflow automations or Benchling Apps
- Syncing data between Benchling and external systems
- Querying the Benchling Data Warehouse for analytics
- Setting up event-driven integrations with AWS EventBridge
## Core Capabilities
### 1. Authentication & Setup
**Python SDK Installation:**
```python
# Stable release
uv pip install benchling-sdk
# or with Poetry
poetry add benchling-sdk
```
**Authentication Methods:**
API Key Authentication (recommended for scripts):
```python
from benchling_sdk.benchling import Benchling
from benchling_sdk.auth.api_key_auth import ApiKeyAuth
benchling = Benchling(
url="https://your-tenant.benchling.com",
auth_method=ApiKeyAuth("your_api_key")
)
```
OAuth Client Credentials (for apps):
```python
from benchling_sdk.auth.client_credentials_oauth2 import ClientCredentialsOAuth2
auth_method = ClientCredentialsOAuth2(
client_id="your_client_id",
client_secret="your_client_secret"
)
benchling = Benchling(
url="https://your-tenant.benchling.com",
auth_method=auth_method
)
```
**Key Points:**
- API keys are obtained from Profile Settings in Benchling
- Store credentials securely (use environment variables or password managers)
- All API requests require HTTPS
- Authentication permissions mirror user permissions in the UI
For detailed authentication information including OIDC and security best practices, refer to `references/authentication.md`.
### 2. Registry & Entity Management
Registry entities include DNA sequences, RNA sequences, AA sequences, custom entities, and mixtures. The SDK provides typed classes for creating and managing these entities.
**Creating DNA Sequences:**
```python
from benchling_sdk.models import DnaSequenceCreate
sequence = benchling.dna_sequences.create(
DnaSequenceCreate(
name="My Plasmid",
bases="ATCGATCG",
is_circular=True,
folder_id="fld_abc123",
schema_id="ts_abc123", # optional
fields=benchling.models.fields({"gene_name": "GFP"})
)
)
```
**Registry Registration:**
To register an entity directly upon creation:
```python
sequence = benchling.dna_sequences.create(
DnaSequenceCreate(
name="My Plasmid",
bases="ATCGATCG",
is_circular=True,
folder_id="fld_abc123",
entity_registry_id="src_abc123", # Registry to register in
naming_strategy="NEW_IDS" # or "IDS_FROM_NAMES"
)
)
```
**Important:** Use either `entity_registry_id` OR `naming_strategy`, never both.
**Updating Entities:**
```python
from benchling_sdk.models import DnaSequenceUpdate
updated = benchling.dna_sequences.update(
sequence_id="seq_abc123",
dna_sequence=DnaSequenceUpdate(
name="Updated Plasmid Name",
fields=benchling.models.fields({"gene_name": "mCherry"})
)
)
```
Unspecified fields remain unchanged, allowing partial updates.
**Listing and Pagination:**From Zaoqu-Liu/ScienceClaw, MIT.
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Signals
- Stars
- 60
- Forks
- 14
- Open issues
- 2
- Last commit (this folder)
- Mar 6, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Zaoqu-Liu/ScienceClaw
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
benchling-integration skill. Agent Mart. https://agentmart.dev/skills/zaoqu-liu-benchling-integration (last updated 2026-10-24)