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Performance Bottleneck Detector

Identifies and resolves performance constraints across CPU, memory, I/O, and database layers to optimize application responsiveness.

LimaCharlie Documentation Lookup

Searches and retrieves comprehensive LimaCharlie platform documentation, SDK guides, and API references directly from official GitHub repositories.

LimaCharlie Detection Engineering

Builds, tests, and deploys LimaCharlie Detection and Response (D&R) rules through an automated, validated development lifecycle.

Prompt Factory

Generates production-ready, high-fidelity mega-prompts through a structured 7-question flow and 69 professional domain presets.

Transfer Learning Adapter

Automates the fine-tuning and adaptation of pre-trained machine learning models for specific tasks and new datasets.

Ansible Playbook Creator

Generates production-ready, multi-platform Ansible playbooks for automated server configuration and infrastructure management.

Security Misconfiguration Finder

Audits configuration files and system settings to proactively identify and remediate security vulnerabilities and compliance issues.

LimaCharlie Holistic Security Investigation

Conducts comprehensive security investigations and builds detailed incident reports using LimaCharlie telemetry and threat hunting patterns.

LimaCharlie Security Ops

Automates LimaCharlie security operations including sensor management, threat hunting, and detection engineering via a specialized sub-agent.

Container Security Scanner

Scans Docker images and running containers for vulnerabilities using industry-standard tools like Trivy and Snyk.

LimaCharlie Security Reporting

Generates accurate multi-tenant security, operational, and billing reports across LimaCharlie organizations.

NPM Trusted Publisher Automator

Automates the setup and verification of npm Trusted Publishers for GitHub Actions using browser-driven CLI tools.

Infrastructure Compliance Checker

Automates infrastructure audits against industry standards like SOC2, HIPAA, and PCI-DSS to identify security gaps and compliance risks.

Git Workflow Management

Standardizes version control processes by managing branching strategies, conventional commits, and pull request workflows.

Monorepo Management

Architects and manages efficient, scalable multi-package repositories using Turborepo, Nx, and pnpm workspaces.

Implementation Strategy Framework

Standardizes technical planning through a meta-cognitive framework for strategy selection, risk assessment, and multi-level verification.

Input Validation Scanner

Scans source code to detect and mitigate input validation vulnerabilities like SQL injection and cross-site scripting (XSS).

Vertex AI Media Master

Automates Google Vertex AI multimodal workflows for video processing, audio generation, and high-fidelity marketing asset creation.

Performance Alerting Rule Creator

Automates the creation of intelligent performance monitoring alerts and comprehensive runbooks to ensure system reliability.

API Documenter

Auto-generates comprehensive OpenAPI and Swagger specifications directly from your code, comments, and route definitions.

Advanced Embedding Strategies

Optimizes embedding model selection and chunking strategies to enhance semantic search and RAG application performance.

Benchling R&D Integration

Integrates Claude with the Benchling R&D platform to automate lab data management, registry entities, and inventory workflows via Python SDK and REST API.

Smart Git Commits

Generates standardized conventional commit messages by analyzing staged Git changes to ensure project history consistency.

Senior SecOps Security Toolkit

Automates security scanning, vulnerability assessment, and compliance checking to ensure production-grade application security and secure development.

Arboreto Gene Network Inference

Infers large-scale gene regulatory networks from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.

Velociraptor DFIR Integration

Orchestrates digital forensics and incident response by launching Velociraptor artifact collections and analyzing telemetry within the LimaCharlie ecosystem.

BioRxiv Scientific Database Search

Enables efficient searching, metadata retrieval, and PDF downloads from the bioRxiv preprint server for life sciences research.

AI Development Engineering Guide

Enforces technical best practices and detects anti-patterns during the software development lifecycle to ensure high-quality, maintainable code.

Subcodex Subagent Collaboration

Orchestrates persistent Codex subagents to perform complex background implementation and comprehensive code reviews alongside Claude.

Testing Principles

Implements language-agnostic testing standards and TDD workflows to ensure high-quality, reliable, and maintainable software.