Anthropic 官方亲自发布的这个金融工作流 GitHub 仓库，可以让华尔街80%的员工都失业了

这个仓库将所有的金融服务工作都做成了工作流，包括投研分析、财务管理、私募股权等

视频中，我只是输入了「帮我做一个英伟达的投研分析报告，并产出 word 文档给我」

它输出了一个堪比彭博级别的投资报告，内容包括了：

• 投资逻辑
• 投资风险
• 公司概览
• 产品分析
• 行业分析
• 竞争格局
• 财务分析
• 估值预测等

我的专业也是金融，对这个报告的评价一个字：夯

仓库地址：https://github.com/anthropics/financial-services…

anthropics/financial-services

Source: https://github.com/anthropics/financial-services

Claude for Financial Services

Reference agents, skills, and data connectors for the financial-services workflows we see most — investment banking, equity research, private equity, and wealth management.

Everything here is available two ways from one source: install it as a Claude Cowork plugin, or deploy it through the Claude Managed Agents API behind your own workflow engine. Same system prompt, same skills — you choose where it runs.

Nothing in this repository constitutes investment, legal, tax, or accounting advice. These agents draft analyst work product — models, memos, research notes, reconciliations — for review by a qualified professional. They do not make investment recommendations, execute transactions, bind risk, post to a ledger, or approve onboarding; every output is staged for human sign-off. You are responsible for verifying outputs and for compliance with the laws and regulations that apply to your firm.

What’s in the repo:

• Agents — named, end-to-end workflow agents (Pitch Agent, Market Researcher, GL Reconciler, …). Each ships as a Cowork plugin and as a Claude Managed Agent template you deploy via /v1/agents.
• Vertical plugins — the underlying skills, slash commands, and data connectors, bundled by FSI vertical. Install these on their own if you just want /comps, /dcf, /earnings and the connectors without a full agent.

Agents

Each agent is named for the workflow it runs. They’re starting points: install the ones that match your work, then tune the prompts, skills, and connectors to how your firm does it.

Each agent plugin is self-contained — it bundles the skills it uses, so installing the agent is all you need.

For Managed Agent deployment — agent.yaml, leaf-worker subagents, steering-event examples, and per-agent security notes — see managed-agent-cookbooks/.

Repository Layout

plugins/
  agent-plugins/               # Named agents — one self-contained plugin each
  vertical-plugins/            # Skill + command bundles by FSI vertical, plus MCP connectors
  partner-built/               # Partner-authored plugins (LSEG, S&P Global)
managed-agent-cookbooks/       # Claude Managed Agent cookbooks — one dir per agent
claude-for-msft-365-install/   # Admin tooling to provision the Claude Microsoft 365 add-in
scripts/                       # deploy-managed-agent.sh · check.py · validate.py · orchestrate.py · sync-agent-skills.py

Getting Started

Cowork

In Cowork, open Settings → Plugins → Add plugin and either:

• Paste this repo URL — https://github.com/anthropics/financial-services — then pick the agents and verticals you want from the marketplace list, or
• Upload a zip — zip any directory under plugins/ (e.g. plugins/agent-plugins/pitch-agent/) and drop it in.

Claude Code

# Add the marketplace
claude plugin marketplace add anthropics/financial-services

# Core skills + connectors (install first)
claude plugin install financial-analysis@claude-for-financial-services

# Named agents — pick the ones you want
claude plugin install pitch-agent@claude-for-financial-services
claude plugin install gl-reconciler@claude-for-financial-services
claude plugin install market-researcher@claude-for-financial-services

# Vertical skill bundles
claude plugin install investment-banking@claude-for-financial-services
claude plugin install equity-research@claude-for-financial-services

Once installed, agents appear in Cowork dispatch, skills fire automatically when relevant, and slash commands are available in your session (/comps, /dcf, /earnings, /ic-memo, …).

Claude Managed Agents

export ANTHROPIC_API_KEY=sk-ant-...
scripts/deploy-managed-agent.sh gl-reconciler

Each template under managed-agent-cookbooks/ references the same system prompt and skills as its plugin counterpart. The deploy script resolves file references, uploads skills, creates leaf-worker subagents, and POSTs the orchestrator to /v1/agents. See scripts/orchestrate.py for a reference event loop that routes handoff_request events between agents via your own orchestration layer.

Research Preview: subagent delegation (callable_agents) is a preview capability. See per-agent READMEs for security and handoff guidance.

How It Fits Together

Everything is file-based — markdown and JSON, no build step.

Vertical Plugins

Start with financial-analysis — it carries the shared modeling skills and all data connectors. Add verticals for the workflows you need.

MCP Integrations

All connectors are centralized in the financial-analysis core plugin and shared across the rest.

MCP access may require a subscription or API key from the provider.

Claude for Microsoft 365 — Install Tooling

If your firm runs Claude inside Excel, PowerPoint, Word, and Outlook via the Microsoft 365 add-in, claude-for-msft-365-install/ is the admin tooling to provision it against your own cloud — Vertex AI, Bedrock, or an internal LLM gateway — instead of Anthropic’s API.

It’s a Claude Code plugin (not a Cowork plugin) that walks an IT admin through generating the customized add-in manifest, granting Azure admin consent, and writing per-user routing config via Microsoft Graph. Install with:

claude plugin install claude-for-msft-365-install@claude-for-financial-services
/claude-for-msft-365-install:setup

This is separate from the agents and vertical plugins above — it’s the on-ramp that gets the add-in deployed in a tenant, after which the agents and skills here are what runs inside it.

Making It Yours

These are reference templates — they get better when you tune them to how your firm works.

• Swap connectors — point .mcp.json at your data providers and internal systems.
• Add firm context — drop your terminology, processes, and formatting standards into skill files.
• Bring your templates — /ppt-template teaches Claude your branded PowerPoint layouts.
• Adjust agent scope — edit agents/<slug>.md to match how your team actually runs the workflow.
• Add your own — copy the structure for workflows we haven’t covered.

Skill & Command Reference

Contributing

Everything here is markdown and YAML. Fork, edit, PR. For new content:

• New skill → add it under plugins/vertical-plugins/<vertical>/skills/, then run python3 scripts/sync-agent-skills.py to propagate to any agent that bundles it.
• New agent → plugins/agent-plugins/<slug>/ (with agents/<slug>.md + skills/) and a matching managed-agent-cookbooks/<slug>/.
• Run python3 scripts/check.py before pushing — it lints every manifest, verifies all cross-file references resolve, and fails if any bundled skill has drifted from its vertical source.

License

Apache License 2.0