Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/ghosttypes/pokemon-go-mcp/ruff-devnpx skills add GhostTypes/pokemon-go-mcp --skill ruff-devgit clone --depth 1 https://github.com/GhostTypes/pokemon-go-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ghosttypes/pokemon-go-mcp/ruff-dev)<a href="https://agentmods.dev/skills/ghosttypes/pokemon-go-mcp/ruff-dev"><img src="https://agentmods.dev/badge/skills/ghosttypes/pokemon-go-mcp/ruff-dev.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00129 | $0.01808 |
| Opus 5 | $0.00064 | $0.00904 |
| Sonnet 5 | $0.00026 | $0.00362 |
| Haiku 4.5 | $0.00013 | $0.00181 |
Grade A, and why
ruff-dev scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 224 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ruff Professional Development
Version: 0.14.10 (Documentation generated December 2025)
Overview
Ruff is an extremely fast Python linter and formatter written in Rust. It combines the functionality of multiple Python tools (Flake8, isort, Black, pyupgrade, and more) into a single high-performance tool.
This skill provides comprehensive guidance for:
- Configuring and integrating Ruff into Python projects
- Understanding and fixing lint rule violations
- Formatting Python code with Ruff's formatter
- Setting up editor integrations
- Migrating from other Python tooling
Quick Start
Installation
See references/installation.md for complete installation instructions across all platforms and package managers.
Basic Usage
Linting:
ruff check . # Lint all files
ruff check path/to/file.py # Lint specific file
ruff check --fix . # Auto-fix violations
Formatting:
ruff format . # Format all files
ruff format path/to/file.py # Format specific file
ruff format --check . # Check formatting without changes
Configuration:
# pyproject.toml or ruff.toml
[tool.ruff]
line-length = 88
target-version = "py311"
[tool.ruff.lint]
select = ["E", "F", "I"]
ignore = ["E501"]
See references/configuration.md for comprehensive configuration options.
Core Workflows
1. Integrating Ruff into a Project
Steps:
- Install Ruff (see
references/installation.md) - Create initial configuration (see
references/configuration.md) - Run initial check:
ruff check . - Review and configure rules (see
references/settings.md) - Set up pre-commit hooks or CI integration (see
references/integrations.md)
2. Fixing Lint Violations
Process:
- Run
ruff check .to identify violations - For specific rule violations, reference
references/rules/<rule-name>.md - Apply automatic fixes:
ruff check --fix . - Manual fixes for remaining violations using rule documentation
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/configuration.md 28 KB
- references/contributing.md 45 KB
- references/editors/features.md 3.8 KB
- references/editors/migration.md 5.6 KB
- references/editors/overview.md 1.6 KB
- references/editors/settings.md 20 KB
- references/editors/setup.md 15 KB
- references/faq.md 30 KB
- references/formatter/black.md 22 KB
- references/formatter/overview.md 19 KB
- references/INDEX.md 2.9 KB
- references/installation.md 2.6 KB
- references/integrations.md 5.3 KB
- references/linter.md 17 KB
- references/preview.md 3.4 KB
- references/ruff.md 5.1 KB
- references/rules/abstract-base-class-without-abstract-method.md 1.7 KB
- references/rules/access-annotations-from-class-dict.md 2.7 KB
- references/rules/airflow-dag-no-schedule-argument.md 1.5 KB
- references/rules/airflow-variable-name-task-id-mismatch.md 1.1 KB
- references/rules/airflow3-moved-to-provider.md 1.2 KB
- references/rules/airflow3-removal.md 1.0 KB
- references/rules/airflow3-suggested-to-move-to-provider.md 1.6 KB
- references/rules/airflow3-suggested-update.md 1.3 KB
- references/rules/ambiguous-class-name.md 880 B
- references/rules/ambiguous-function-name.md 883 B
- references/rules/ambiguous-unicode-character-comment.md 1.6 KB
- references/rules/ambiguous-unicode-character-docstring.md 1.6 KB
- references/rules/ambiguous-unicode-character-string.md 1.6 KB
- references/rules/ambiguous-variable-name.md 1.2 KB
- references/rules/and-or-ternary.md 1.3 KB
- references/rules/any-eq-ne-annotation.md 2.0 KB
- references/rules/any-type.md 1.7 KB
- references/rules/argument-default-in-stub.md 1.6 KB
- references/rules/assert-false.md 1.2 KB
- references/rules/assert-on-string-literal.md 846 B
- references/rules/assert-raises-exception.md 1.1 KB
- references/rules/assert-tuple.md 1021 B
- references/rules/assert-with-print-message.md 1.6 KB
- references/rules/assert.md 1.1 KB
- references/rules/assignment-default-in-stub.md 1.5 KB
- references/rules/assignment-in-assert.md 1.5 KB
- references/rules/assignment-to-os-environ.md 1.5 KB
- references/rules/async-busy-wait.md 1.3 KB
- references/rules/async-function-with-timeout.md 2.5 KB
- references/rules/async-zero-sleep.md 1.3 KB
- references/rules/asyncio-dangling-task.md 1.9 KB
- references/rules/avoidable-escaped-quote.md 1.2 KB
- references/rules/await-outside-async.md 1.3 KB
- references/rules/bad-dunder-method-name.md 1.7 KB
- references/rules/bad-exit-annotation.md 1.2 KB
- references/rules/bad-file-permissions.md 1.2 KB
- references/rules/bad-open-mode.md 1.4 KB
- references/rules/bad-quotes-docstring.md 1.4 KB
- references/rules/bad-quotes-inline-string.md 1.4 KB
- references/rules/bad-quotes-multiline-string.md 1.4 KB
- references/rules/bad-staticmethod-argument.md 1.2 KB
- references/rules/bad-str-strip-call.md 1.4 KB
- references/rules/bad-string-format-character.md 839 B
- references/rules/bad-string-format-type.md 853 B
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 224 lines · 129 tokens per session scan A 3077192c036d
ruff-dev is a skill published in the GitHub repository GhostTypes/pokemon-go-mcp (7 stars, last pushed today), licensed MIT. It adds 129 tokens to every session and 1,808 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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