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Deploy & cloud (DevOps)280k · #256

plankton-code-quality

Helps your agent keep code organized and error-free. It automatically formats and fixes code as you type.

What it does

Plankton is a system that automatically checks and fixes your code quality as you type. It formats code, finds errors, and uses AI to fix them, ensuring your code is always clean and working well.

When to use it

  • ✓When setting up automatic code formatting.
  • ✓When you want code errors to be fixed on the spot.
  • ✓To ensure AI doesn't disable quality rules to 'fix' code.

Example of what to ask your AI

“Set up Plankton to automatically format and fix my Python and TypeScript code.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/affaan-m/ECC/blob/main/skills/plankton-code-quality/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/affaan-m/ECC/blob/main/skills/plankton-code-quality/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

When you edit a file, Plankton first tries to format the code itself. If there are still issues, it identifies the errors and asks the AI (Claude) to fix them, then checks if the fix worked.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add affaan-m/ECC --skill plankton-code-quality

Or download just the file:

curl -L https://raw.githubusercontent.com/affaan-m/ECC/main/skills/plankton-code-quality/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Plankton Code Quality Skill

Integration reference for Plankton (credit: @alxfazio), a write-time code quality enforcement system for Claude Code. Plankton runs formatters and linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses to fix violations the agent didn't catch.

When to Use

  • You want automatic formatting and linting on every file edit (not just at commit time)
  • You need defense against agents modifying linter configs to pass instead of fixing code
  • You want tiered model routing for fixes (Haiku for simple style, Sonnet for logic, Opus for types)
  • You work with multiple languages (Python, TypeScript, Shell, YAML, JSON, TOML, Markdown, Dockerfile)

How It Works

Three-Phase Architecture

Every time Claude Code edits or writes a file, Plankton's multi_linter.sh PostToolUse hook runs:

Phase 1: Auto-Format (Silent)
├─ Runs formatters (ruff format, biome, shfmt, taplo, markdownlint)
├─ Fixes 40-50% of issues silently
└─ No output to main agent

Phase 2: Collect Violations (JSON)
├─ Runs linters and collects unfixable violations
├─ Returns structured JSON: {line, column, code, message, linter}
└─ Still no output to main agent

Phase 3: Delegate + Verify
├─ Spawns claude -p subprocess with violations JSON
├─ Routes to model tier based on violation complexity:
│   ├─ Haiku: formatting, imports, style (E/W/F codes) — 120s timeout
│   ├─ Sonnet: complexity, refactoring (C901, PLR codes, oxlint complexity) — 300s timeout
│   └─ Opus: type system, deep reasoning (unresolved-attribute) — 600s timeout
├─ Re-runs Phase 1+2 to verify fixes
└─ Exit 0 if clean, Exit 2 if violations remain (reported to main agent)

What the Main Agent Sees

Scenario Agent sees Hook exit
No violations Nothing 0
All fixed by subprocess Nothing 0
Violations remain after subprocess [hook] N violation(s) remain 2
Advisory (duplicates, old tooling) [hook:advisory] ... 0

The main agent only sees issues the subprocess couldn't fix. Most quality problems are resolved transparently.

Config Protection (Defense Against Rule-Gaming)

LLMs will modify .ruff.toml or biome.json to disable rules rather than fix code. Plankton blocks this with three layers:

  1. PreToolUse hook — protect_linter_configs.sh blocks edits to all linter configs before they happen
  2. Stop hook — stop_config_guardian.sh detects config changes via git diff at session end
  3. Protected files list — .ruff.toml, biome.json, .shellcheckrc, .yamllint, .hadolint.yaml, and more

Package Manager Enforcement

A PreToolUse hook on Bash blocks legacy package managers:

  • pip, pip3, poetry, pipenv → Blocked (use uv)
  • npm, yarn, pnpm → Blocked (use bun)
  • Allowed exceptions: npm audit, npm view, npm publish

Setup

Quick Start

Note: Plankton requires manual installation from its repository. Review the code before installing.

# Install core dependencies
brew install jaq ruff uv

# Install Python linters
uv sync --all-extras

# Start Claude Code — hooks activate automatically
claude

No install command, no plugin config. The hooks in .claude/settings.json are picked up automatically when you run Claude Code in the Plankton directory.

Per-Project Integration

To use Plankton hooks in your own project:

  1. Copy .claude/hooks/ directory to your project
  2. Copy .claude/settings.json hook configuration
  3. Copy linter config files (.ruff.toml, biome.json, etc.)
  4. Install the linters for your languages

Language-Specific Dependencies

Language Required Optional
Python ruff, uv ty (types), vulture (dead code), bandit (security)
TypeScript/JS biome; oxlint (>= 1.37.0) when using complexity semgrep, knip (dead exports)
Shell shellcheck, shfmt —
YAML yamllint —
Markdown markdownlint-cli2 —
Dockerfile hadolint (>= 2.12.0) —
TOML taplo —
JSON jaq —

Pairing with ECC

Complementary, Not Overlapping

Concern ECC Plankton
Code quality enforcement PostToolUse hooks (Prettier, tsc) PostToolUse hooks (20+ linters + subprocess fixes)
Security scanning AgentShield, security-reviewer agent Bandit (Python), Semgrep (TypeScript)

…

FAQ

What are 'hooks'?

They are connection points that allow a program (like Plankton) to automatically run tasks at specific times, such as when a file is saved.

How does Plankton prevent AI from 'cheating' on quality rules?

It has mechanisms that block the AI from changing code-checking rules so that the code appears correct without actually being fixed.

Do I need to install anything to use Plankton?

Yes, Plankton needs to be installed manually on your computer. After that, it works automatically with Claude Code.

Details

Original description by the author

Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks. Use when setting up write-time formatting, linting, or auto-fix hooks on file edits.

repo: affaan-m/ECC

Popularity

GitHub stars
280k
Ranking position
#256
License
MIT
Updated
10/15/2026

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