teratron

Workflow for simulating and validating Magic SDD engine logic.

Project Sync & Hygiene — synchronizes versions, documentation, and engine metadata

Session resume briefing — current position, progress, blockers, and the one next command

Workflow for executing tasks from the project plan.

Workflow for orchestrating tasks and generating the implementation plan.

Initialize Magic Spec development environment with junctions and symlinks.

Specification Knowledge Graph — builds, analyzes, and visualizes the SDD artifact graph

Workflow for manually adding or amending project conventions in RULES.md.

Guide for writing, validating, and running NODUS workflows. Use this skill when a user wants to create a new workflow, debug syntax errors, understand NODUS symbols, or work with the nodus CLI.

Initialize NODUS development environment with junctions and symlinks.

Audit top-level documentation (README, SPEC, PRODUCT) against recent git history to find drift — shipped features missing from docs or features listed as upcoming that already landed. Proposes minimal edits, creates a branch, and opens a PR. Use when asked to review docs for accuracy, after major feature merges, or on a periodic schedule.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Analyze and optimize Go struct memory layouts — padding, alignment, GC scan range. Use when reviewing struct field order or optimizing memory.

Universal agent environment initializer. Creates junctions/symlinks and hardlinks so any supported AI agent can discover workflows, skills, and rules from the canonical .agents/ directory.

Generate high-performance GoNN neural network code following library best practices. Covers Builder and Options API styles, deep network construction, optimizer/scheduler configuration, and AI-Meta doc-comment annotations.

Guidelines and checklists for maintaining semantic versioning in Rust projects, including breaking change identification and mitigation strategies.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Use when reviewing, linting, or evaluating markdown files that instruct an AI agent — prompt files, skills (SKILL.md), agent/instruction files, rules, AGENTS.md / CLAUDE.md — to catch contradictions, ambiguity, persona drift, cognitive overload, coverage gaps, prompt-injection, and cross-file composition conflicts before they cause inconsistent model behavior.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.