detect-dev

Analyze code repositories to produce SARIF-formatted evidence with OpenSSF scoring.

25|1|Updated Jan 29, 2026
One-click install
npx skills add https://github.com/parhumm/jaan-to --skill detect-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: detect-dev
Source: https://github.com/parhumm/jaan-to/tree/main/adapters/codex/skillpack/skills/detect-dev
Command: npx skills add https://github.com/parhumm/jaan-to --skill detect-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Engineering teams need objective, machine-parseable assessments of repository health and code quality. detect-dev provides SARIF-backed evidence and OpenSSF-style scoring to guide remediation.

Core Features & Use Cases

  • Manifest analysis across package managers (npm, go.mod, pyproject, etc.)
  • Docker, container, and CI/CD configuration scanning with evidence generation
  • Integration detection and SARIF-formatted findings
  • OpenSSF scoring with four confidence levels and actionable remediation guidance
  • Automated reporting to a standardized outputs directory for automation

Quick Start

Run the detect-dev skill on your repository to generate SARIF-backed findings and an overall health score.

Frequently Asked Questions about detect-dev

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

FAQPage Schema
How do I generate SARIF-formatted evidence for repository code quality audits?

SARIF-formatted evidence for repository code quality audits is generated by analyzing manifests, containers, CI/CD, and infrastructure signals. The process applies OpenSSF scoring with a four-level confidence model and outputs structured findings to a standardized directory.

What is OpenSSF scoring and how does it apply to static analysis findings?

OpenSSF scoring applies a four-level confidence model to categorize static analysis findings from repository health evaluations. It provides actionable remediation guidance alongside SARIF-formatted evidence for engineering compliance checks.

Can I scan Docker and CI/CD configurations for compliance evidence?

Yes, Docker, container, and CI/CD configurations can be scanned to generate compliance evidence. The analysis produces SARIF-formatted findings and OpenSSF-style scoring to guide remediation across infrastructure signals and deployment pipelines.

Does manifest analysis work with npm, go.mod, and pyproject package managers?

Manifest analysis works across npm, go.mod, and pyproject package managers. It evaluates repository health by detecting dependencies and configurations, then outputs SARIF-backed evidence with an overall health score to a standardized directory.

What is the best way to automate repository health evaluations with machine-parseable outputs?

Automating repository health evaluations with machine-parseable outputs involves generating SARIF-formatted findings with OpenSSF scoring. This standardized output directory structure enables seamless integration with CI/CD pipelines and compliance tracking systems.