All skills & plugins / Scientific Agent Skills (K-Dense)

pybamm

Simulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver sensitivity, and compares predicted voltage curves with measured cycling data. Use for SPM or DFN electrochemical battery modeling, C-rate protocols, voltage cutoffs, parameter studies and numerical validation of battery simulations.

Type: Skill by K-Dense Inc.
Catalog: Scientific Agent Skills (K-Dense)
Source: K-Dense-AI/scientific-agent-skills/skills/pybamm (4 files scanned)
Install and details: Agent Skills Index entry
License: MIT (SKILL.md frontmatter)
Signals: Bundled scripts

Pre-approved tools

No allowed-tools or tools list in its SKILL.md, command or agent files, so the agent asks before using tools as usual.

Hooks

No hooks.

MCP servers and apps

None.

Bundled code

1 code file (Python):

pybamm/scripts/simulate_battery.py

Network calls

No HTTP or socket call pattern found in the code.

Starts other programs

No subprocess, exec or eval pattern found.

Credentials referenced

No key, token or secret environment variable found in code or MCP config.

Static scan of commit 5f2bc03 on 2026-10-27. Signals are patterns found in the files, not a verdict: a network call can be the whole point of a skill. Read the linked lines before you decide. How the scan works.