massgen

21 mods across 1 repository, 1.1k stars between them.

MassGen AGENTS.md

01

massgen/MassGen

Instructions file CodexOpenCode

AGENTS.md instructions for massgen/MassGen, covering claude.md, openspec instructions, planning, instruction file parity and debugging assumptions.

1.1k 2mo ago A 4,568 tokens

MassGen CLAUDE.md

02

massgen/MassGen

Instructions file

Claude Code instructions for massgen/MassGen, covering claude.md, openspec instructions, planning, instruction file parity and debugging assumptions.

1.1k 2mo ago A 4,568 tokens

audio-generation

03

massgen/MassGen

Skill Claude CodeCodex

Guide to audio generation and understanding in MassGen. Covers text-to-speech, music, sound effects, and audio understanding across ElevenLabs and OpenAI backends.

1.1k 2mo ago A 36 tokens

backend-integrator

04

massgen/MassGen

Skill Claude CodeCodex

Complete guide for integrating a new LLM backend into MassGen. Use when adding a new provider (e.g., Codex, Mistral, DeepSeek) or when auditing an existing backend for missing integration points. Covers all 15 files that need touching.

1.1k 2mo ago A 57 tokens

massgen/MassGen

Skill Claude CodeCodex

Guide for creating evolving skills - detailed workflow plans that capture what you'll do, what tools you'll create, and learnings from execution. Use this when starting a new task that could benefit from a reusable workflow.

1.1k 2mo ago A 48 tokens

file-search

06

massgen/MassGen

Skill Claude CodeCodex

This skill should be used when agents need to search codebases for text patterns or structural code patterns. Provides fast search using ripgrep for text and ast-grep for syntax-aware code search.

1.1k 2mo ago A 41 tokens

image-generation

07

massgen/MassGen

Skill Claude CodeCodex

Guide to image generation and editing in MassGen. Use when creating images, editing existing images, iterating on image designs, or choosing between image backends (OpenAI, Google Gemini/Imagen, Grok, OpenRouter).

1.1k 2mo ago A 49 tokens

massgen/MassGen

Skill Claude CodeCodex

Guide for creating properly structured YAML configuration files for MassGen. This skill should be used when agents need to create new configs for examples, case studies, testing, or demonstrating features.

1.1k 2mo ago A 42 tokens

massgen/MassGen

Skill Claude CodeCodex

Guide for using MassGen to develop and improve itself. This skill should be used when agents need to run MassGen experiments programmatically (using automation mode) OR analyze terminal UI/UX quality (using visual evaluation tools). These are mutually exclusive workflows for different improvement goals.

1.1k 2mo ago A 63 tokens

massgen/MassGen

Skill Claude CodeCodex

Run MassGen experiments and analyze logs using automation mode, logfire tracing, and SQL queries. Use this skill for performance analysis, debugging agent behavior, evaluating coordination patterns, and improving the logging structure, or whenever an ANALYSISREPORT.md is needed in a log directory.

1.1k 2mo ago A 60 tokens

massgen/MassGen

Skill Claude CodeCodex

Guide for following MassGen's release documentation workflow. This skill should be used when preparing release documentation, updating changelogs, writing case studies, or maintaining project documentation across releases.

1.1k 2mo ago A 42 tokens

massgen

12

massgen/MassGen

Skill Claude CodeCodex

Invoke MassGen's multi-agent system. Use when the user wants multiple AI agents on a task: writing, code, review, planning, specs, research, design, or any task where parallel iteration beats working alone.

1.1k 2mo ago A 47 tokens

massgen/MassGen

Skill Claude CodeCodex

Guide for maintaining the MassGen model and backend registry. This skill should be used when adding new models, updating model information (release dates, pricing, context windows), or ensuring the registry stays current with provider releases. Covers both the capabilities registry and the pricing/token manager.

1.1k 2mo ago A 60 tokens

pr-checks

15

massgen/MassGen

Skill Claude CodeCodex

Run comprehensive PR checks including reviewing CodeRabbit comments, ensuring PR description quality, running pre-commit hooks, tests, and validation. Use on an existing PR to address review feedback.

1.1k 2mo ago A 40 tokens

release-prep

16

massgen/MassGen

Skill Claude CodeCodex

Prepare release documentation including CHANGELOG entry, announcement text, and validation. Run before tagging a new release.

1.1k 2mo ago A 25 tokens

semtools

17

massgen/MassGen

Skill Claude CodeCodex

This skill provides semantic search capabilities using embedding-based similarity matching for code and text. Enables meaning-based search beyond keyword matching, with optional document parsing (PDF, DOCX, PPTX) support.

1.1k 2mo ago C 42 tokens

serena

18

massgen/MassGen

Skill Claude CodeCodex

This skill provides symbol-level code understanding and navigation using Language Server Protocol (LSP). Enables IDE-like capabilities for finding symbols, tracking references, and making precise code edits at the symbol level.

1.1k 2mo ago A 41 tokens

skill-organizer

19

massgen/MassGen

Skill Claude CodeCodex

Analyze, reorganize, and catalog all installed skills. Merges overlapping skills, restructures the filesystem hierarchy, and generates a compact SKILLREGISTRY.md routing guide for system prompts.

1.1k 2mo ago A 41 tokens

massgen/MassGen

Skill Claude CodeCodex

Develop and debug the MassGen Textual TUI with deterministic replay, snapshot regression tests, and targeted runtime checks.

1.1k 2mo ago A 29 tokens

video-generation

21

massgen/MassGen

Skill Claude CodeCodex

Guide to video generation in MassGen. Use when creating videos from text prompts or images across Grok, Google Veo, and OpenAI Sora backends.

1.1k 2mo ago A 36 tokens