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plankton-code-quality

affaan-m/ecc

Write-time code quality enforcement with auto-formatting, linting, and Claude-powered fixes on every file edit.

What is plankton-code-quality?

Plankton is a write-time code quality system that runs formatters and linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses to fix violations the agent didn't catch. Use it when you need automatic enforcement across multiple languages and want to prevent agents from disabling linter rules.

  • Auto-formats code silently on every edit (ruff, biome, shfmt, taplo, markdownlint)
  • Collects linting violations and routes fixes to tiered Claude models (Haiku for style, Sonnet for complexity, Opus for types)
  • Blocks linter config modifications via PreToolUse hooks to prevent rule-gaming
  • Enforces modern package managers (uv, bun) and blocks legacy ones (pip, npm, yarn)
  • Supports Python, TypeScript, Shell, YAML, JSON, TOML, Markdown, and Dockerfile
  • Re-verifies fixes and reports only unfixable violations to the main agent

How to install plankton-code-quality

npx skills add null --skill plankton-code-quality
Prerequisites
  • jaq, ruff, uv (core)
  • Language-specific linters: biome (TypeScript), shellcheck/shfmt (Shell), yamllint (YAML), markdownlint-cli2 (Markdown), hadolint (Dockerfile), taplo (TOML)
  • Manual installation from Plankton repository (no npx command)
  • Claude Code with PostToolUse and PreToolUse hook support
Claude Code
Cursor
Windsurf
Cline

How to use plankton-code-quality

  1. 1.Install core dependencies: brew install jaq ruff uv
  2. 2.Install Python linters via uv sync --all-extras
  3. 3.Copy .claude/hooks/ and .claude/settings.json to your project
  4. 4.Copy linter config files (.ruff.toml, biome.json, etc.) to your project
  5. 5.Run claude in the project directory; hooks activate automatically on file edits

Use cases

Good for
  • Enforce consistent code style and formatting across multi-language projects without manual intervention
  • Prevent agents from modifying linter configs to pass checks instead of fixing code
  • Automatically fix simple style and import issues while delegating complex refactoring to Claude subprocesses
  • Integrate write-time quality gates into Claude Code workflows alongside ECC
  • Combine with pre-commit hooks for CI/CD pipeline consistency
Who it's for
  • Claude Code users managing multi-language projects
  • Teams wanting automated code quality without commit-time delays
  • Developers who need defense against LLM agents gaming linter rules
  • Projects using ECC that want additional write-time enforcement

plankton-code-quality FAQ

What happens if violations remain after the subprocess tries to fix them?

The main agent sees a [hook] N violation(s) remain message and the hook exits with code 2, allowing the agent to address unfixable issues.

Can Plankton work alongside ECC?

Yes, they are complementary. Disable ECC's Prettier hook when using Plankton's biome formatter on JS/TS to avoid conflicts; both can coexist on different file types.

How does Plankton prevent agents from disabling linter rules?

Three layers: PreToolUse hook blocks config edits before they happen, Stop hook detects changes via git diff, and a protected files list covers all linter configs.

What languages does Plankton support?

Python, TypeScript/JavaScript, Shell, YAML, JSON, TOML, Markdown, and Dockerfile, with optional security tools like Bandit and Semgrep.

Can I skip the subprocess delegation phase?

Yes, set HOOK_SKIP_SUBPROCESS=1 or disable subprocess_delegation in config.json to report violations directly without spawning fix subprocesses.

Full instructions (SKILL.md)

Source of truth, from affaan-m/ecc.


name: plankton-code-quality description: "Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks." metadata: origin: community

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) — 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

ScenarioAgent seesHook exit
No violationsNothing0
All fixed by subprocessNothing0
Violations remain after subprocess[hook] N violation(s) remain2
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

LanguageRequiredOptional
Pythonruff, uvty (types), vulture (dead code), bandit (security)
TypeScript/JSbiomeoxlint, semgrep, knip (dead exports)
Shellshellcheck, shfmt—
YAMLyamllint—
Markdownmarkdownlint-cli2—
Dockerfilehadolint (>= 2.12.0)—
TOMLtaplo—
JSONjaq—

Pairing with ECC

Complementary, Not Overlapping

ConcernECCPlankton
Code quality enforcementPostToolUse hooks (Prettier, tsc)PostToolUse hooks (20+ linters + subprocess fixes)
Security scanningAgentShield, security-reviewer agentBandit (Python), Semgrep (TypeScript)
Config protection—PreToolUse blocks + Stop hook detection
Package managerDetection + setupEnforcement (blocks legacy PMs)
CI integration—Pre-commit hooks for git
Model routingManual (/model opus)Automatic (violation complexity → tier)

Recommended Combination

  1. Install ECC as your plugin (agents, skills, commands, rules)
  2. Add Plankton hooks for write-time quality enforcement
  3. Use AgentShield for security audits
  4. Use ECC's verification-loop as a final gate before PRs

Avoiding Hook Conflicts

If running both ECC and Plankton hooks:

  • ECC's Prettier hook and Plankton's biome formatter may conflict on JS/TS files
  • Resolution: disable ECC's Prettier PostToolUse hook when using Plankton (Plankton's biome is more comprehensive)
  • Both can coexist on different file types (ECC handles what Plankton doesn't cover)

Configuration Reference

Plankton's .claude/hooks/config.json controls all behavior:

{
  "languages": {
    "python": true,
    "shell": true,
    "yaml": true,
    "json": true,
    "toml": true,
    "dockerfile": true,
    "markdown": true,
    "typescript": {
      "enabled": true,
      "js_runtime": "auto",
      "biome_nursery": "warn",
      "semgrep": true
    }
  },
  "phases": {
    "auto_format": true,
    "subprocess_delegation": true
  },
  "subprocess": {
    "tiers": {
      "haiku":  { "timeout": 120, "max_turns": 10 },
      "sonnet": { "timeout": 300, "max_turns": 10 },
      "opus":   { "timeout": 600, "max_turns": 15 }
    },
    "volume_threshold": 5
  }
}

Key settings:

  • Disable languages you don't use to speed up hooks
  • volume_threshold — violations > this count auto-escalate to a higher model tier
  • subprocess_delegation: false — skip Phase 3 entirely (just report violations)

Environment Overrides

VariablePurpose
HOOK_SKIP_SUBPROCESS=1Skip Phase 3, report violations directly
HOOK_SUBPROCESS_TIMEOUT=NOverride tier timeout
HOOK_DEBUG_MODEL=1Log model selection decisions
HOOK_SKIP_PM=1Bypass package manager enforcement

References

  • Plankton (credit: @alxfazio)
  • Plankton REFERENCE.md — Full architecture documentation (credit: @alxfazio)
  • Plankton SETUP.md — Detailed installation guide (credit: @alxfazio)

ECC v1.8 Additions

Copyable Hook Profile

Set strict quality behavior:

export ECC_HOOK_PROFILE=strict
export ECC_QUALITY_GATE_FIX=true
export ECC_QUALITY_GATE_STRICT=true

Language Gate Table

  • TypeScript/JavaScript: Biome preferred, Prettier fallback
  • Python: Ruff format/check
  • Go: gofmt

Config Tamper Guard

During quality enforcement, flag changes to config files in same iteration:

  • biome.json, .eslintrc*, prettier.config*, tsconfig.json, pyproject.toml

If config is changed to suppress violations, require explicit review before merge.

CI Integration Pattern

Use the same commands in CI as local hooks:

  1. run formatter checks
  2. run lint/type checks
  3. fail fast on strict mode
  4. publish remediation summary

Health Metrics

Track:

  • edits flagged by gates
  • average remediation time
  • repeat violations by category
  • merge blocks due to gate failures