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股投资论点建立与追踪/投资逻辑梳理。当用户说"投资论点"、"thesis"、"为什么看好XX"、"为什么看空XX"、"投资逻辑"、"帮我梳理XX的逻辑"、"跟踪一下XX"、"催化剂"、"XX还能不能拿"、"投资论点追踪"、"thesis tracker"时触发。MUST USE when user asks to build/track an investment thesis…
Install A Share Thesis
$ npx skills add aifinlab/FinClaw --skill a-share-thesis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aifinlab/FinClaw a-share-thesis --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/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/a-share-thesis .claude/skills/a-share-thesis && 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 "a-share-thesis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-thesis into .claude/skills/a-share-thesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-thesis", 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/aifinlab/FinClaw/tree/main/skills/a-share-thesisType 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 aifinlab/FinClaw --skill a-share-thesis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aifinlab/FinClaw a-share-thesis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/a-share-thesis .agents/skills/a-share-thesis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "a-share-thesis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-thesis into .agents/skills/a-share-thesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-thesis", 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 aifinlab/FinClaw --skill a-share-thesis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aifinlab/FinClaw a-share-thesis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/a-share-thesis .cursor/skills/a-share-thesis && 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 "a-share-thesis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-thesis into .cursor/skills/a-share-thesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-thesis", 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/aifinlab/FinClaw.git --path skills/a-share-thesis--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 aifinlab/FinClaw --skill a-share-thesis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aifinlab/FinClaw a-share-thesis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/a-share-thesis .gemini/skills/a-share-thesis && 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 "a-share-thesis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-thesis into .gemini/skills/a-share-thesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-thesis", 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 aifinlab/FinClaw a-share-thesisInstalls 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 aifinlab/FinClaw --skill a-share-thesis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/a-share-thesis .github/skills/a-share-thesis && 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 "a-share-thesis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-thesis into .github/skills/a-share-thesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-thesis", 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 aifinlab/FinClaw --skill a-share-thesis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aifinlab/FinClaw a-share-thesis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/a-share-thesis .opencode/skills/a-share-thesis && 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 "a-share-thesis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-thesis into .opencode/skills/a-share-thesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-thesis", 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
a-share-thesis- GitHub stars
- 254
- Token cost
- ~630 tokens
- SKILL.md length
- 155 words
- Files
- 2 (incl. references)
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A股投资论点建立与追踪/投资逻辑梳理。当用户说"投资论点"、"thesis"、"为什么看好XX"、"为什么看空XX"、"投资逻辑"、"帮我梳理XX的逻辑"、"跟踪一下XX"、"催化剂"、"XX还能不能拿"、"投资论点追踪"、"thesis tracker"时触发。MUST USE when user asks to build/track an investment thesis…
- Works in 5 steps: 建立/加载论点 → 数据验证 → 论点记分卡 → …
- User asks to build/track an investment thesis
- SKILL.md covers 数据源, Workflow, 关键规则 and 使用示例
- Calls python
What it does
A Share Thesis is an agent skill from aifinlab/FinClaw. A股投资论点建立与追踪/投资逻辑梳理。当用户说"投资论点"、"thesis"、"为什么看好XX"、"为什么看空XX"、"投资逻辑"、"帮我梳理XX的逻辑"、"跟踪一下XX"、"催化剂"、"XX还能不能拿"、"投资论点追踪"、"thesis tracker"时触发。MUST USE when user asks to build/track an investment thesis, articulate bull/bear case, or review catalysts and risk points for a stock position. 帮助建立结构化投资论点（核心论点+支撑论据+风险+催化剂），并追踪论点状态变化。通过 cn-stock-data 获取最新数据验证论点，结合 web 搜索获取事件催化剂。支持机构投研风格（formal）和个人持仓笔记风格（brief）。
Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/thesis-template.md`).
It sits in Education, covering Essays and academic help. The licence is Apache-2.0.
When your agent uses it
- User asks to build/track an investment thesis
- Articulate bull/bear case
- Review catalysts and risk points for a stock position
Example prompts
- “thesis”
- “为什么看好XX”
- “为什么看空XX”
- “/a-share-thesis”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 9e62862. 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
Shell commands in SKILL.md call:
python
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
A Share Thesis loads about 630 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 103 tokens; SKILL.md has 155 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 aifinlab/FinClaw at commit 9e62862, republished under its Apache-2.0 licence (© aifinlab). 155 words, ~630 tokens.
Download SKILL.mdSave it as
.claude/skills/a-share-thesis/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- a-share-thesis
- description
- A股投资论点建立与追踪/投资逻辑梳理。当用户说"投资论点"、"thesis"、"为什么看好XX"、"为什么看空XX"、"投资逻辑"、"帮我梳理XX的逻辑"、"跟踪一下XX"、"催化剂"、"XX还能不能拿"、"投资论点追踪"、"thesis tracker"时触发。MUST USE when user asks to build/track an investment thesis, articulate bull/bear case, or review catalysts and risk points for a stock position. 帮助建立结构化投资论点（核心论点+支撑论据+风险+催化剂），并追踪论点状态变化。通过 cn-stock-data 获取最新数据验证论点，结合 web 搜索获取事件催化剂。支持机构投研风格（formal）和个人持仓笔记风格（brief）。
数据源
SCRIPTS="$SKILLS_ROOT/cn-stock-data/scripts"
# 最新行情（验证价格/估值变化）
python "$SCRIPTS/cn_stock_data.py" quote --code [CODE]
# 财务指标（验证基本面论据）
python "$SCRIPTS/cn_stock_data.py" finance --code [CODE]
# K 线（论点建立以来的股价走势）
python "$SCRIPTS/cn_stock_data.py" kline --code [CODE] --freq daily --start [论点建立日期]
# 资金流向（市场认可度）
python "$SCRIPTS/cn_stock_data.py" fund_flow --code [CODE] --days 30补充：通过 web 搜索获取最新公告、行业新闻、分析师观点等催化剂信息。
Workflow
Step 1: 建立/加载论点
新建论点时，收集以下信息：
- 标的公司（代码 + 名称）
- 方向：看多(Long) / 看空(Short) / 中性观察(Neutral)
- 核心论点（1-2 句话，必须可证伪）
- 支撑论据（3-5 条，每条附数据支撑）
- 关键风险（3-5 条，每条附触发条件）
- 催化剂（未来 3-6 个月内可能兑现的事件）
- 目标价 / 估值区间
- 止损条件（什么情况下放弃论点）
- 信心等级：高/中/低
加载已有论点：用户提供之前的论点文档或口述核心逻辑。
Step 2: 数据验证
通过 cn-stock-data 获取最新数据，逐条验证论据：
- 每条论据对应的财务/行情指标是否符合预期
- 标注：✅ 符合预期 / ⚠️ 需要关注 / ❌ 不符合预期
Step 3: 论点记分卡
构建记分卡表格：
| 论据 | 原始预期 | 当前状态 | 趋势(↑/→/↓) | 信号强度 |
|---|
综合评估：论点强化 / 维持 / 弱化 / 已失效
Step 4: 催化剂日历
| 预计日期 | 事件 | 类型 | 预期影响 | 状态 |
|---|---|---|---|---|
| 2026-04-xx | Q1 业绩预告 | 财报 | 验证增长论据 | 待兑现 |
| 2026-xx-xx | 行业政策发布 | 政策 | 正面催化 | 待兑现 |
催化剂类型：财报/政策/行业事件/公司公告/宏观经济/技术突破
Step 5: 输出
风格说明
| 维度 | formal（机构投研） | brief（个人持仓笔记） |
|---|---|---|
| 篇幅 | 2-4 页 | 半页-1 页 |
| 论点结构 | 完整（论据+风险+催化剂各 3-5 条） | 精简（各 2-3 条） |
| 记分卡 | 完整表格 + 趋势分析 | 简化版（仅标注状态） |
| 催化剂 | 完整日历 + 概率评估 | 关键 2-3 个事件 |
| 数据引用 | 每条附具体数字和来源 | 关键数字即可 |
| 结论 | 客观（论点强化/弱化） | 可加主观判断（继续持有/减仓/加仓） |
| 免责声明 | 需要 | 不需要 |
关键规则
- 可证伪性：每条论据必须有明确的验证标准，模糊的论据（如"公司管理层很优秀"）必须转化为可量化指标
- 动态追踪：论点不是一次性的，每次用户提及"跟踪XX"时应加载已有论点并更新
- 诚实面对反面证据：当数据不支持论点时必须如实标注，不回避负面信号
- 分离事实与观点：数据验证部分纯客观，个人判断仅在 brief 模式的结论部分出现
- 时间框架：明确论点的时间框架（短线 1-3 月 / 中线 3-12 月 / 长线 1 年+）
- 与其他 skill 联动：建议用 a-share-earnings-analysis 做更深入的财报验证，用 a-share-comps 做估值对标
使用示例
示例 1: 基本使用
# 调用 skill
result = run_skill({
"param1": "value1",
"param2": "value2"
})示例 2: 命令行使用
python scripts/run_skill.py --input data.json© aifinlab, Apache-2.0. 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 (references) in skills/a-share-thesis of aifinlab/FinClaw.
- SKILL.md
- references/thesis-template.md
Open the folder on GitHubat commit 9e62862
Compare with similar skills
A Share Thesis 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 |
|---|---|---|---|---|---|---|
| A Share Thesis this skillaifinlab/FinClaw | 254 | — | ~630 | Automated safety check: Pass | Apache-2.0 | |
| 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 | 453 | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Humanities Thesisganzhi-black/humanities-thesis-skill | 632 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Skill Thesis Writeryanlin-cheng/skill-thesis-writer | 207 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Thesis CreatorStars-OC/thesis-creator | 230 | — | ~2.8k | Automated safety check: Pass | MIT |
Similar skills
Modeling Paper Rubric and Model Selector
yushui2022/MathModel-Skill
Builds a scoring-aligned outline for a mathematical modeling paper and a model selection plan with baseline, improvement and validation experiments.
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…
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。
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.
Aigc Detector
free-revalution/AIGC-Detector-Pro
Academic paper AI content detection, rewriting, and thesis writing assistant.
More from aifinlab/FinClaw
All 74 skills in this repoBank Corporate Credit Dd
aifinlab/FinClaw
A skill your agent uses when the user asks for help with corporate credit due diligence, enterprise credit investigation, pre-loan review, borrower analysis, document collection, management…
Bank T140 Corporate Finance Task Assistant
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate-risk monitoring assistant for enterprise litigation/penalty/enforcement scanning (处罚/诉讼/被执行/失信等).
Bank T141 Corporate Finance Task Assistant
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
Bank T142 Corporate Finance Task Assistant
aifinlab/FinClaw
A skill your agent uses when you need a bank post-loan visit follow-up assistant to turn visit notes/materials into a structured memo (摘要/关键更新/风险观察/用途核验/行动项).
Bank T143 Corporate Finance Task Assistant
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit issue-list assistant (问题清单/补件清单/催办台账).
Bank T144 Corporate Finance Task Assistant
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit approval-opinion drafting assistant (审批意见/条款建议/有条件同意).
Related
Categories
Questions about A Share Thesis
What does A Share Thesis do?
A股投资论点建立与追踪/投资逻辑梳理。当用户说"投资论点"、"thesis"、"为什么看好XX"、"为什么看空XX"、"投资逻辑"、"帮我梳理XX的逻辑"、"跟踪一下XX"、"催化剂"、"XX还能不能拿"、"投资论点追踪"、"thesis tracker"时触发。MUST USE when user asks to build/track an investment thesis…. A Share Thesis is an agent skill from aifinlab/FinClaw. A股投资论点建立与追踪/投资逻辑梳理。当用户说"投资论点"、"thesis"、"为什么看好XX"、"为什么看空XX"、"投资逻辑"、"帮我梳理XX的逻辑"、"跟踪一下XX"、"催化剂"、"XX还能不能拿"、"投资论点追踪"、"thesis tracker"时触发。MUST USE when user asks to build/track an investment thesis, articulate bull/bear case, or review catalysts and risk points for a stock position.
When should I use A Share Thesis?
A Share Thesis fits situations like: user asks to build/track an investment thesis; articulate bull/bear case; review catalysts and risk points for a stock position.
How do I install A Share Thesis in Claude Code?
Run `npx skills add aifinlab/FinClaw --skill a-share-thesis -a claude-code`. Or copy the skill folder (skills/a-share-thesis in aifinlab/FinClaw) into .claude/skills/a-share-thesis in your project. Claude Code loads it when a task matches its description.
How do I install A Share Thesis in Codex?
Run `npx skills add aifinlab/FinClaw --skill a-share-thesis -a codex`. Or copy the skill folder (skills/a-share-thesis in aifinlab/FinClaw) into .agents/skills/a-share-thesis in your project. Codex loads it when a task matches its description.
Can I use A Share Thesis 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 aifinlab/FinClaw --skill a-share-thesis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/a-share-thesis, .gemini/skills/a-share-thesis, .github/skills/a-share-thesis and .opencode/skills/a-share-thesis in your project.
What does A Share Thesis need to run?
Going by SKILL.md and its folder, A Share Thesis needs the command-line tools its instructions call (python). Our summary lists: Python 3.
Does A Share Thesis 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 A Share Thesis 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 A Share Thesis use?
A Share Thesis is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does A Share Thesis use?
About 630 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 723 tokens, read only when the agent opens those files.
What are the alternatives to A Share Thesis?
Skills that share tags, products or a category with A Share Thesis: Academic Paper Strategist (AAASS554/codex-academic-paper-skills, 539 stars), Modeling Paper Rubric and Model Selector (yushui2022/MathModel-Skill, 453 stars), Humanities Thesis (ganzhi-black/humanities-thesis-skill, 632 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 A Share Thesis?
aifinlab (a GitHub user) maintains it in aifinlab/FinClaw, which has 254 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on May 13, 2026.
Source: aifinlab/FinClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.