Labstep

Read-Only Policy

This skill uses a read-only service account. Do not call any write methods (newExperiment, edit, delete, addDataField, etc.) unless the user explicitly confirms with the phrase "confirm write". If the user asks you to modify a Labstep entry, reply:

I can [describe the change]. To proceed, please confirm write: confirm write

Workflow

When the user asks about lab experiments, protocols, or inventory:

1. Authenticate: Use get_labstep_apikey() to connect to Labstep
2. Query: Use the appropriate API methods to fetch the requested data
3. Present: Display results in a clear, structured format
4. Chain: Pass data to other ClawBio skills if needed (e.g., lit-synthesizer for related papers)

Key Entity Methods

User (user)

All operations start from the authenticated user object.

Get single entities:

• user.getExperiment(id), user.getProtocol(id), user.getResource(id)
• user.getResourceItem(id), user.getResourceCategory(id), user.getResourceLocation(guid)
• user.getWorkspace(id), user.getDevice(id), user.getFile(id)
• user.getOrganization(), user.getAPIKey(id)

List entities (all support count, search_query):

• user.getExperiments(), user.getProtocols(), user.getResources()
• user.getResourceItems(), user.getResourceCategorys(), user.getResourceLocations()
• user.getWorkspaces(), user.getDevices(), user.getTags()
• user.getOrderRequests(), user.getPurchaseOrders()

Create entities (requires "confirm write"):

• user.newExperiment(name, entry=None, template_id=None)
• user.newProtocol(name)
• user.newResource(name, resource_category_id=None)
• user.newResourceCategory(name)
• user.newResourceLocation(name, outer_location_guid=None)
• user.newWorkspace(name)
• user.newTag(name, type) — type is 'experiment' or 'protocol' or 'resource'
• user.newCollection(name, type='experiment')
• user.newDevice(name, device_category_id=None)
• user.newOrderRequest(resource_id, purchase_order_id=None, quantity=1)
• user.newFile(filepath=None, rawData=None)
• user.setWorkspace(workspace_id) — switch active workspace

Experiments

exp = user.getExperiment(id)
exp.getProtocols()
exp.getDataFields()
exp.getTables()
exp.getFiles()
exp.getTags()
exp.getComments()
exp.getCollections()
exp.getCollaborators()
exp.getSharelink()
exp.export(path)

Protocols

protocol = user.getProtocol(id)
protocol.getVersions()
protocol.getSteps()
protocol.getDataFields()
protocol.getInventoryFields()
protocol.getTimers()
protocol.getTables()
protocol.getFiles()

Resources / Inventory

resource = user.getResource(id)
resource.getResourceCategory()
resource.getItems()
resource.getChemicalMetadata()
resource.getMetadata()

item = user.getResourceItem(id)
item.getLocation()
item.getLineageParents()
item.getLineageChildren()

loc = user.getResourceLocation(guid)
loc.getItems()
loc.getInnerLocations()

CLI Reference

# Offline demo — no API key required
python skills/labstep/labstep.py --demo
python skills/labstep/labstep.py --demo --output /tmp/labstep

# List recent experiments (live API)
python skills/labstep/labstep.py --experiments
python skills/labstep/labstep.py --experiments --search "CRISPR" --count 10 --output /tmp/labstep

# Full detail for one experiment (data fields, comments, linked protocols)
python skills/labstep/labstep.py --experiment-id 10241 --output /tmp/labstep

# List protocols
python skills/labstep/labstep.py --protocols
python skills/labstep/labstep.py --protocols --search "RNA extraction" --output /tmp/labstep

# Full protocol detail with all steps
python skills/labstep/labstep.py --protocol-id 3301 --output /tmp/labstep

# Inventory / reagent list
python skills/labstep/labstep.py --inventory
python skills/labstep/labstep.py --inventory --search "TRIzol" --output /tmp/labstep

Demo

Running --demo prints three sections using synthetic offline data:

1. Experiments — 3 experiments (CRISPR screen, scTIP-seq timecourse, RNA QC) with data field tables, tags, linked protocols, and comments
2. Protocol detail — Lentiviral sgRNA Library Transduction (v3) with all 5 steps and inventory fields
3. Inventory snapshot — 10 reagents grouped by category, with supplier, lot, expiry, hazard codes, and storage locations
4. Inventory search — filtered view for "RNA" showing 4 matching resources

Output Structure

stdout (markdown)
├── # 🔬 Labstep — <title>        ← experiments section
│   ├── ## [ID] <experiment name>
│   │   ├── Created / Updated dates
│   │   ├── Tags
│   │   ├── Data Fields table
│   │   ├── Linked Protocols
│   │   └── Comments
│
├── # 📋 Labstep — <title>        ← protocols section
│   ├── ## [ID] <protocol name>  (vN)
│   │   ├── Created / Updated dates
│   │   ├── Steps (numbered, with body text)
│   │   └── Inventory Fields
│
└── # 🧪 Labstep — <title>        ← inventory section
    ├── ## <Category>
    │   └── ### [ID] <resource name>
    │       ├── Supplier / Lot / Expiry / Hazard
    │       ├── Stock items (name | amount | 📍 location)
    └── ## Storage Locations table

Example Queries

• "Show me my recent experiments"
• "What protocols are in the workspace?"
• "Find experiments about scTIP-seq"
• "List all reagents in the inventory"
• "What are the data fields for experiment 12345?"
• "Show me the protocol steps for my latest experiment"

Common Patterns

Search experiments:

exps = user.getExperiments(search_query='PCR', count=20)
for e in exps:
    print(e.id, e.name)

Switch workspace then query:

workspaces = user.getWorkspaces()
user.setWorkspace(workspaces[0].id)
exps = user.getExperiments(count=10)

Dependencies

Required:

• labstep (labstepPy — Labstep API client)

Environment:

• LABSTEP_API_KEY — API key for authentication (or configure in .claude/settings.json)

Safety

• Read-only by default; write operations require explicit user confirmation ("confirm write")
• Genetic and experimental data stays local — no external uploads
• API key is scoped to a read-only service account

Integration with Bio Orchestrator

This skill is invoked by the Bio Orchestrator when:

• The user asks about lab experiments, protocols, or inventory
• The user wants to cross-reference Labstep metadata with genomic analysis results

It can be chained with:

• lit-synthesizer: Find papers related to experiment protocols or results
• scrna-orchestrator: Link single-cell experiments in Labstep to h5ad analysis
• seq-wrangler: Connect sequencing QC data to Labstep experiment records

Notes

• Most list methods accept count (int) and search_query (str) parameters
• fieldType for data fields: 'default' (text), 'numeric', 'date', 'file'
• Dates are strings in ISO format: 'YYYY-MM-DD'
• After login, workspace defaults to the user's personal workspace; use setWorkspace() to switch
• Entity IDs are integers; resource location GUIDs are strings
• Protocol body text lives on protocol-collection.last_version.state (ProseMirror JSON), not on experiment-linked copies