Agent skill

Llmquant Portfolio

by LLMQuant in LLMQuant/skills

Router skill for LLMQuant portfolio workflows. An agent skill from LLMQuant/skills.

MITAuto-check passedEducation

Install Llmquant Portfolio

skills CLI
$ npx skills add LLMQuant/skills --skill llmquant-portfolio -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LLMQuant/skills llmquant-portfolio --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/llmquant-portfolio .claude/skills/llmquant-portfolio && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
llmquant-portfolio
GitHub stars
229
Used in
1 other repo
Token cost
~519 tokens
SKILL.md length
195 words
Files
8 (incl. scripts, assets)
Skills in repo
18
Repo updated
First seen
Licence
MIT

At a glance

Router skill for LLMQuant portfolio workflows. An agent skill from LLMQuant/skills.

  • Works in 5 steps: Identify the portfolio object: company… → Select the closest workflow below. → Open only the selected workflow. → …
  • The user needs company profiles
  • SKILL.md covers Routing Rules, Workflow Index and LLMQuant Data Contract
  • Thesis tracking

What it does

Llmquant Portfolio is an agent skill from LLMQuant/skills. Router skill for LLMQuant portfolio workflows. Use when the user needs company profiles, thesis tracking, theme research, watchlist monitoring, or alert management.

Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts and assets (for example `workflows/alert-manager.md`, `workflows/company-profile.md` and `workflows/investment-thesis-tracker.md`).

It sits in Education, covering Essays and academic help. The repository describes itself as: Reusable Skills for LLMQuant Agent, Claude Code, Claude.ai, Cursor, Hermes Agent, OpenClaw and Codex, grounded in LLMQuant Data. The licence is MIT.

When your agent uses it

  • The user needs company profiles
  • Thesis tracking
  • Watchlist monitoring
  • Alert management

Example prompts

  • “/llmquant-portfolio”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Identify the portfolio object: company profile, thesis, theme, watchlist, or alert.
  2. Select the closest workflow below.
  3. Open only the selected workflow.
  4. Use LLMQuant Data for research profiles, prices, filings, ownership, events, watchlists, alerts, and portfolio context.
  5. Report last updated dates, evidence dates, stale notices, and missing workspace objects.

What it can do on your machine

Read from SKILL.md and the folder at commit 1918237. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/, which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Llmquant Portfolio loads about 519 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 195 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~519

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from LLMQuant/skills at commit 1918237, republished under its MIT licence (© LLMQuant). 195 words, ~519 tokens.

Download SKILL.mdSave it as .claude/skills/llmquant-portfolio/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
llmquant-portfolio
description
Router skill for LLMQuant portfolio workflows. Use when the user needs company profiles, thesis tracking, theme research, watchlist monitoring, or alert management.
input_data_source
LLMQuant Data
category
portfolio

LLMQuant Portfolio

This category routes persistent research workspace and portfolio-management workflows.

Routing Rules

  1. Identify the portfolio object: company profile, thesis, theme, watchlist, or alert.
  2. Select the closest workflow below.
  3. Open only the selected workflow.
  4. Use LLMQuant Data for research profiles, prices, filings, ownership, events, watchlists, alerts, and portfolio context.
  5. Report last updated dates, evidence dates, stale notices, and missing workspace objects.

Workflow Index

User intentWorkflow
Build or refresh a persistent company research profile.workflows/company-profile.md
Turn buy logic into a monitored thesis with sell conditions.workflows/investment-thesis-tracker.md
Track thematic equity baskets and related events.workflows/theme-research.md
Monitor watchlists for price, IV, event, and activity changes.workflows/watchlist-monitor.md
Create and manage measurable market alerts.workflows/alert-manager.md

LLMQuant Data Contract

Prefer LLMQuant Data when available. The workflows may need these data capabilities:

  • Retrieve, create, or update research profiles, thesis trackers, theme baskets, watchlists, alerts, and portfolio context.
  • Retrieve prices, filings, ownership, events, macro context, option context, and latest evidence for tracked names.
  • Capture trigger conditions, sell rules, stale evidence, thesis drift, and unresolved data gaps.

Fallback:

  • If workspace storage is unavailable, produce the profile, thesis, watchlist, or alert specification as structured output ready for later ingestion.

© LLMQuant, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files (scripts, assets) in skills/llmquant-portfolio of LLMQuant/skills.

  • SKILL.md
  • assets/.gitkeep
  • scripts/.gitkeep
  • workflows/alert-manager.md
  • workflows/company-profile.md
  • workflows/investment-thesis-tracker.md
  • workflows/theme-research.md
  • workflows/watchlist-monitor.md

Open the folder on GitHubat commit 1918237

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in LLMQuant/skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Llmquant Portfolio next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Llmquant Portfolio compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Llmquant Portfolio this skillLLMQuant/skills2291 repos~519Automated safety check: PassMIT
Academic Paper StrategistAAASS554/codex-academic-paper-skills5391 repos~2.7kAutomated safety check: PassMIT
Modeling Paper Rubric and Model Selectoryushui2022/MathModel-Skill4521 repos~1.8kAutomated safety check: PassMIT
Humanities Thesisganzhi-black/humanities-thesis-skill630—~1.7kAutomated safety check: PassMIT
Skill Thesis Writeryanlin-cheng/skill-thesis-writer207—~1.6kAutomated safety check: PassCustom licence
Thesis CreatorStars-OC/thesis-creator228—~2.8kAutomated safety check: PassMIT

Similar skills

  • Academic Paper Strategist

    AAASS554/codex-academic-paper-skills

    A skill your agent uses when the user needs to plan, de-risk, or ground a software engineering / computer science undergraduate thesis from a real codebase before final writing.

    539 GitHub starsUsed in 1 repo~2.7k tokens
    EducationAuto-check passed
  • Builds a scoring-aligned outline for a mathematical modeling paper and a model selection plan with baseline, improvement and validation experiments.

    452 GitHub starsUsed in 1 repo~1.8k tokens
    EducationAuto-check passed
  • Humanities Thesis

    ganzhi-black/humanities-thesis-skill

    人文社科论文写作全流程指导。适用于文学、历史、哲学、社会学、传播学、新闻学、文化研究等领域的中文学术论文。当用户提到"论文""写论文""选题""文献综述""论文修改""论文结构""摘要翻译""帮我查文献""参考文献格式""论文没有新意""理论和文本脱节""章节之间缺乏逻辑""帮我检查论文""摘要翻译成英文""投稿准备""脚注格式"等场景时触发。覆盖从选题到投稿的全流程,包含防幻觉规则、学术数据库…

    630 GitHub stars~1.7k tokensUpdated 5 mo ago
    EducationAuto-check passed
  • Skill Thesis Writer

    yanlin-cheng/skill-thesis-writer

    跨学科AI论文写作助手,专为本科生/研究生论文写作提供全方位支持。当用户需要撰写论文内容、设计论文框架结构、优化学术语体风格、处理参考文献格式(GB/T 7714-2015)、生成统计分析表格、或降低AI生成文本痕迹时使用此技能。支持工科(计算机/电子/机械等)、心理学、教育学、管理学等多学科领域,符合中国学术论文写作规范。

    207 GitHub stars~1.6k tokensUpdated 5 mo ago
    EducationAuto-check passed
  • Thesis Creator

    Stars-OC/thesis-creator

    Walks Chinese undergraduates through writing a graduation thesis from topic to Word export, with text-similarity reduction and AI-text rate rewriting and checks.

    228 GitHub stars~2.8k tokensUpdated 4 mo ago
    EducationAuto-check passed
  • Aigc Detector

    free-revalution/AIGC-Detector-Pro

    Academic paper AI content detection, rewriting, and thesis writing assistant.

    141 GitHub stars~2.8k tokensUpdated 4 mo ago
    EducationAuto-check passed

More from LLMQuant/skills

All 18 skills in this repo
  • Llmquant Data

    LLMQuant/skills

    Router skill for LLMQuant Data primitive workflows. An agent skill from LLMQuant/skills.

    229 GitHub starsUsed in 1 repo~523 tokens
    Auto-check passed
  • Llmquant Equities

    LLMQuant/skills

    Router skill for LLMQuant equities workflows. An agent skill from LLMQuant/skills.

    229 GitHub starsUsed in 1 repo~532 tokens
    Auto-check passed
  • Router skill for LLMQuant equity derivatives workflows. An agent skill from LLMQuant/skills.

    229 GitHub starsUsed in 1 repo~503 tokens
    Auto-check passed
  • Router skill for LLMQuant investor-lens workflows. An agent skill from LLMQuant/skills.

    229 GitHub starsUsed in 1 repo~929 tokens
    Auto-check passed
  • Llmquant Macro

    LLMQuant/skills

    Router skill for LLMQuant macro workflows. An agent skill from LLMQuant/skills.

    229 GitHub starsUsed in 1 repo~536 tokens
    Auto-check passed
  • Router skill for LLMQuant market-intelligence workflows. An agent skill from LLMQuant/skills.

    229 GitHub starsUsed in 1 repo~455 tokens
    Auto-check passed

Categories

Questions about Llmquant Portfolio

What does Llmquant Portfolio do?

Router skill for LLMQuant portfolio workflows. An agent skill from LLMQuant/skills. Llmquant Portfolio is an agent skill from LLMQuant/skills. Router skill for LLMQuant portfolio workflows.

When should I use Llmquant Portfolio?

Llmquant Portfolio fits situations like: the user needs company profiles; thesis tracking; watchlist monitoring; alert management.

How do I install Llmquant Portfolio in Claude Code?

Run `npx skills add LLMQuant/skills --skill llmquant-portfolio -a claude-code`. Or copy the skill folder (skills/llmquant-portfolio in LLMQuant/skills) into .claude/skills/llmquant-portfolio in your project. Claude Code loads it when a task matches its description.

How do I install Llmquant Portfolio in Codex?

Run `npx skills add LLMQuant/skills --skill llmquant-portfolio -a codex`. Or copy the skill folder (skills/llmquant-portfolio in LLMQuant/skills) into .agents/skills/llmquant-portfolio in your project. Codex loads it when a task matches its description.

Can I use Llmquant Portfolio in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LLMQuant/skills --skill llmquant-portfolio -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llmquant-portfolio, .gemini/skills/llmquant-portfolio, .github/skills/llmquant-portfolio and .opencode/skills/llmquant-portfolio in your project.

What does Llmquant Portfolio need to run?

SKILL.md names no scripts, command-line tools or credentials: Llmquant Portfolio is instructions for the agent only.

Does Llmquant Portfolio access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Llmquant Portfolio safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Llmquant Portfolio use?

Llmquant Portfolio is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Llmquant Portfolio use?

About 519 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Llmquant Portfolio?

Skills that share tags, products or a category with Llmquant Portfolio: Academic Paper Strategist (AAASS554/codex-academic-paper-skills, 539 stars), Modeling Paper Rubric and Model Selector (yushui2022/MathModel-Skill, 452 stars), Humanities Thesis (ganzhi-black/humanities-thesis-skill, 630 stars) and Skill Thesis Writer (yanlin-cheng/skill-thesis-writer, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Llmquant Portfolio?

LLMQuant (a GitHub organization) maintains it in LLMQuant/skills, which has 229 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on May 30, 2026.

Source: LLMQuant/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.