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.