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factor-pool-evolution

factor-pool-evolution is a skill for Codex from quantskills/skill-factor-pool-evolution. It costs 80 tokens per session (2,253 once invoked), scanned A, original, GPL-3.0.

A recommendation step for evolving an existing collection of stock-trading factors, starting from factors supplied by the user.

In plain words
What is it for?
Use it to prepare mutation and crossover prompts, assess generated factors with RankIC and RankICIR, and recommend factors for the next iteration.
Why use it?
It provides a structured way to create candidate variations and compare them instead of evaluating new factors without a defined starting set.

Skill for Codex

Written for Codex: agents/openai.yaml present.

not rated 2repo 3mo ago A scan 80 tokens GPL-3.0

Good fit Use it to prepare mutation and crossover prompts, assess generated factors with RankIC and RankICIR, and recommend factors for the next iteration.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution
View source ↗ quantskills/skill-factor-pool-evolution
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add quantskills/skill-factor-pool-evolution --skill skill-factor-pool-evolution
Clone the repo
git clone --depth 1 https://github.com/quantskills/skill-factor-pool-evolution

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for factor-pool-evolution

README.md
[![agentmods](https://agentmods.dev/badge/skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution/github.svg)](https://agentmods.dev/skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution)
Your own site
<a href="https://agentmods.dev/skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution"><img src="https://agentmods.dev/badge/skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for factor-pool-evolution

Your own site · 80×15
<a href="https://agentmods.dev/skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution"><img src="https://agentmods.dev/badge/skills/quantskills/skill-factor-pool-evolution/skill-factor-pool-evolution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,253 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00080 $0.02253
Opus 5.5 $0.00032 $0.00901
Sonnet 5.5 $0.00016 $0.00451
Haiku 4.5 $0.00008 $0.00225

Measured 2mo ago against content hash 37ef456b6d0a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

factor-pool-evolution scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/init_factor_pool.py, scripts/run_factor_pool_evolution.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

SKILL.md · 214 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 214 lines · 80 tokens per session scan A 37ef456b6d0a

Subscribe to this mod's changes

factor-pool-evolution is a skill published in the GitHub repository quantskills/skill-factor-pool-evolution (2 stars, last pushed 3mo ago), licensed GPL-3.0. It adds 80 tokens to every session and 2,253 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Finance and fintech
Related

factor-pool-evolution compared with skills from other repositories

factor-pool-evolution next to 6 skills from other repositories
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factor-pool-evolutionquantskills/skill-factor-pool-evolutionSkill23mo agoGPL-3.0A80Codex
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