Skill UI

An internal, deterministic runtime for structured scholarly writing workflows (meta-paper-write). It processes JSON input to perform critical operations such as persisting sections, assembling LaTeX manuscripts, compiling PDFs using xelatex/bibtex, managing citations, and applying length expansions. It ensures artifact integrity and high-quality output for academic publications.

A deterministic gate used to validate the integrity of citations within academic papers. It compares a required integer citation count against the machine-readable summary map. The gate blocks the process if the number of distinct cited keys falls below the target, or if any citation entry is flagged as invalid or weak, ensuring high quality and compliance.

This tool is a deterministic formatter for generating the final delivery summary for academic papers (meta-paper-write). It accepts JSON inputs including paper contracts, compiled PDFs, and citation maps. It strictly reports only verified fields and consistent citation statistics, ensuring the output is machine-readable and never relies on LLM inference or prose counting.

This deterministic sanitizer prepares LaTeX manuscripts for publication gates. It performs three key repairs: normalizing complex punctuation to ASCII safe equivalents, replacing unconfirmed forecast magnitudes with 'TBD' placeholders, and removing redundant figure/table placeholder commands. It ensures the manuscript is structurally sound and ready for final quality review.

This deterministic gate performs an internal pre-compile readiness check for LaTeX manuscripts. It validates crucial elements such as document structure, citation presence, and a language-aware minimum body scale relative to the target page count. While it helps drive authoring repairs, it explicitly does not claim the final page count; the compile_pdf process remains the authoritative source for page validation.

This internal, deterministic gate enforces academic rigor before manuscript compilation. It audits the input, rejecting unsupported empirical claims, missing citation verdicts, or concrete outcome numbers that lack user evidence. It ensures that generated scientific papers only present validated results, blocking unsupported quantitative or qualitative assertions.

This internal gate performs a deterministic, early check on the readiness of source materials for meta-paper writing. It runs after source curation and before expensive section generation, verifying that the curated, verifiable bibliography meets the required numeric citation target and structural criteria. This prevents costly generation attempts if the source coverage is insufficient or invalid.

Master the art of deterministic procedural generation for game content. This skill covers core algorithms like seeded RNG, Perlin/Simplex noise for heightmaps and terrain, weighted loot table selection, and dungeon layout generation (BSP, random walk). It allows developers to create vast, complex, and reproducible worlds from simple rules and a single seed, perfect for roguelike or survival genres.

A comprehensive pattern for developing board-based puzzle games (e.g., Match-3, Sokoban, Logic Grids). This skill focuses on modeling the board state, move input validation, and the core rule resolution loop. It defines how cascades, scoring, and undo functionality must operate deterministically to ensure fair and bug-free gameplay, separating game logic from visual rendering.

This advanced skill adjudicates name matches generated by various watchlists, including sanctions (OFAC, EU), PEP lists, and adverse media sources. It deterministically determines if a hit is a True Positive, False Positive, or requires human escalation. Designed specifically for compliance analysts, it utilizes a multi-tiered process to confirm matches and minimize false positives in high-volume screening environments.

An expert system for Social Emotional Learning (SEL) grounded in the CASEL framework. Provides comprehensive guidance on the five core competencies, curriculum design, teaching strategies, assessment tools, and localization practices. Supports educators, parents, school administrators, and researchers in implementing effective SEL programs.

This internal deterministic quality gate is used before meta-short-drama final publication. It rigorously verifies the media content's integrity by checking real-provider image/video receipts, confirming paid submission dispositions, and utilizing ffprobe to validate decodability and expected final durations. The tool is designed to sanitize all sensitive data, ensuring only bounded, auditable information is passed to the next stage.