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managing-packages

Manages Python package dependencies. Use when adding, upgrading, removing, or syncing Python/pypi packages in projects or libs.

95

1.52x
Quality

93%

Does it follow best practices?

Impact

99%

1.52x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Evaluation results

100%

18%

Onboarding a New HTTP Client Library

Add package with correct tool and commit both lock files

Criteria
Without context
With context

Uses uv add

46%

100%

No pip usage

0%

100%

cd into web_api

100%

100%

cd into file_enrichment

100%

100%

Commits pyproject.toml

100%

100%

Commits uv.lock

100%

100%

Both projects handled

100%

100%

Correct web_api path

100%

100%

Correct file_enrichment path

100%

100%

commit covers both projects

100%

100%

98%

58%

Setting Up a Testing Framework for the CLI Project

Dev dependency install with uv run execution

Criteria
Without context
With context

Uses --dev flag for pytest

0%

100%

Uses --dev flag for pytest-cov

0%

100%

No pip usage

100%

100%

cd into cli project

100%

100%

Correct cli path

100%

100%

Uses uv run to invoke pytest

0%

100%

uv run from correct directory

0%

80%

No pip editable install

100%

100%

No direct python invocation

100%

100%

99%

24%

Dependency Maintenance Pass for the Alerting and Housekeeping Services

Package upgrade, removal, and sync workflow

Criteria
Without context
With context

Upgrade pydantic with @latest

0%

100%

Upgrade celery with @latest

0%

100%

Uses uv remove

100%

100%

Uses uv sync

100%

100%

cd into alerting

100%

100%

cd into housekeeping

100%

100%

No pip usage

100%

100%

Correct alerting path

100%

100%

Correct housekeeping path

100%

80%

uv sync location

100%

100%

Repository
SpecterOps/Nemesis
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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