brin
brin

swanlab

PyPI

Is swanlab safe to use?

Based on the latest brin safety scan, no vulnerabilities or threats were detected for swanlab v0.7.8. Trust score: 75/100. No known CVE vulnerabilities, no detected threat patterns, and no suspicious capabilities identified. This is an automated, point-in-time assessment.

Install (safety-checked)

swanlab Passed Security Checks

No security concerns detected

clean
CVEs

0

Threats

0

Install Scripts

0

No Concerns Detected

No security concerns detected in the latest brin assessment. This is an automated, point-in-time evaluation — security posture may change.

This is an automated, point-in-time assessment and may contain errors. Findings are risk indicators, not confirmed threats. Security posture may change over time. Maintainers can dispute findings via the brin review process.

swanlab Capabilities & Permissions

What swanlab can access when installed. Review these capabilities before using with AI agents like Cursor, Claude Code, or Codex.

Network Access

This package makes network requests.

127.0.0.1abc.cnabc.example.comapi.day.appapi.example.comapi.slack.comapi.swanlab.cnapi.telegram.orgassets.pyecharts.orgbark.day.app+28 more
Protocols: http, https, tcp

Filesystem Access

Reads and writes to the filesystem.

.env (r)/usr/ (rw).env (rw)/usr/ (rw)/usr/ (rw)/usr/ (rw).env (rw)/usr/ (rw)+111 more

Process Spawning

This package can spawn child processes.

pip

Environment Variables

Accesses the following environment variables.

AICP_PLATFORMLOG_DIRMODESWANLAB_LOG_MODELSWANLAB_MLFLOW_PROJECTSWANLAB_MODESWANLAB_PROJECTSWANLAB_PROJ_NAMESWANLAB_TAGSSwanLabEnv.API_HOST.value+22 more

Native Modules

Contains native code that runs outside the JavaScript sandbox.

numpypandas

AGENTS.md for swanlab

Good instructions lead to good results. brin adds swanlab documentation to your AGENTS.md so your agent knows how to use it properly—improving both safety and performance.

brin init

Vercel's research: 100% accuracy with AGENTS.md vs 53% without →

swanlab Documentation & Source Code

For the full swanlab README, API documentation, and source code, visit the official package registry.

View on PyPI

Frequently asked questions about swanlab safety

Weekly Downloads

56.6K

Version

0.7.8

Last Scanned

Feb 11, 2026

Trust Score

75/100·Legitimacy signals, not safety

Capabilities

Network

Connects to: 127.0.0.1, abc.cn, abc.example.com...

Filesystem

Reads & Writes files

Process

Spawns child processes

Environment

Accesses: AICP_PLATFORM, LOG_DIR, MODE...

Native

Contains native modules