jmagly

Audits research documents for quality, identifying shallow content and missing sources, while enabling automated expansion for improvement.

Enables users to query a local research corpus and synthesize answers with inline citations, enhancing research efficiency.

Validates and repairs citation sidecars in research corpora, ensuring structural integrity and accurate author affiliations.

Establishes a canonical source-type registry for research corpora, unifying diverse source types into a single, extensible framework.

Transcribes scanned page images into Markdown text, enabling efficient text extraction for research and documentation.

Analyzes large source files to create decomposition plans and refactor code, ensuring modularity and test verification.

Automates synchronization between documentation and code, detecting and resolving discrepancies to ensure accuracy and consistency.

Facilitates continuous security validation and threat management throughout the software development lifecycle for enhanced security assurance.

Facilitates comprehensive security assessments through threat modeling, vulnerability scanning, and risk scoring for enhanced security posture.

Analyzes test coverage reports to identify gaps, recommend improvements, and track trends for enhanced software quality.

Provides a structured approach to designing multi-factor authentication systems, ensuring robust security through comprehensive factor analysis.

Provides a decision aid for designing secure bootstrap and verification chains, ensuring trust in code execution from start to finish.

Assists in selecting cryptographic primitives for secure encryption, authentication, and signing, while flagging common anti-patterns.

Prepares security projects for incident response and forensic readiness, ensuring proper evidence handling and chain of custody.

Audits npm projects for supply-chain vulnerabilities, ensuring secure dependency management and lifecycle script integrity.

Provides a comprehensive threat library for identifying and mitigating physical-access threats in system design and review.

Configures pnpm's minimum release age gate for enhanced dependency management and security in projects.

Provides guidelines for secure handling of secrets during runtime, ensuring safety against leaks and vulnerabilities.

Guides reporters through private vulnerability reporting, ensuring secure routing and acknowledgment without public exposure.

Provides a decision aid for ensuring supply-chain trust in software delivery, focusing on reproducible builds and dependency management.