mcpField
J
jinko-protocol

jinko-protocol

github.com/novainsilicoData & databases4161 installsUpdated 1w ago
Repository

About jinko-protocol

A skill for using the Jinkō SDK to create, inspect, and edit protocol designs. It guides users in assigning model inputs to study arms while keeping dosing logic in the model.

Key features

  1. 01Create protocol designs from arms or CSV
  2. 02Set per-arm model input overrides
  3. 03Link protocol designs to model snapshots
  4. 04Inspect and edit arms with SDK scripts

Use cases

  1. 01Build study arms from spreadsheet data
  2. 02Compare treatment arms against a control
  3. 03Set distinct simulation horizons by arm

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/novainsilico/jinko-skills --skill jinko-protocol

After installing, type/jinko-protocolin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

agents/
openai.yaml
assets/
protocol.json
toy_protocol_arms.csv
toy_protocol_arms.json
evals/
evals.json
references/
protocol-design.md

Details

From the project README

Jinkō Protocol SDK Workflows

Use this skill for protocol-design mechanics through the SDK. Keep the separation of concerns explicit: the model defines treatment-regimen functions and inputs; the protocol instantiates those inputs per arm.

PREREQUISITE: This skill needs an initialized jinko-sdk connection and an SDK satisfying its metadata.requires_sdk range. Run the jinko-sdk-setup skill (../jinko-sdk-setup/SKILL.md) and proceed only once its check passes. A session code can be exchanged only once, so call get_session_code again before this skill's own SDK process. If that skill is not found, install it from novainsilico/jinko-skills.

Separation Of Concerns

  • Protocol designs only override component values, with different override values per arm.
  • Dosing functionality is defined at the model level: schedule parameterization, dose parameterization, treatment activation/deactivation through categorical parameters, route or administration mode through categorical parameters, and any formulas that interpret those inputs.
  • In the model, define the treatment-regimen function and its input components.
  • In the protocol, assign values to those inputs, as if instantiating that function for each arm.
  • If a needed override key does not exist as a model input, switch to jinko-model first and add the model component or dosing logic there.

Core Rules

  • Prefer client.create_protocol_design(arms, model=model) when a model is available.
  • Use client.create_protocol_design_from_csv(csv_file_path=...) when arms come from a spreadsheet. Use the canonical metadata columns arm, control, active, and weight. The platform maps all other columns to overrides. This path does not accept a model argument; link a model with client.create_protocol_design(...) instead if that is required. See assets/toy_protocol_arms.csv for an example file and references/protocol-design.md for the SDK call.
  • Link protocol designs to a model when possible so the protocol design carries the model snapshot reference.
  • The override key must target a protocol-runnable model input, such as Dose or route in the toy model.
  • Solving times are overridable per arm through the tMax and tStep keys, as assets/protocol.json shows. Use this when arms need different time horizons or different output resolution, for example when one reported figure runs to 7 days at hourly resolution and another runs to 56 days at daily resolution.
  • Use formulas as strings, for example "1.0", "iv", or "PT24H" depending on the target component.
  • Include control relationships when comparing arms; use armControl to identify the comparator arm.
  • Edit individual arms on an existing design with protocol.arms (get, create, set_control, set_active, set_weight, set_override, delete, compare_overrides), not by replacing the raw design payload.
  • Require explicit confirmation or script --apply before creating or updating project items.

Project Folder Hygiene

  • Prefer creating protocol designs inside a dedicated Jinkō folder instead of the project root. At the start of a workflow, ask for or propose a folder name, for example YYYY-MM-DD-<experiment-name>.
  • Reuse an existing exact-match folder when possible: client.get_folder_by_name(name, exact_match_only=True).
  • If the folder does not exist, create it only after user confirmation or when a script is run with --apply.
  • Resolve one folder object or folder id, then pass folder=folder to SDK creation calls that support it.

Bundled Assets

  • assets/toy_protocol_arms.json: three arms with two routes and three doses. The iv route repeats across two arms.
  • assets/toy_protocol_arms.csv: the same three arms in CSV form, one row per arm, for use with create_protocol_design_from_csv.
  • assets/protocol.json: subset of the OpenAPI schema for protocol arm shape.

SDK Scripts

These are on PATH as console scripts once the SDK is installed, and also runnable via python -m as shown below.

  • jinko.cli.create_protocol_design: creates a three-arm protocol design, optionally linked to a model.
  • jinko.cli.create_protocol_design_from_csv: creates a protocol design from a CSV file of arms.
  • jinko.cli.edit_protocol_design_arms: upserts arms and overrides on an existing protocol design via the arms mutator service. It retains arms and overrides omitted from the input; use explicit protocol.arms.delete(...) or arm.remove_override(...) calls for removals.
  • jinko.cli.inspect_protocol_design: prints protocol content or a concise arm summary.

Examples:

python -m jinko.cli.create_protocol_design --model-sid cm-...
python -m jinko.cli.create_protocol_design --model-sid cm-... --apply
python -m jinko.cli.create_protocol_design --model-sid cm-... --folder 2026-06-15-regimens --create-folder --apply
python -m jinko.cli.create_protocol_design_from_csv --csv skills/jinko-protocol/assets/toy_protocol_arms.csv --apply
python -m jinko.cli.edit_protocol_design_arms --protocol-design-sid pd-... --arms skills/jinko-protocol/assets/toy_protocol_arms.json --apply
python -m jinko.cli.inspect_protocol_design --protocol-design-sid pd-... --summary

Arm Shape

Each arm should include:

  • armName: stable arm identifier.
  • armOverrides: list of { "key": "<model-input-id>", "formula": "<arm-specific-value>" } entries.
  • armIsActive: usually true for active arms.
  • armWeight: usually 1 unless weighted simulations are intentional (for calibration).
  • armControl: null for the comparator arm, or another arm name for arms compared against a control.

Default toy arms:

  • iv_low_dose: Dose=1.0, route=iv, no control arm.
  • po_mid_dose: Dose=2.0, route=po, controlled by iv_low_dose.
  • iv_high_dose: Dose=3.0, route=iv, controlled by iv_low_dose.

Reference Routing

  • Read references/protocol-design.md for separation of concerns and SDK patterns.
  • Read assets/protocol.json when validating arm payload shape.

Comments

Markdown supported