financial-services

Technical documentation and AI CheatSheet for anthropics/financial-services

34,026 stars Python Markdown Skills API Spec
AI Prompts & Specs

Claude for Financial Services

Reference agents, skills, and data connectors for the financial-services workflows we see most โ€” 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 โ€” you choose where it runs.

IMPORTANT

Nothing in this repository constitutes investment, legal, tax, or accounting advice. These agents draft analyst work product โ€” models, memos, research notes, reconciliations โ€” 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 โ€” named, end-to-end workflow agents (Pitch Agent, Market Researcher, GL Reconciler, โ€ฆ). Each ships as a Cowork plugin and as a Claude Managed Agent template you deploy via /v1/agents.
- Vertical plugins โ€” 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 โ€” 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 โ†’ branded pitch deck, end to end |
| | Meeting Prep Agent | Briefing pack before every client meeting |
| Research & modeling | Market Researcher | Sector or theme โ†’ industry overview, competitive landscape, peer comps, ideas shortlist |
| | Earnings Reviewer | Earnings call + filings โ†’ model update โ†’ note draft |
| | Model Builder | DCF, LBO, 3-statement, comps โ€” 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 โ€” agent.yaml, leaf-worker subagents, steering-event examples, and per-agent security notes โ€” see managed-agent-cookbooks/.

Repository Layout

text
plugins/
agent-plugins/ # Named agents โ€” 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 โ€” one dir per agent
claude-for-msft-365-install/ # Admin tooling to provision the Claude Microsoft 365 add-in
scripts/ # deploy-managed-agent.sh ยท check.py ยท validate.py ยท orchestrate.py ยท sync-agent-skills.py

Getting Started

Cowork

In Cowork, open Settings โ†’ Plugins โ†’ Add plugin and either:

- Paste this repo URL โ€” https://github.com/anthropics/financial-services โ€” then pick the agents and verticals you want from the marketplace list, or
- Upload a zip โ€” 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 โ€” 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, โ€ฆ).

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 โ€” system prompt plus the skills it uses. Cowork and the Managed Agent wrapper both reference the same directory. | plugins/agent-plugins/<slug>/ |
| 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/<vertical>/skills/ (source) ยท plugins/agent-plugins/<slug>/skills/ (bundled) |
| Commands | Slash actions you trigger explicitly (/comps, /earnings, /ic-memo). | plugins/vertical-plugins/<vertical>/commands/ |
| Connectors | MCP servers that wire Claude to your data โ€” 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/<slug>/ |

Everything is file-based โ€” markdown and JSON, no build step.

Vertical Plugins

Start with financial-analysis โ€” 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://mcp.daloopa.com/server/mcp |
| Morningstar | https://mcp.morningstar.com/mcp |
| S&P Global | https://kfinance.kensho.com/integrations/mcp |
| FactSet | https://mcp.factset.com/mcp |
| Moody's | https://api.moodys.com/genai-ready-data/m1/mcp |
| MT Newswires | https://vast-mcp.blueskyapi.com/mtnewswires |
| Aiera | https://mcp-pub.aiera.com |
| LSEG | https://api.analytics.lseg.com/lfa/mcp |
| PitchBook | https://premium.mcp.pitchbook.com/mcp |
| Chronograph | https://ai.chronograph.pe/mcp |
| Egnyte | https://mcp-server.egnyte.com/mcp |
| Box | https://mcp.box.com |

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

Claude for Microsoft 365 โ€” 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 โ€” Vertex AI, Bedrock, or an internal LLM gateway โ€” 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 โ€” 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 โ€” they get better when you tune them to how your firm works.

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

Skill & Command Reference

<details>
<summary><b>financial-analysis</b> โ€” core modeling, Excel, deck QC</summary>

| 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 โ€” formula tracing, hardcode detection, balance checks |
| clean-data-xls | โ€” | Normalize and clean tabular data in Excel |
| deck-refresh | โ€” | Re-link and refresh embedded charts/tables across a deck |
| competitive-analysis | /competitive-analysis | Competitive landscape and market positioning |
| ib-check-deck | โ€” | QC presentations for errors and consistency |
| pptx-author | โ€” | Produce a .pptx file headlessly (Managed Agent mode) |
| xlsx-author | โ€” | Produce a .xlsx file headlessly (Managed Agent mode) |
| ppt-template-creator | /ppt-template | Create reusable PPT template skills |
| skill-creator | โ€” | Guide for creating new skills |

</details>

<details>
<summary><b>investment-banking</b> โ€” deal materials and execution</summary>

| Skill | Command | Description |
|---|---|---|
| strip-profile | /one-pager | One-page company profiles for pitch books |
| pitch-deck | โ€” | Populate pitch deck templates with data |
| datapack-builder | โ€” | 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 |

</details>

<details>
<summary><b>equity-research</b> โ€” coverage and publishing</summary>

| 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 |

</details>

<details>
<summary><b>private-equity</b> โ€” sourcing through portfolio ops</summary>

| 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 |

</details>

<details>
<summary><b>wealth-management</b> โ€” advisor workflows</summary>

| 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 |

</details>

Contributing

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

- New skill โ†’ 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 โ†’ plugins/agent-plugins/<slug>/ (with agents/<slug>.md + skills/) and a matching managed-agent-cookbooks/<slug>/.
- Run python3 scripts/check.py before pushing โ€” 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