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.
A skill your agent uses when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear…
Install Qiuguolu Value Quality
$ npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install questflowai/investorskills qiuguolu-value-quality --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qiuguolu-value-quality .claude/skills/qiuguolu-value-quality && rm -rf skills-srcUse ~/.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/
Install the "qiuguolu-value-quality" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-quality into .claude/skills/qiuguolu-value-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qiuguolu-value-quality", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-qualityType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install questflowai/investorskills qiuguolu-value-quality --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/qiuguolu-value-quality .agents/skills/qiuguolu-value-quality && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qiuguolu-value-quality" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-quality into .agents/skills/qiuguolu-value-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qiuguolu-value-quality", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install questflowai/investorskills qiuguolu-value-quality --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/qiuguolu-value-quality .cursor/skills/qiuguolu-value-quality && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "qiuguolu-value-quality" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-quality into .cursor/skills/qiuguolu-value-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qiuguolu-value-quality", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/questflowai/investorskills.git --path skills/qiuguolu-value-quality--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install questflowai/investorskills qiuguolu-value-quality --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/qiuguolu-value-quality .gemini/skills/qiuguolu-value-quality && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "qiuguolu-value-quality" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-quality into .gemini/skills/qiuguolu-value-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qiuguolu-value-quality", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install questflowai/investorskills qiuguolu-value-qualityInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/qiuguolu-value-quality .github/skills/qiuguolu-value-quality && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "qiuguolu-value-quality" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-quality into .github/skills/qiuguolu-value-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qiuguolu-value-quality", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install questflowai/investorskills qiuguolu-value-quality --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/qiuguolu-value-quality .opencode/skills/qiuguolu-value-quality && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "qiuguolu-value-quality" agent skill from https://github.com/questflowai/investorskills/tree/main/skills/qiuguolu-value-quality into .opencode/skills/qiuguolu-value-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qiuguolu-value-quality", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
qiuguolu-value-quality- GitHub stars
- 1.9k
- Token cost
- ~461 tokens
- SKILL.md length
- 194 words
- Files
- 2
- Skills in repo
- 63
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear…
- Works in 4 steps: Identify the industry leader with… → Write the thesis in 2-3 sentences. If… → Check valuation relative to quality and… → …
- Evaluating stocks through Qiu Guolus value-quality lens: stay within circle of competence
- SKILL.md covers When To Use, Do Not Use When, Inputs Needed and Process, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Qiuguolu Value Quality is an agent skill from questflowai/investorskills. Use when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear thesis before investing.
Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `invest.md`).
It sits in Education, covering Essays and academic help. The repository describes itself as: Investor Skills is an open-source library that turns durable investing judgment into portable, structured formats. It collects how great investors think, filter opportunities… The licence is MIT.
When your agent uses it
- Evaluating stocks through Qiu Guolus value-quality lens: stay within circle of competence
- Focus on industry leaders with structural advantages
- Demand simple clear thesis before investing
Example prompts
- “/qiuguolu-value-quality”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Identify the industry leader with structural advantage.
- Write the thesis in 2-3 sentences. If you can't, pass.
- Check valuation relative to quality and growth.
- Own only if the thesis is simple and the leader is clear.
What it can do on your machine
Read from SKILL.md and the folder at commit 2844d78. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
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
Qiuguolu Value Quality loads about 461 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 194 words of instructions outside code blocks.
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); files beside SKILL.md are not scanned.
SKILL.md
The full file from questflowai/investorskills at commit 2844d78, republished under its MIT licence (© questflowai). 194 words, ~461 tokens.
Download SKILL.mdSave it as
.claude/skills/qiuguolu-value-quality/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- qiuguolu-value-quality
- description
- Use when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear thesis before investing.
- invest
- ./invest.md
Qiu Guolu Value Quality
Use this skill to apply Qiu Guolu / 邱国鹭-style judgment.
When To Use
Use this skill when the user asks for:
- Qiu Guolu-style value analysis
- whether a company is an industry leader worth owning
- simple clear thesis evaluation
- A-share quality stock screening
Trigger phrases include 邱国鹭, Qiu Guolu, 投资中最简单的事, 行业龙头, value quality A股, 简单清晰.
Do Not Use When
- Another skill fits better.
- Critical data for this model is missing.
- The user wants guaranteed returns or unbounded leverage.
- The request is generic chatter with no decision.
Inputs Needed
- Asset, sector, market, or macro context
- Relevant financial, technical, policy, or sentiment data
- Time horizon and risk constraints
- Portfolio context if sizing is requested
Process
- Identify the industry leader with structural advantage.
- Write the thesis in 2-3 sentences. If you can't, pass.
- Check valuation relative to quality and growth.
- Own only if the thesis is simple and the leader is clear.
Output Format
# Qiu Guolu Value Quality View: [Subject]
## Verdict
Own Leader / Watch / Too Complex / Not A Leader / Pass
## Thesis
## Evidence
## Risks
## Action Plan
## Invalidation
## Missing DataGuardrails
- Follow the skill process; do not free-style.
- Separate facts, assumptions, and judgment.
- Define invalidation before sizing.
- Not financial advice.
Questflow Use
Use as a judgment module inside Questflow-style agent workflows. Reference readings/podcasts/videos after loading the skill.
© questflowai, 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 1 other file in skills/qiuguolu-value-quality of questflowai/investorskills.
- SKILL.md
- invest.md
Open the folder on GitHubat commit 2844d78
Compare with similar skills
Qiuguolu Value Quality 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Qiuguolu Value Quality this skillquestflowai/investorskills | 1.9k | — | ~461 | Automated safety check: Pass | MIT | |
| Academic Paper StrategistAAASS554/codex-academic-paper-skills | 539 | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Modeling Paper Rubric and Model Selectoryushui2022/MathModel-Skill | 454 | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Humanities Thesisganzhi-black/humanities-thesis-skill | 637 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Skill Thesis Writeryanlin-cheng/skill-thesis-writer | 209 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Thesis CreatorStars-OC/thesis-creator | 230 | — | ~2.8k | Automated safety check: Pass | MIT |
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Categories
Questions about Qiuguolu Value Quality
What does Qiuguolu Value Quality do?
A skill your agent uses when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear…. Qiuguolu Value Quality is an agent skill from questflowai/investorskills. Use when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear thesis before investing.
When should I use Qiuguolu Value Quality?
Qiuguolu Value Quality fits situations like: evaluating stocks through Qiu Guolus value-quality lens: stay within circle of competence; focus on industry leaders with structural advantages; demand simple clear thesis before investing.
How do I install Qiuguolu Value Quality in Claude Code?
Run `npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a claude-code`. Or copy the skill folder (skills/qiuguolu-value-quality in questflowai/investorskills) into .claude/skills/qiuguolu-value-quality in your project. Claude Code loads it when a task matches its description.
How do I install Qiuguolu Value Quality in Codex?
Run `npx skills add questflowai/investorskills --skill qiuguolu-value-quality -a codex`. Or copy the skill folder (skills/qiuguolu-value-quality in questflowai/investorskills) into .agents/skills/qiuguolu-value-quality in your project. Codex loads it when a task matches its description.
Can I use Qiuguolu Value Quality 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 questflowai/investorskills --skill qiuguolu-value-quality -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qiuguolu-value-quality, .gemini/skills/qiuguolu-value-quality, .github/skills/qiuguolu-value-quality and .opencode/skills/qiuguolu-value-quality in your project.
What does Qiuguolu Value Quality need to run?
SKILL.md names no scripts, command-line tools or credentials: Qiuguolu Value Quality is instructions for the agent only.
Does Qiuguolu Value Quality 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 Qiuguolu Value Quality 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. Review the folder before installing.
What licence does Qiuguolu Value Quality use?
Qiuguolu Value Quality 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 Qiuguolu Value Quality use?
About 461 tokens (SKILL.md is roughly 1.8k 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 Qiuguolu Value Quality?
Skills that share tags, products or a category with Qiuguolu Value Quality: Academic Paper Strategist (AAASS554/codex-academic-paper-skills, 539 stars), Modeling Paper Rubric and Model Selector (yushui2022/MathModel-Skill, 454 stars), Humanities Thesis (ganzhi-black/humanities-thesis-skill, 637 stars) and Skill Thesis Writer (yanlin-cheng/skill-thesis-writer, 209 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qiuguolu Value Quality?
questflowai (a GitHub organization) maintains it in questflowai/investorskills, which has 1,898 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on August 23, 2026.
Source: questflowai/investorskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.