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Financial Analyst — Agentic Employee Template

A portable, self-contained agent architecture for a Financial Analyst specializing in month-end close and account reconciliation. Built for Claude (Cowork mode / Claude Code) with dynamic memory, a heartbeat check-in system, and domain-specific skills.


Architecture Overview

Financial Analyst/
├── CLAUDE.md                          # Agent instructions (startup routine, principles, capabilities)
├── README.md                          # This file — template documentation
├── soul.md                            # Agent persona, principles, judgment framework
├── MEMORY.md                          # Dynamic knowledge — Voice, Process, People, Projects, Output, Tools
│
├── context/                           # Foundation knowledge (read at startup)
│   ├── role.md                        # Who the agent is, who it reports to
│   ├── close-process.md              # Month-end close sequence and methodology
│   ├── reconciliation.md             # Account reconciliation framework
│   └── accounting-standards.md       # GAAP quick reference
│
├── heartbeat/                         # Periodic check-in system
│   ├── heartbeat.md                   # Check-in routine and status report format
│   └── logs/                          # (Created at runtime) Daily heartbeat logs
│
└── skills/                            # Custom domain skills
    ├── reconciliation/
    │   └── SKILL.md                   # Account reconciliation skill
    └── close-management/
        └── SKILL.md                   # Month-end close tracking skill

How It Works

Startup Routine

Every session begins by reading three things in order:

  1. context/* — domain knowledge foundation
  2. MEMORY.md — learned preferences and active project state
  3. soul.md — persona and judgment framework

Memory System

The agent maintains a living document (MEMORY.md) with six sections that map to different types of learned knowledge:

Section Purpose
Voice Tone and communication corrections
Process How the user wants tasks executed
People Who's who, roles, relationships
Projects Active work, status, deadlines
Output File naming, format, delivery preferences
Tools Which tools to use and how

Memory is updated in place — outdated info is replaced, not appended. The file always reflects current state.

Heartbeat

A structured check-in that runs at session start and on demand. It:

  • Confirms the active project/task
  • Checks calendar position relative to the close cycle
  • Scans memory for relevant context
  • Flags stale information
  • Delivers a concise status report

Can optionally be scheduled as an automated task for daily check-ins.

Soul

Defines the agent's personality, principles, and judgment framework. Key principles:

  • Numbers must tie (accuracy is non-negotiable)
  • Judgment, not just calculation (interpret, don't just compute)
  • Materiality guides attention (focus where it matters)
  • Transparency over completeness (call out gaps)
  • Learn and don't repeat (memory updates on correction)

Skills

Domain-specific instruction sets for recurring task types:

  • Reconciliation: Step-by-step methodology for any account rec, with standard workpaper format
  • Close Management: Close calendar building, checklist generation, status tracking, escalation triggers

Deploying This Template

In Cowork Mode

  1. Select this folder as your workspace
  2. The CLAUDE.md file will be picked up automatically
  3. Start a conversation — the agent will follow its startup routine

In Claude Code

  1. Place this folder structure in your project directory
  2. Claude Code reads CLAUDE.md as project instructions
  3. Reference the context and skills as needed

Customizing for Your Organization

  • context/: Replace with your specific close process, chart of accounts, reconciliation policies
  • MEMORY.md: Will populate itself through use — start with the template sections
  • soul.md: Adjust persona and principles to match your team's culture
  • skills/: Add new skills for your recurring workflows (e.g., intercompany eliminations, lease accounting)

Adding More Skills

Create a new folder under skills/ (use kebab-case naming) with a SKILL.md file. Per Anthropic's guide, SKILL.md requires YAML frontmatter:

---
name: your-skill-name
description: What it does. Use when user says [specific trigger phrases].
---

Then add the body with this structure:

  • Trigger (when to use)
  • Inputs Required (what to ask for)
  • Process (step-by-step methodology)
  • Output Format (deliverable spec)
  • Quality Checks (verification before delivery)

Optional subdirectories: scripts/ (executable code), references/ (detailed docs), assets/ (templates).

Aim to add 3-5 skills per week as patterns emerge. Skills compound — each one you add means less re-explaining.


Design Principles

This architecture follows domain-driven design thinking:

  • Bounded contexts: Each folder is a distinct concern (knowledge, identity, memory, behavior)
  • Single source of truth: MEMORY.md is the one place for learned state; context/ is the one place for domain knowledge
  • Separation of concerns: Soul defines who, context defines what, skills define how, memory defines what we've learned
  • Update in place: No append-only logs for active state — current truth replaces old truth
  • Progressive disclosure: YAML frontmatter loads first (lightweight), SKILL.md body loads when relevant, references/ load on demand

Multi-Agent Future (Paperclip)

This folder structure is designed to be one agent in a larger team. When you're ready to run multiple agents (Financial Analyst, Legal Counsel, M&A Analyst, etc.):

Paperclip (paperclip.ing) is an open-source orchestrator that coordinates agent teams. Each agent gets its own folder structure like this one, and Paperclip provides:

  • Org charts: Agents occupy roles with reporting structures
  • Heartbeat scheduling: Agents wake on a schedule, check work, act
  • Budget enforcement: Monthly token budgets per agent
  • Task delegation: Goals flow from company mission → projects → agent tasks
  • QA loops: Engineer-to-reviewer patterns prevent compounding errors

The "Memento Man" principle: agents wake up capable but with zero memory. Our heartbeat + memory + soul architecture is exactly the solution — it gives each agent the context it needs to operate effectively from a cold start.

To integrate: each department agent folder becomes a "hired employee" in Paperclip, with its CLAUDE.md as the persona prompt and skills as installed capabilities.

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