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By chainstart
Equity research tools: earnings analysis, initiating coverage reports, and research workflows
npx claudepluginhub chainstart/open-financial-agents --plugin equity-researchView or update the catalyst calendar
Build a pre-earnings preview with scenarios
Analyze quarterly earnings and create an earnings update report
Create an initiating coverage report
Update a financial model with new data
description: Build and maintain a calendar of upcoming catalysts across a coverage universe — earnings dates, conferences, product launches, regulatory decisions, and macro events. Helps prioritize attention and position ahead of events. Triggers on "catalyst calendar", "upcoming events", "what's coming up", "earnings calendar", "event calendar", or "catalyst tracker".
Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.
description: Build pre-earnings analysis with estimate models, scenario frameworks, and key metrics to watch. Use before a company reports quarterly earnings to prepare positioning notes, set up bull/bear scenarios, and identify what will move the stock. Triggers on "earnings preview", "what to watch for [company] earnings", "pre-earnings", "earnings setup", or "preview Q[X] for [company]".
description: Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "find ideas", "what looks interesting", "screen for", "new ideas", or "pitch me something".
Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces specific deliverables (markdown docs, Excel models, charts, or DOCX reports). Tasks 3-5 have dependencies on earlier tasks.
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Core financial modeling and analysis tools: DCF, comps, LBO, 3-statement models, competitive analysis, and deck QC
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Finds breaks, traces root cause, routes for sign-off
Reference agents, skills, and data connectors for financial-services workflows: investment banking, equity research, private equity, and wealth management.
This repository is based on Anthropic's Claude financial-services / Claude Code plugin templates. Most of the original agent, plugin, skill, connector, and managed-agent cookbook files are preserved so the Claude-specific workflows still work. This fork adds a model-neutral runtime so the same financial agent templates can also be called through OpenAI-compatible APIs, Anthropic Messages API, or LiteLLM. See UNIVERSAL_LLM.md.
Current delta from upstream anthropics/financial-services:
Add universal LLM financial agents runtime.universal_financial_agents/, scripts/run-universal-agent.py,
scripts/free-finance-mcp.py, requirements-universal.txt, tests, and
example reports.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.
[!IMPORTANT] 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:
/v1/agents./comps, /dcf, /earnings and the connectors without a full agent.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/.