Security Auditor - Perform evidence-backed application, dependency, secret, and threat-model audits without silently modifying code.
Feature Definer - Generates spec.md from natural language description.
Task Breaker - Produce dependency-ordered, verifiable atomic tasks from an approved plan.
UAT Analyzer - Convert manual acceptance evidence into verified gaps, decisions, and scoped follow-up tasks.
Track all URLs fetched during SpecStory AI coding sessions.
Organize SpecStory AI coding sessions in .specstory/history into year/month folders.
Debug and simulate ghostly phenomena using ordered locale theory and trifurcated interactions
Expert in mapping SpecWeave increments to JIRA structure (Increment → Epic + Stories + Subtasks) with bidirectional sync.
Expert speech-language pathologist specializing in AI-powered speech therapy, phoneme analysis, articulation visualization, voice…
Generates realistic talking head videos from text scripts using brand characters and Higgsfield AI models.
Scaffold and maintain projects using the speed dating method, one self-contained kebab-case folder per project with a short CLAUDE.md…
Use when designing or diagnosing how an LLM application assembles, renders, mutates, retrieves, caches, evicts, or compacts model-visible…
Create new blog posts with proper frontmatter, structure, and ScottInk voice.
Operate the SpikingJelly package for SNN modeling, datasets,
Knowledge base from \"Spinning Up in Deep RL\" by Joshua Achiam (OpenAI, MIT-licensed).
SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis
Use when creating, reviewing, or debugging SPIP CVT forms — canonical HTML
Use for SPIP translation/i18n work — creating, editing, or auditing language files
Use when working with the SPIP Saisies plugin — declaring fields in
Guides automated testing of SPIP plugins and squelettes using PHPUnit — the standard test tool for SPIP.
Film sport peaks, exertion, and crowd energy.