Use when the user has MANY candidate strategies (or wants to try many parameter variations) and needs to know which are worth the cost of a backtest — "score these", "which of these should I test", "pre-filter my candidates", "rank these MACD variations". Also the natural next step after /create-strategy or /custom-signal produces a candidate set. Scores up to 99 candidates in ONE millisecond-cheap call through the Mangrove SIEVE classifier, drops the dead-on-arrival ones (binary head), and ranks the survivors by P(winning) (4-class head) — a cheap SCREEN, never a verdict. Wraps sievescore + oraclelistsignals, hands the shortlist to /backtest (one winner) or /backtest/bulk (several). This screens a FIXED candidate list; for a parameter-space SEARCH that generates its own candidates, use /sweep instead.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Use when the user has MANY candidate strategies (or wants to try many parameter variations) and needs to know which are worth the cost of a backtest — "score these", "which of these should I test", "pre-filter my candidates", "rank these MACD variations". Also the natural next step after /create-strategy or /custom-signal produces a candidate set. Scores up to 99 candidates in ONE millisecond-cheap call through the Mangrove SIEVE classifier, drops the dead-on-arrival ones (binary head), and ranks the survivors by P(winning) (4-class head) — a cheap SCREEN, never a verdict. Wraps sievescore + oraclelistsignals, hands the shortlist to /backtest (one winner) or /backtest/bulk (several). This screens a FIXED candidate list; for a parameter-space SEARCH that generates its own candidates, use /sweep instead.
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.
Use when the user has MANY candidate strategies (or wants to try many parameter variations) and needs to know which are worth the cost of a backtest — "score these", "which of these should I test", "pre-filter my candidates", "rank these MACD variations". Also the natural next step after /create-strategy or /custom-signal produces a candidate set. Scores up to 99 candidates in ONE millisecond-cheap call through the Mangrove SIEVE classifier, drops the dead-on-arrival ones (binary head), and ranks the survivors by P(winning) (4-class head) — a cheap SCREEN, never a verdict. Wraps `sieve_score` + `oracle_list_signals`, hands the shortlist to /backtest (one winner) or /backtest/bulk (several). This screens a FIXED candidate list; for a parameter-space SEARCH that generates its own candidates, use /sweep instead.
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.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI