Development rules for the Moltagent codebase, plus the production Verification Gate. Read this before writing or changing any code, and especially when the work touches natural-language handling, intent or document classification, entity or keyword extraction, LLM routing, prompt design, or the trust boundary, or when adding any feature however small. Covers the core principle that the LLM is the language layer and code is plumbing, generator-level debugging, fixing model output through the prompt rather than code guards, multilingual-by-default (DE/EN/PT), the single trust control, the pre-commit anti-pattern checklist, and the production verification every session must satisfy. Consult this even when the task looks like routine coding, because conventional programming instincts produce the wrong solution in this architecture.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryDeveloper toolsStars0
About this skill
Development rules for the Moltagent codebase, plus the production Verification Gate. Read this before writing or changing any code, and especially when the work touches natural-language handling, intent or document classification, entity or keyword extraction, LLM routing, prompt design, or the trust boundary, or when adding any feature however small. Covers the core principle that the LLM is the language layer and code is plumbing, generator-level debugging, fixing model output through the prompt rather than code guards, multilingual-by-default (DE/EN/PT), the single trust control, the pre-commit anti-pattern checklist, and the production verification every session must satisfy. Consult this even when the task looks like routine coding, because conventional programming instincts produce the wrong solution in this architecture.
Quick start
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Development rules for the Moltagent codebase, plus the production Verification Gate. Read this before writing or changing any code, and especially when the work touches natural-language handling, intent or document classification, entity or keyword extraction, LLM routing, prompt design, or the trust boundary, or when adding any feature however small. Covers the core principle that the LLM is the language layer and code is plumbing, generator-level debugging, fixing model output through the prompt rather than code guards, multilingual-by-default (DE/EN/PT), the single trust control, the pre-commit anti-pattern checklist, and the production verification every session must satisfy. Consult this even when the task looks like routine coding, because conventional programming instincts produce the wrong solution in this architecture.
About this listing
Category
Developer tools
Reported license
AGPL-3.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI