Skill UI

AKF is the native metadata format specifically designed for tracking AI-generated or AI-modified content. It allows users to stamp files (including DOCX, PDF, images, and code) with detailed trust scores, source provenance, and compliance metadata. This tool is essential for professional workflows requiring strict auditing, compliance assurance, and verifiable data lineage, especially concerning regulations like the EU AI Act, HIPAA, and SOX.

Guides founders through business decisions by focusing on profitability, lean spending, remote-first teams, bootstrap fundraising, and sustainable scaling so ventures survive and grow without burning out resources.

Guides entrepreneurs through minimalist pricing, helping them choose cost-based or value-based models, set an initial price, plan pricing tiers, and calculate how many customers they need to reach financial independence.

This skill guides developers on building LLM-powered applications using the Claude API, Anthropic SDKs, or the Agent SDK. It provides comprehensive guidance on language detection, best practices (like default model versions and streaming), and choosing the correct development surface (API call, Workflow, or Agent) based on the use case.

Captures coding session learnings by extracting corrections, successes, and anti-patterns with confidence scoring so teams can track, reinforce, and reuse technical knowledge across projects.

This guide provides comprehensive patterns for designing and implementing secure multi-tenant SaaS applications using shared databases. It covers critical techniques like Row-Level Security (RLS) in PostgreSQL, implementing tenant-aware middleware in TypeScript (Express/Fastify), and enforcing data scoping at the ORM level (Prisma/Drizzle). Learn how to prevent data leakage and manage tenant isolation across shared schemas.

Monitors Certificate Transparency logs via crt.sh and direct RFC 6962 API calls to spot unauthorized issuances, track CAs, discover subdomains, and alert on suspicious TLS certificates for owned domains.

Trace every user-facing button or touchpoint to ensure the final UI state matches its label by mapping state stores, analyzing handler call sequences, and spotting conflicts like silent undos or race conditions after refactors.

A specialized tool for conducting comprehensive literature reviews in the communications domain. It covers advanced topics like wireless networking (5G/6G), satellite communication, protocols, and beamforming. The skill utilizes a knowledge-base-first approach, prioritizing user-local sources (Zotero, Obsidian, local PDFs) before systematically searching major academic databases (IEEE, ACM, ScienceDirect) to provide a detailed, structured, and highly relevant summary of related work.

Claude-style communications literature review skill that prioritizes knowledge bases (Zotero, Obsidian, local libraries) before IEEE Xplore, ScienceDirect, ACM, and the broader web, covering wireless, cellular, satellite, routing, congestion control, and related systems when the user needs papers or landscape summaries.

Detects and prevents injection attacks targeting serverless functions by combining static analysis, event mapping, runtime behavior monitoring, and IAM auditing so SOCs can spot poisoned triggers, malicious layers, and privilege escalations across Lambda, Azure, and GCP environments.

Automatically detects typosquatting in npm and PyPI by generating candidate variants from popular dependencies, querying each registry, and scoring matches with Levenshtein distance, publication recency, and download anomalies so teams can flag suspicious packages before installation.