Rank the available skills by RELEVANCE to the current task, on demand, using liquid-org's read-only hermes skill ranker. This is an EXPLICIT, OPT-IN selector you invoke WHEN you want help choosing the most relevant skill for what you're doing — it is NOT default, automatic skill selection, and it does NOT decide for you. Relevance here means SIGNATURE + CONTENT similarity (task-signature match plus lexical overlap with each SKILL.md): it is a retrieval/relevance ranking, NOT a measure of "learned skill quality", success, or reward. Trigger when you (or the user) say "which skill fits this", "rank the skills for this task", "what's the most relevant skill", "use liquid-rank", or you want a relevance-ordered shortlist before picking a skill to run. Do NOT treat its output as an instruction to auto-load the top skill — it is a suggestion you read and decide on.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Rank the available skills by RELEVANCE to the current task, on demand, using liquid-org's read-only hermes skill ranker. This is an EXPLICIT, OPT-IN selector you invoke WHEN you want help choosing the most relevant skill for what you're doing — it is NOT default, automatic skill selection, and it does NOT decide for you. Relevance here means SIGNATURE + CONTENT similarity (task-signature match plus lexical overlap with each SKILL.md): it is a retrieval/relevance ranking, NOT a measure of "learned skill quality", success, or reward. Trigger when you (or the user) say "which skill fits this", "rank the skills for this task", "what's the most relevant skill", "use liquid-rank", or you want a relevance-ordered shortlist before picking a skill to run. Do NOT treat its output as an instruction to auto-load the top skill — it is a suggestion you read and decide on.
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.
Rank the available skills by RELEVANCE to the current task, on demand, using liquid-org's read-only hermes skill ranker. This is an EXPLICIT, OPT-IN selector you invoke WHEN you want help choosing the most relevant skill for what you're doing — it is NOT default, automatic skill selection, and it does NOT decide for you. Relevance here means SIGNATURE + CONTENT similarity (task-signature match plus lexical overlap with each SKILL.md): it is a retrieval/relevance ranking, NOT a measure of "learned skill quality", success, or reward. Trigger when you (or the user) say "which skill fits this", "rank the skills for this task", "what's the most relevant skill", "use liquid-rank", or you want a relevance-ordered shortlist before picking a skill to run. Do NOT treat its output as an instruction to auto-load the top skill — it is a suggestion you read and decide on.
About this listing
Category
General
Reported license
Not specified
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