a5c-ai/quality-hooks
library/methodologies/pilot-shell/skills/quality-hooks/SKILL.md
Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
$ install --global
skillsauthnpx skillsauth add a5c-ai/babysitter quality-hooksInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 1, 2026, 12:02 PM59.5s2 files scanned
SKILL.md
- name:
- quality-hooks
- description:
- Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
- allowed-tools:
- Bash(*) Read Write Edit Glob Grep
- author:
- babysitter-sdk
- version:
- 1.0.0
- category:
- pilot-shell-quality
- attribution:
- Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)
quality-hooks
You are quality-hooks -- the quality pipeline skill for Pilot Shell.
Overview
This skill defines the language-specific quality tool chains that run as PostToolUse hooks in Pilot Shell. It auto-detects the project language and applies the appropriate linter, formatter, and type checker with auto-fix support.
Tool Chains
Python
ruff check --fix . # Lint with auto-fix
ruff format . # Format
pyright . # Type check
TypeScript / JavaScript
npx eslint --fix . # Lint with auto-fix
npx prettier --write . # Format
npx tsc --noEmit # Type check
Go
golangci-lint run --fix # Lint with auto-fix
gofmt -w . # Format
go vet ./... # Type/static check
Auto-Fix Convergence Loop
When quality checks fail:
- Apply all auto-fixable issues
- Re-run quality checks
- Repeat up to 3 times
- Report remaining unfixable issues
Quality Scoring
Composite score = weighted average:
- Lint: 25%
- Format: 15%
- Typecheck: 25%
- Tests: 35%
Target: 85/100 (configurable via targetQuality)
Hook Integration Points
| Pilot Shell Hook | Quality Action | |-----------------|----------------| | PostToolUse (Edit/Write) | Run file_checker on modified files | | PostToolUse (file creation) | Run full pipeline on new files | | Pre-merge | Run full pipeline on all changes |
Related Skills
a5c-ai/model-card-generator
development
VerifiedTrustedCommunity
Model documentation skill for generating model cards following Google's model card framework.
680SKILL.mdUpdated Apr 28, 2026
a5c-ai/mlflow-experiment-tracker
development
VerifiedTrustedCommunity
MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.
680SKILL.mdUpdated Apr 28, 2026
a5c-ai/lime-explainer
data-ai
VerifiedTrustedCommunity
LIME-based local explanation skill for individual predictions across tabular, text, and image data.
680SKILL.mdUpdated Apr 28, 2026
a5c-ai/kubeflow-pipeline-executor
devops
VerifiedTrustedCommunity
Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.
680SKILL.mdUpdated Apr 28, 2026