code-standards

Audit multi-language codebases against calibrated project standards in CI and PR workflows.

13|3|Updated Mar 27, 2026

Search Tags:#multi-language #calibration #baseline #ci-cd #lint #code-review #code-standards

Ready to run

npx skills add https://github.com/heaptracetechnology/heaptrace-skills --skill code-standards-heaptracetechnology

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: code-standards
Source: https://github.com/heaptracetechnology/heaptrace-skills/tree/main/code-standards
Command: npx skills add https://github.com/heaptracetechnology/heaptrace-skills --skill code-standards-heaptracetechnology

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Audit a codebase against your project's own standards and conventions, ensuring alignment with existing patterns rather than external benchmarks, and enabling calibration-first audits across languages and maturity levels.

Core Features & Use Cases

Calibrated, project-specific standards auditing across multiple languages
Mode-aware enforcement (STRICT/DELTA/BASELINE) with test-maturity awareness
Integration with CI and PR workflows to catch drift without punishing legacy debt

Quick Start

Calibrate the repository to generate a project-profile.json, then run an audit on PRs to surface findings.

Frequently Asked Questions about code-standards

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I enforce code standards in a multi-language repository?▼

Calibrated, project-specific standards auditing evaluates a multi-language codebase against your own conventions rather than external benchmarks. It generates a profile to align existing patterns across different programming languages.

How do I prevent code review drift in CI pipelines without blocking legacy code?▼

Mode-aware enforcement applies STRICT, DELTA, or BASELINE audits to PRs within CI pipelines. This catches convention drift during live reviews without punishing existing legacy technical debt.

What is calibration-based profiling for code standards?▼

Calibration-based profiling generates a project-profile.json mapping your repository's existing patterns and conventions. It enables tailored audits evaluating code against internal maturity levels rather than external benchmarks.

Does this code audit work with CI and PR workflows?▼

The code audit integrates directly with CI and PR workflows to enforce conventions during continuous integration. It applies configurable audit modes to catch drift during live code reviews and pipeline executions.

When should I use BASELINE mode instead of STRICT mode for code linting?▼

Use BASELINE mode when auditing legacy debt to avoid punishing existing code, whereas STRICT mode enforces conventions rigidly. DELTA and BASELINE modes handle critical-path execution alongside test-maturity awareness.