Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria, stopping condition) plus directional language (every sentence names the path with positive verbs). Triggers when writing or reviewing any prompt, system message, AGENTS.md, CLAUDE.md, skill description, agent instruction, tool description, slash command body, eval rubric, or anywhere an LLM reads instructions. Use when the user says "write a prompt", "improve this prompt", "audit this system prompt", "outcome-first", "success criteria", "directional", "make this prompt positive", or when authoring any new skill, agent, or directive.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria, stopping condition) plus directional language (every sentence names the path with positive verbs). Triggers when writing or reviewing any prompt, system message, AGENTS.md, CLAUDE.md, skill description, agent instruction, tool description, slash command body, eval rubric, or anywhere an LLM reads instructions. Use when the user says "write a prompt", "improve this prompt", "audit this system prompt", "outcome-first", "success criteria", "directional", "make this prompt positive", or when authoring any new skill, agent, or directive.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria, stopping condition) plus directional language (every sentence names the path with positive verbs). Triggers when writing or reviewing any prompt, system message, AGENTS.md, CLAUDE.md, skill description, agent instruction, tool description, slash command body, eval rubric, or anywhere an LLM reads instructions. Use when the user says "write a prompt", "improve this prompt", "audit this system prompt", "outcome-first", "success criteria", "directional", "make this prompt positive", or when authoring any new skill, agent, or directive.
About this listing
Category
General
Reported license
MIT
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.