Skills

Uncle Bob Craft

@sickn33

Low Risk

Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.

Context Degradation

@sickn33

Low Risk

Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.

Token Budget Advisor

@affaan-m

Low Risk

>-

Technical Change Tracker

@sickn33

Low Risk

Track code changes with structured JSON records, state machine enforcement, and AI session handoff for bot continuity

molykit

@sickn33

Low Risk

|

Context Management Context Save

@sickn33

Low Risk

Use when working with context management context save

Hugging Face Jobs

@sickn33

Low Risk

Run workloads on Hugging Face Jobs with managed CPUs, GPUs, TPUs, secrets, and Hub persistence.

Azure Communication SMS Java

@sickn33

Low Risk

Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.

Semgrep Rule Creator

@sickn33

Low Risk

Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.

Site Architecture

@sickn33

Low Risk

Plan or restructure website hierarchy, navigation, URL patterns, breadcrumbs, and internal linking. Use when mapping pages, sections, and site structure, but not for XML sitemap auditing or schema markup.

HIG Inputs

@sickn33

Low Risk

Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.

Hierarchical Agent Memory

@sickn33

Low Risk

Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to the right sub-context.

Odoo Security Rules

@sickn33

Low Risk

Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns.

Odoo XML Views Builder

@sickn33

Low Risk

Expert at building Odoo XML views: Form, List, Kanban, Search, Calendar, and Graph. Generates correct XML for Odoo 14-17 with proper visibility syntax.

Hugging Face Papers

@sickn33

Low Risk

Read and analyze Hugging Face paper pages or arXiv papers with markdown and papers API metadata.

Context Compression

@sickn33

Low Risk

When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request.

HIG Project Context

@sickn33

Low Risk

Create or update a shared Apple design context document that other HIG skills use to tailor guidance.

Healthcare Cdss Patterns

@affaan-m

Low Risk

Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows.

Github Workflow Automation

@sickn33

Low Risk

Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices.

Hugging Face Paper Publisher

@sickn33

Low Risk

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

Context Management Context Restore

@sickn33

Low Risk

Use when working with context management context restore

Azure Eventhub Py

@sickn33

Low Risk

Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.

Investor Outreach

@affaan-m

Low Risk

Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.

Azure Communication Chat Java

@sickn33

Low Risk

Build real-time chat applications with thread management, messaging, participants, and read receipts.