anthropics/financial-servicesPublic

AI summary: Reference agents, skills, and data connectors for implementing Claude in financial services workflows.

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PythonApache-2.0Created Feb 23, 2026Last push 3d ago+175 stars this week+202 this month

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Signals and awards

derived from tracked data
  • Widely adopted

    34,069 stars

  • Permissive license

    Apache-2.0

  • Repeat trending

    8 trending appearances

What financial-services does

This repository provides a comprehensive suite of reference agents, skills, and data connectors tailored for integrating Anthropic's Claude models into core financial services workflows. It targets specific use cases like investment banking, equity research, private equity, and wealth management. The project offers flexible deployment options, allowing the tools to be used either as a Claude Cowork plugin or deployed via the Claude Managed Agents API behind a custom workflow engine. It acts as a powerful starting point for institutions to safely and effectively automate the drafting of complex financial models, memos, and research notes.

This project is strictly targeted at software architects, data scientists, and analysts working within the financial services industry. It provides the essential building blocks for institutions looking to deploy Anthropic's models securely for high-stakes financial workflows.

  • Industry-specific reference agents: Provides pre-configured AI agents optimized for tasks like equity research and wealth management.
  • Flexible deployment options: Supports installation as a Claude Cowork plugin or integration via the Managed Agents API.
  • Financial data connectors: Includes tools for securely piping complex financial data and documents into the Claude models.
  • Standardized system prompts: Offers highly tuned prompts designed to ensure accuracy and compliance in financial outputs.
  • Human-in-the-loop design: Stages all outputs (memos, reconciliations) for professional review, preventing autonomous execution of critical tasks.

Where teams use it

Automated equity research drafting

Analysts use the agents to rapidly draft preliminary research notes based on recent earnings calls and market data.

Investment banking memo generation

Associates leverage the system to synthesize vast amounts of company data into structured, draft investment memos.

Wealth management portfolio summaries

Advisors automate the generation of personalized client portfolio updates using the provided data connectors.

Financial reconciliation assistance

Accounting teams utilize the AI skills to identify discrepancies in large ledgers, staging the findings for human review.

Getting started: plugins/

README

main branch

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.

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:

  • 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.

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 URLhttps://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

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/<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) · 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 — 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 — 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://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 — 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

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/<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

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additions and deletions
+45.1K-45.1KWeek of 2026-02-22: +31,642 linesWeek of 2026-02-22: -5,780 linesWeek of 2026-03-01: +0 linesWeek of 2026-03-01: -0 linesWeek of 2026-03-08: +2,280 linesWeek of 2026-03-08: -1,932 linesWeek of 2026-03-15: +0 linesWeek of 2026-03-15: -0 linesWeek of 2026-03-22: +841 linesWeek of 2026-03-22: -5 linesWeek of 2026-03-29: +343 linesWeek of 2026-03-29: -46 linesWeek of 2026-04-05: +71 linesWeek of 2026-04-05: -6 linesWeek of 2026-04-12: +405 linesWeek of 2026-04-12: -8 linesWeek of 2026-04-19: +20 linesWeek of 2026-04-19: -4 linesWeek of 2026-04-26: +56 linesWeek of 2026-04-26: -9 linesWeek of 2026-05-03: +45,078 linesWeek of 2026-05-03: -27,519 linesWeek of 2026-05-10: +712 linesWeek of 2026-05-10: -31 linesWeek of 2026-05-17: +338 linesWeek of 2026-05-17: -111 linesWeek of 2026-05-24: +27 linesWeek of 2026-05-24: -1 linesWeek of 2026-05-31: +64 linesWeek of 2026-05-31: -1 linesWeek of 2026-06-07: +0 linesWeek of 2026-06-07: -0 linesWeek of 2026-06-14: +0 linesWeek of 2026-06-14: -0 linesWeek of 2026-06-21: +158 linesWeek of 2026-06-21: -13 linesWeek of 2026-06-28: +0 linesWeek of 2026-06-28: -0 linesWeek of 2026-07-05: +0 linesWeek of 2026-07-05: -0 linesWeek of 2026-07-12: +0 linesWeek of 2026-07-12: -0 linesWeek of 2026-07-19: +941 linesWeek of 2026-07-19: -16 linesWeek of 2026-07-26: +0 linesWeek of 2026-07-26: -0 linesFeb 22, 2026Jul 26, 2026
+83K lines added, -35.5K removed over the last year.

Commits per week

last 52 weeks
90Week of 2025-08-02: 0 commitsWeek of 2025-08-09: 0 commitsWeek of 2025-08-16: 0 commitsWeek of 2025-08-23: 0 commitsWeek of 2025-08-30: 0 commitsWeek of 2025-09-06: 0 commitsWeek of 2025-09-13: 0 commitsWeek of 2025-09-20: 0 commitsWeek of 2025-09-27: 0 commitsWeek of 2025-10-04: 0 commitsWeek of 2025-10-11: 0 commitsWeek of 2025-10-18: 0 commitsWeek of 2025-10-25: 0 commitsWeek of 2025-11-01: 0 commitsWeek of 2025-11-09: 0 commitsWeek of 2025-11-16: 0 commitsWeek of 2025-11-23: 0 commitsWeek of 2025-11-30: 0 commitsWeek of 2025-12-07: 0 commitsWeek of 2025-12-14: 0 commitsWeek of 2025-12-21: 0 commitsWeek of 2025-12-28: 0 commitsWeek of 2026-01-04: 0 commitsWeek of 2026-01-11: 0 commitsWeek of 2026-01-18: 0 commitsWeek of 2026-01-25: 0 commitsWeek of 2026-02-01: 0 commitsWeek of 2026-02-08: 0 commitsWeek of 2026-02-15: 0 commitsWeek of 2026-02-22: 9 commitsWeek of 2026-03-01: 0 commitsWeek of 2026-03-08: 7 commitsWeek of 2026-03-15: 0 commitsWeek of 2026-03-22: 4 commitsWeek of 2026-03-29: 5 commitsWeek of 2026-04-05: 2 commitsWeek of 2026-04-12: 5 commitsWeek of 2026-04-19: 1 commitsWeek of 2026-04-26: 2 commitsWeek of 2026-05-03: 4 commitsWeek of 2026-05-10: 2 commitsWeek of 2026-05-17: 4 commitsWeek of 2026-05-24: 2 commitsWeek of 2026-05-31: 1 commitsWeek of 2026-06-07: 0 commitsWeek of 2026-06-14: 0 commitsWeek of 2026-06-21: 1 commitsWeek of 2026-06-28: 0 commitsWeek of 2026-07-05: 0 commitsWeek of 2026-07-12: 0 commitsWeek of 2026-07-19: 1 commitsWeek of 2026-07-26: 0 commitsAug 2, 2025Jul 26, 2026
50 commits in the last 52 weeks.

When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 0 commitsSun 1:00 — 0 commitsSun 2:00 — 0 commitsSun 3:00 — 0 commitsSun 4:00 — 0 commitsSun 5:00 — 0 commitsSun 6:00 — 0 commitsSun 7:00 — 0 commitsSun 8:00 — 0 commitsSun 9:00 — 0 commitsSun 10:00 — 0 commitsSun 11:00 — 2 commitsSun 12:00 — 0 commitsSun 13:00 — 0 commitsSun 14:00 — 0 commitsSun 15:00 — 0 commitsSun 16:00 — 0 commitsSun 17:00 — 0 commitsSun 18:00 — 1 commitsSun 19:00 — 0 commitsSun 20:00 — 0 commitsSun 21:00 — 2 commitsSun 22:00 — 0 commitsSun 23:00 — 0 commitsMon 0:00 — 0 commitsMon 1:00 — 0 commitsMon 2:00 — 0 commitsMon 3:00 — 0 commitsMon 4:00 — 0 commitsMon 5:00 — 0 commitsMon 6:00 — 0 commitsMon 7:00 — 0 commitsMon 8:00 — 0 commitsMon 9:00 — 0 commitsMon 10:00 — 1 commitsMon 11:00 — 0 commitsMon 12:00 — 0 commitsMon 13:00 — 0 commitsMon 14:00 — 4 commitsMon 15:00 — 3 commitsMon 16:00 — 1 commitsMon 17:00 — 0 commitsMon 18:00 — 0 commitsMon 19:00 — 1 commitsMon 20:00 — 0 commitsMon 21:00 — 0 commitsMon 22:00 — 0 commitsMon 23:00 — 2 commitsTue 0:00 — 0 commitsTue 1:00 — 0 commitsTue 2:00 — 0 commitsTue 3:00 — 0 commitsTue 4:00 — 0 commitsTue 5:00 — 0 commitsTue 6:00 — 0 commitsTue 7:00 — 0 commitsTue 8:00 — 0 commitsTue 9:00 — 1 commitsTue 10:00 — 3 commitsTue 11:00 — 0 commitsTue 12:00 — 0 commitsTue 13:00 — 0 commitsTue 14:00 — 0 commitsTue 15:00 — 0 commitsTue 16:00 — 1 commitsTue 17:00 — 0 commitsTue 18:00 — 0 commitsTue 19:00 — 0 commitsTue 20:00 — 0 commitsTue 21:00 — 0 commitsTue 22:00 — 0 commitsTue 23:00 — 1 commitsWed 0:00 — 0 commitsWed 1:00 — 0 commitsWed 2:00 — 0 commitsWed 3:00 — 0 commitsWed 4:00 — 0 commitsWed 5:00 — 0 commitsWed 6:00 — 0 commitsWed 7:00 — 0 commitsWed 8:00 — 0 commitsWed 9:00 — 0 commitsWed 10:00 — 1 commitsWed 11:00 — 0 commitsWed 12:00 — 3 commitsWed 13:00 — 0 commitsWed 14:00 — 0 commitsWed 15:00 — 1 commitsWed 16:00 — 0 commitsWed 17:00 — 2 commitsWed 18:00 — 1 commitsWed 19:00 — 0 commitsWed 20:00 — 1 commitsWed 21:00 — 0 commitsWed 22:00 — 1 commitsWed 23:00 — 1 commitsThu 0:00 — 0 commitsThu 1:00 — 0 commitsThu 2:00 — 0 commitsThu 3:00 — 0 commitsThu 4:00 — 0 commitsThu 5:00 — 0 commitsThu 6:00 — 0 commitsThu 7:00 — 0 commitsThu 8:00 — 0 commitsThu 9:00 — 0 commitsThu 10:00 — 1 commitsThu 11:00 — 0 commitsThu 12:00 — 1 commitsThu 13:00 — 0 commitsThu 14:00 — 0 commitsThu 15:00 — 0 commitsThu 16:00 — 1 commitsThu 17:00 — 1 commitsThu 18:00 — 0 commitsThu 19:00 — 0 commitsThu 20:00 — 0 commitsThu 21:00 — 1 commitsThu 22:00 — 0 commitsThu 23:00 — 0 commitsFri 0:00 — 0 commitsFri 1:00 — 0 commitsFri 2:00 — 0 commitsFri 3:00 — 0 commitsFri 4:00 — 0 commitsFri 5:00 — 0 commitsFri 6:00 — 0 commitsFri 7:00 — 0 commitsFri 8:00 — 0 commitsFri 9:00 — 1 commitsFri 10:00 — 1 commitsFri 11:00 — 1 commitsFri 12:00 — 0 commitsFri 13:00 — 1 commitsFri 14:00 — 0 commitsFri 15:00 — 0 commitsFri 16:00 — 1 commitsFri 17:00 — 3 commitsFri 18:00 — 0 commitsFri 19:00 — 0 commitsFri 20:00 — 1 commitsFri 21:00 — 0 commitsFri 22:00 — 1 commitsFri 23:00 — 0 commitsSat 0:00 — 0 commitsSat 1:00 — 0 commitsSat 2:00 — 0 commitsSat 3:00 — 0 commitsSat 4:00 — 0 commitsSat 5:00 — 0 commitsSat 6:00 — 0 commitsSat 7:00 — 1 commitsSat 8:00 — 0 commitsSat 9:00 — 0 commitsSat 10:00 — 0 commitsSat 11:00 — 0 commitsSat 12:00 — 0 commitsSat 13:00 — 0 commitsSat 14:00 — 0 commitsSat 15:00 — 0 commitsSat 16:00 — 0 commitsSat 17:00 — 0 commitsSat 18:00 — 0 commitsSat 19:00 — 0 commitsSat 20:00 — 0 commitsSat 21:00 — 0 commitsSat 22:00 — 0 commitsSat 23:00 — 0 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.
DateListRankStars gained
May 19, 2026daily#19+37
May 18, 2026daily#20+49
May 12, 2026daily#8+73
May 11, 2026daily#3+205
May 10, 2026daily#4+294
May 9, 2026daily#1+381
May 8, 2026daily#1+291
May 7, 2026daily#6+132