invest-analyst

invest-analyst is a skill for Claude Code, Codex from taxueseek/fund-investment-guide. It costs 193 tokens per session (4,323 once invoked), scanned A, original, MIT.

A framework for producing professional investment research, including company reports, industry studies, event analysis, analyst-expectation reviews, comparisons, and market summaries. It connects several investment research workflows into one process.

In plain words
What is it for?
Use it to analyse companies, industries, earnings calls, policies, mergers, investment themes, analyst expectations, or the overall market.
Why use it?
It helps turn scattered financial information into a structured research document with arguments, evidence, and conclusions.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to analyse companies, industries, earnings calls, policies, mergers, investment themes, analyst expectations, or the overall market.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/taxueseek/fund-investment-guide/invest-analyst
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 taxueseek/fund-investment-guide --skill invest-analyst
Clone the repo
git clone --depth 1 https://github.com/taxueseek/fund-investment-guide

Made for: Claude Code, 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 invest-analyst

README.md
[![agentmods](https://agentmods.dev/badge/skills/taxueseek/fund-investment-guide/invest-analyst/github.svg)](https://agentmods.dev/skills/taxueseek/fund-investment-guide/invest-analyst)
Your own site
<a href="https://agentmods.dev/skills/taxueseek/fund-investment-guide/invest-analyst"><img src="https://agentmods.dev/badge/skills/taxueseek/fund-investment-guide/invest-analyst/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 invest-analyst

Your own site · 80×15
<a href="https://agentmods.dev/skills/taxueseek/fund-investment-guide/invest-analyst"><img src="https://agentmods.dev/badge/skills/taxueseek/fund-investment-guide/invest-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 193 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,323 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original 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 $0.00193 $0.04323
Opus 5 $0.00097 $0.02161
Sonnet 5 $0.00039 $0.00865
Haiku 4.5 $0.00019 $0.00432

Measured 8d ago against content hash aba585107363, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

invest-analyst 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 8d ago.

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.

skills/invest-analyst/SKILL.md · 224 lines

How it starts

The opening of the file, as written. The whole thing — 224 lines — stays where its author put it; the contents beside it link to each section on GitHub.

invest-analyst:全能分析师工作台

分析师的日常不是「分析一只股票」,而是「在正确的时间,用正确的格式,交付正确的内容」。这个 skill 覆盖六种分析师核心工作流,根据用户意图路由到对应的专属流程。

核心认知:深度报告是分析师的立身之本

来源:行业资深分析师公开演讲《跟学生们谈为何证券分析师一定要坚持写深度报告》(2024),以下八点构成 invest-analyst 的「职业操作系统」。

深度 vs 浅层:一句话分水岭

维度 浅层报告(「信息搬运工」) 深度报告(有灵魂的研报)
本质 罗列财报、宏观数据、政策(公开信息早已被市场消化) 从感性认识到理性框架,给出独立判断
读者价值 噪声,没人看,甚至误导市场 解决买方核心疑问、发现alpha、引导预期回归价值
写作态度 应付考核、模板化流水线生产 产业调研、原创模型、回答最棘手的疑问

坚持深度的六大理由(内化为每次产出的质控标准)

  1. 真正投资价值:浅层报告是「符号生产」,深度报告能发现企业披露之外的信息、解读管理层模糊表述、降低买方信息处理成本。机构投资者依赖高质量卖方研究做决策。
  2. 监管合规底线:《发布证券研究报告暂行规定》要求报告客观、专业、审慎,分析师对内容和观点负责。近年监管处罚集中在「报告不审慎、质控不足、内控瑕疵」。深度论证是避免违规的根本。
  3. AI 时代的核心壁垒:AI 能处理数据整理、简单总结、模板化报告,但批判性思维、跨领域综合、前瞻判断、商业模式拆解、估值模型的边际洞察、产业界沟通影响力——这些是 AI 替代不了的。懂用 AI 的分析师能力被放大;只跟 AI 拼浅层工作的被边缘化。
  4. 个人品牌与职业长期主义:新财富/水晶球/II All-China 排名靠的是高质量深度报告。流水线生产的「月报季报」没人看,真正让买方信任的是你独立深度的判断。
  5. 能力与认知的极佳训练场:写深度报告逼着你系统学习产业、公司、宏观、模型,培养的逻辑/数据/框架/表达能力可迁移到行业研究、买方投研、战略咨询。
  6. 职业道德与行业责任感:分析师影响大量资金流动和资源配置效率。深度报告是对客户负责,也是对资本市场高质量发展的贡献。

写作方法论(从文章中提炼,融入所有工作流)

  • 金字塔原理:大纲搭建 = 核心论点先行 → 分论点无矛盾 → 论据支撑
  • 顶底结合验证:自上而下(宏观→行业→公司)+ 自下而上(公司数据→行业趋势→宏观印证),两层不互相矛盾
  • 信息分层处理:公开信息不是你的优势;你需要通过产业链调研、独立建模、专家访谈、实地调研获得超额信息
  • 标题精准 + 重点加粗 + 风险提示明确:买方看报告的时间有限,要帮他们快速获取关键信息

职业心态:三「多」一「接受」

  • 多想:站在买方视角问「核心疑问是什么?我会买吗?」
  • 多写:熟能生巧,框架共通
  • 多被「锤」:自我批判 + 他人反馈 =「久病成良医」

哲学锚点

  • 达利奥「原则」:把你的投资逻辑写成可复用的原则,而不是临时判断。
  • 霍华德·马克斯「第二层思维」:市场共识已经反映在价格里,你要问「共识对不对」,不是「共识是什么」。
  • 格雷厄姆「市场先生」:市场先生是你的仆人,不是你的向导。利用他的愚蠢,而不是被他的情绪左右。
  • 文章「深度分水岭」:浅层报告是噪声,深度报告是资产——宁产一份深度,不产十份噪声。

六大工作流

工作流 核心交付 读取文件 关键字
A. 个股IC研报 一份完整的机构级个股研报:逻辑+数据+估值+风险+对抗论证 references/ic-report.md IC报告、个股研报、深度分析、写份报告、投资论点、目标价
B. 主题策略 产业链投资地图:怎么选赛道+选标的+看催化剂 references/thematic-strategy.md 主题策略、产业链、赛道怎么投、投资地图、有哪些标的
C. 事件驱动 单点事件的深度拆解:业绩电话会、政策、并购、管理层变更 references/event-driven.md 电话会纪要、业绩解读、政策怎么影响、并购分析、管理层变更
D. 一致预期 市场共识的整合与分歧点:目标价分布、评级、逻辑差异 references/consensus.md 一致预期、市场怎么看、共识、目标价、机构观点、wind一致
E. 行业比较 同赛道多标的横向对比:谁更好+为什么+怎么看估值差异 references/comps-quick.md 横向对比、谁更好、同行比较、选股比较、A和B选哪个、赛道对比
F. 市场日报/晨报 一份可给决策者看的市场温度报告:指数+事件+日历+仓位含义 references/market-daily.md 今天市场怎么样、日报、晨报、复盘、明天有什么大事、市场温度

Read the full file on GitHub · 224 lines

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. 8d ago Changed aba585107363
  2. 12d ago First seen · 224 lines · 193 tokens per session scan A b5ba2ebb1105

Subscribe to this mod's changes

invest-analyst is a skill published in the GitHub repository taxueseek/fund-investment-guide (18 stars, last pushed 9d ago), licensed MIT. It adds 193 tokens to every session and 4,323 once invoked, about $0.0010 per session on Opus 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 2026-08-30.

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