@Saccc_c: Anthropic's official financial workflow GitHub repo could make 80% of Wall Street employees redundant. This repo turns all financial services tasks into workflows, including investment research, financial management, private equity, etc. In the video, I simply typed "Help me create an investment research report on Nvidia and output it as a Word document."
Summary
Anthropic has released a GitHub repository for financial services workflows, including agent workflows for investment banking, equity research, private equity, and wealth management. Users can deploy via the Claude Cowork plugin or Managed Agents API, and by entering simple instructions, it automatically generates professional investment research reports, financial analysis, and more.
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Anthropic officially released this GitHub repository for financial workflows, which could make 80% of Wall Street employees lose their jobs. This repository turns all financial services tasks into workflows, including investment research, financial management, private equity, and more. In the video, I simply entered: “Help me create an investment research report on NVIDIA and output it as a Word document.” It produced an investment report on par with Bloomberg, covering:
- Investment thesis
- Investment risks
- Company overview
- Product analysis
- Industry analysis
- Competitive landscape
- Financial analysis
- Valuation forecast, etc.
My major is also finance, and my assessment of this report is one word: solid.
Repository address: 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 (https://claude.com/product/cowork) plugin, or deploy it through the Claude Managed Agents API (https://docs.claude.com/en/api/managed-agents) 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,/earningsand 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.
| Function | Agent | What it does |
|---|---|---|
| Coverage & advisory | Pitch Agent | Comps, precedents, LBO → branded pitch deck, end to end |
| Meeting Prep Agent | Briefing pack before every client meeting | |
| Research & modeling | Market Researcher | Sector or theme → industry overview, competitive landscape, peer comps, ideas shortlist |
| Earnings Reviewer | Earnings call + filings → model update → note draft | |
| Model Builder | DCF, LBO, 3-statement, comps — live in Excel | |
| Fund admin & finance ops | Valuation Reviewer | Ingests GP packages, runs valuation template, stages LP reporting |
| GL Reconciler | Finds breaks, traces root cause, routes for sign-off | |
| Month-End Closer | Accruals, roll-forwards, variance commentary | |
| Statement Auditor | Audits LP statements before distribution | |
| Operations & onboarding | KYC Screener | Parses onboarding docs, runs the rules engine, flags gaps |
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
``bash
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
bash 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
| What it is | Where it lives | |
|---|---|---|
| Agents | Self-contained plugins that own a workflow end to end — system prompt plus the skills it uses. Cowork and the Managed Agent wrapper both reference the same directory. | plugins/agent-plugins// |
| Skills | Domain expertise, conventions, and step-by-step methods Claude draws on automatically when relevant. Authored once in the verticals; each agent bundles a synced copy of the ones it needs. | plugins/vertical-plugins//skills/ (source) · plugins/agent-plugins//skills/ (bundled) |
| Commands | Slash actions you trigger explicitly (/comps, /earnings, /ic-memo). | plugins/vertical-plugins//commands/ |
| Connectors | MCP servers (https://modelcontextprotocol.io/) that wire Claude to your data — terminals, research platforms, document stores. | plugins/vertical-plugins/financial-analysis/.mcp.json |
| Managed-agent wrappers | agent.yaml + depth-1 subagents + steering examples for headless deployment. | managed-agent-cookbooks// |
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.
| Plugin | What it adds |
|---|---|
| financial-analysis (core) | Comps, DCF, LBO, 3-statement, deck QC, Excel audit. All 11 data connectors. |
| investment-banking | CIMs, teasers, process letters, buyer lists, merger models, deal tracking. |
| equity-research | Earnings notes, initiations, model updates, thesis and catalyst tracking. |
| private-equity | Sourcing, screening, diligence checklists, IC memos, portfolio monitoring. |
| wealth-management | Client reviews, financial plans, rebalancing, reporting, TLH. |
| fund-admin | GL recon, break tracing, accruals, roll-forwards, variance commentary, NAV tie-out. |
| operations | KYC document parsing and rules-grid evaluation. |
| lseg (partner) | Bond RV, swap curves, FX carry, options vol, macro-rates monitoring on LSEG data. |
| sp-global (partner) | Tear sheets, earnings previews, funding digests on S&P Capital IQ. |
MCP Integrations
All connectors are centralized in the financial-analysis core plugin and shared across the rest.
| Provider | URL |
|---|---|
| Daloopa (https://www.daloopa.com/) | https://mcp.daloopa.com/server/mcp |
| Morningstar (https://www.morningstar.com/) | https://mcp.morningstar.com/mcp |
| S&P Global (https://www.spglobal.com/) | https://kfinance.kensho.com/integrations/mcp |
| FactSet (https://www.factset.com/) | https://mcp.factset.com/mcp |
| Moody’s (https://www.moodys.com/) | https://api.moodys.com/genai-ready-data/m1/mcp |
| MT Newswires (https://www.mtnewswires.com/) | https://vast-mcp.blueskyapi.com/mtnewswires |
| Aiera (https://www.aiera.com/) | https://mcp-pub.aiera.com |
| LSEG (https://www.lseg.com/) | https://api.analytics.lseg.com/lfa/mcp |
| PitchBook (https://pitchbook.com/) | https://premium.mcp.pitchbook.com/mcp |
| Chronograph (https://www.chronograph.pe/) | https://ai.chronograph.pe/mcp |
| Egnyte (https://www.egnyte.com/) | https://mcp-server.egnyte.com/mcp |
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:
bash 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.jsonat your data providers and internal systems. - Add firm context — drop your terminology, processes, and formatting standards into skill files.
- Bring your templates —
/ppt-templateteaches Claude your branded PowerPoint layouts. - Adjust agent scope — edit
agents/.mdto match how your team actually runs the workflow. - Add your own — copy the structure for workflows we haven’t covered.
Skill & Command Reference
financial-analysis — core modeling, Excel, deck QC
| Skill | Command | Description |
|---|---|---|
| comps-analysis | /comps | Comparable company analysis with trading multiples |
| dcf-model | /dcf | DCF valuation with WACC and sensitivity analysis |
| lbo-model | /lbo | Leveraged buyout model |
| 3-statement-model | /3-statement-model | Populate 3-statement financial model templates |
| audit-xls | /debug-model | Excel model audit — formula tracing, hardcode detection, balance checks |
| clean-data-xls | — | Normalize and clean tabular data in Excel |
| deck-refresh | — | Re-link and refresh embedded charts/tables across a deck |
| competitive-analysis | /competitive-analysis | Competitive landscape and market positioning |
| ib-check-deck | — | QC presentations for errors and consistency |
| pptx-author | — | Produce a .pptx file headlessly (Managed Agent mode) |
| xlsx-author | — | Produce a .xlsx file headlessly (Managed Agent mode) |
| ppt-template-creator | /ppt-template | Create reusable PPT template skills |
| skill-creator | — | Guide for creating new skills |
investment-banking — deal materials and execution
| Skill | Command | Description |
|---|---|---|
| strip-profile | /one-pager | One-page company profiles for pitch books |
| pitch-deck | — | Populate pitch deck templates with data |
| datapack-builder | — | Build data packs from CIMs and filings |
| cim-builder | /cim | Draft Confidential Information Memorandums |
| teaser | /teaser | Anonymous one-page company teasers |
| buyer-list | /buyer-list | Strategic and financial buyer universe |
| merger-model | /merger-model | Accretion/dilution M&A analysis |
| process-letter | /process-letter | Bid instructions and process correspondence |
| deal-tracker | /deal-tracker | Track live deals, milestones, and action items |
equity-research — coverage and publishing
| Skill | Command | Description |
|---|---|---|
| earnings-analysis | /earnings | Post-earnings quarterly update reports |
| earnings-preview | /earnings-preview | Pre-earnings scenario analysis and key metrics |
| initiating-coverage | /initiate | Institutional-quality initiation reports |
| model-update | /model-update | Update financial models with new data |
| morning-note | /morning-note | Morning meeting notes and trade ideas |
| sector-overview | /sector | Industry landscape and thematic reports |
| thesis-tracker | /thesis | Maintain and update investment theses |
| catalyst-calendar | /catalysts | Track upcoming catalysts across coverage |
| idea-generation | /screen | Stock screening and idea sourcing |
private-equity — sourcing through portfolio ops
| Skill | Command | Description |
|---|---|---|
| deal-sourcing | /source | Discover companies, check CRM, draft founder outreach |
| deal-screening | /screen-deal | Quick pass/fail on inbound CIMs and teasers |
| dd-checklist | /dd-checklist | Diligence checklists by workstream |
| dd-meeting-prep | /dd-prep | Prep for management presentations and expert calls |
| unit-economics | /unit-economics | ARR cohorts, LTV/CAC, net retention, revenue quality |
| returns-analysis | /returns | IRR/MOIC sensitivity tables |
| ic-memo | /ic-memo | Investment committee memo drafting |
| portfolio-monitoring | /portfolio | Track portfolio company KPIs and variances |
| value-creation-plan | /value-creation | Post-close 100-day plans and EBITDA bridges |
| ai-readiness | /ai-readiness | Assess a portfolio company’s AI readiness |
wealth-management — advisor workflows
| Skill | Command | Description |
|---|---|---|
| client-review | /client-review | Prep for client meetings with performance and talking points |
| financial-plan | /financial-plan | Retirement, education, estate, and cash-flow projections |
| portfolio-rebalance | /rebalance | Allocation drift analysis and tax-aware rebalancing |
| client-report | /client-report | Client-facing performance reports |
| investment-proposal | /proposal | Proposals for prospective clients |
| tax-loss-harvesting | /tlh | Identify TLH opportunities and manage wash sales |
Contributing
Everything here is markdown and YAML. Fork, edit, PR.
For new content:
- New skill → add it under
plugins/vertical-plugins//skills/, then runpython3 scripts/sync-agent-skills.pyto propagate to any agent that bundles it. - New agent →
plugins/agent-plugins//(withagents/.md+skills/) and a matchingmanaged-agent-cookbooks//. - Run
python3 scripts/check.pybefore pushing — it lints every manifest
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