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Double Entry Ledger Fintech Expert

Community
roedyrustam
double-entry-ledger-fintech-expert

Immutable double-entry ledgers, TigerBeetle, and balance reconciliation / Buku besar double-entry permanen, TigerBeetle, dan rekonsiliasi saldo.

Overview

Publisherroedyrustam
Repositoryvibes-plug
Skill namedouble-entry-ledger-fintech-expert
Stars
117
Forks
27
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by roedyrustam on GitHub. Read the source before you install it.

Installation

Install the Double Entry Ledger Fintech Expert AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/roedyrustam/vibes-plug/tree/main/skills/double-entry-ledger-fintech-expert
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/roedyrustam/vibes-plug.git /tmp/vibes-plug
mkdir -p .claude/skills
cp -r /tmp/vibes-plug/skills/double-entry-ledger-fintech-expert .claude/skills/double-entry-ledger-fintech-expert
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Double Entry Ledger Fintech Expert in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Double Entry Ledger Fintech Expert on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Double Entry Ledger Fintech Expert is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Double-Entry Ledger & FinTech Core Accounting Expert (2026 Edition)

English | Bahasa Indonesia


English

Orchestration & Integration

  • Payment Gateways & Settlement: doku-payment-gateway, payment-gateway-expert, saas-billing, agentic-m2m-settlement, agentic-micro-economy-architect
  • Database & Concurrency Locks: database-orm-expert, supabase-security-expert
  • Formal Verification & Security: formal-spec-z3-verifier, zero-trust-secret-vault, anti-slop
  • Lifecycle & Governance: brainstorming, zero-to-prod-orchestrator, session-memory-manager

Description

Mission-critical financial engineering guide for designing immutable Double-Entry Accounting Ledgers. Never track money using a mutable users.balance = users.balance - 100 column alone. Covers append-only journal entries, zero-sum balanced postings ($\sum \text{Debits} = \sum \text{Credits}$), two-phase pending/posted escrow holds, TigerBeetle high-throughput financial accounting, integer minor-unit arithmetic (BIGINT), and daily webhook-to-ledger reconciliation.

Trigger Conditions

  • Building digital wallets, marketplace escrow systems, split payouts, or M2M agent clearing houses.
  • Recording payment gateway webhooks (DOKU SNAP BI, Stripe, Xendit) into an auditable internal ledger.
  • Implementing two-phase authorization holds (pending balance vs available balance).
  • Preventing floating-point rounding bugs (0.1 + 0.2 !== 0.3) and race-condition double-spends.

Core Ledger Invariants

InvariantMathematical / Architectural RuleEnforcement Mechanism
I-01: Zero-Sum ConservationEvery transaction must contain $\ge 2$ postings where $\sum \text{debits} - \sum \text{credits} = 0$.Database trigger + application transaction check
I-02: Strict Immutabilityledger_transactions and ledger_entries are strictly append-only (INSERT only). Corrections require a compensating reversal entry.PostgreSQL BEFORE UPDATE OR DELETE trigger raising exception
I-03: Integer Minor UnitsStore all monetary values as BIGINT in minor units (e.g., IDR sen/rupiah, USD cents). FLOAT/DOUBLE are strictly forbidden.BIGINT NOT NULL CHECK (amount_minor > 0)
I-04: Canonical Lock OrderingLock accounts in deterministic ascending UUID order (ORDER BY id ASC FOR UPDATE) to eliminate AB-BA database deadlocks.Sorted SELECT ... FOR UPDATE query

Core Implementation Patterns

1. PostgreSQL Immutable Double-Entry DDL Schema
sql
CREATE TABLE IF NOT EXISTS ledger_accounts (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  tenant_id UUID NOT NULL,
  code VARCHAR(64) NOT NULL,
  name VARCHAR(128) NOT NULL,
  normal_balance VARCHAR(6) NOT NULL CHECK (normal_balance IN ('DEBIT', 'CREDIT')),
  currency CHAR(3) NOT NULL DEFAULT 'IDR',
  posted_balance_minor BIGINT NOT NULL DEFAULT 0,
  pending_hold_minor BIGINT NOT NULL DEFAULT 0,
  created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
  UNIQUE (tenant_id, code)
);

CREATE INDEX IF NOT EXISTS idx_ledger_accounts_tenant ON ledger_accounts(tenant_id);

CREATE TABLE IF NOT EXISTS ledger_journals (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  tenant_id UUID NOT NULL,
  idempotency_key VARCHAR(128) UNIQUE NOT NULL,
  reference_type VARCHAR(64) NOT NULL,
  reference_id VARCHAR(128) NOT NULL,
  description TEXT NOT NULL,
  created_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
);

CREATE TABLE IF NOT EXISTS ledger_postings (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  journal_id UUID NOT NULL REFERENCES ledger_journals(id) ON DELETE RESTRICT,
  account_id UUID NOT NULL REFERENCES ledger_accounts(id) ON DELETE RESTRICT,
  direction VARCHAR(6) NOT NULL CHECK (direction IN ('DEBIT', 'CREDIT')),
  amount_minor BIGINT NOT NULL CHECK (amount_minor > 0),
  created_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
);

CREATE INDEX IF NOT EXISTS idx_ledger_postings_journal ON ledger_postings(journal_id);
CREATE INDEX IF NOT EXISTS idx_ledger_postings_account ON ledger_postings(account_id);

2. Deadlock-Free Atomic Journal Posting Engine (TypeScript)
typescript
// src/ledger/post-journal.ts
export interface PostingLine {
  accountId: string;
  direction: 'DEBIT' | 'CREDIT';
  amountMinor: bigint;
}

export interface JournalCommand {
  tenantId: string;
  idempotencyKey: string;
  referenceType: 'DOKU_SETTLEMENT' | 'WALLET_TRANSFER' | 'REFUND_REVERSAL';
  referenceId: string;
  description: string;
  postings: readonly PostingLine[];
}

export function validateBalancedJournal(postings: readonly PostingLine[]): void {
  if (postings.length < 2) {
    throw new Error('[Ledger] A double-entry journal requires at least 2 postings');
  }

  let totalDebits = 0n;
  let totalCredits = 0n;

  for (const line of postings) {
    if (line.amountMinor <= 0n) {
      throw new Error(`[Ledger] Posting amount for account ${line.accountId} must be > 0`);
    }
    if (line.direction === 'DEBIT') {
      totalDebits += line.amountMinor;
    } else {
      totalCredits += line.amountMinor;
    }
  }

  if (totalDebits !== totalCredits) {
    throw new Error(
      `[Ledger] Unbalanced journal rejected: debits (${totalDebits}) !== credits (${totalCredits})`
    );
  }
}

export function getCanonicalLockOrder(postings: readonly PostingLine[]): string[] {
  return [...new Set(postings.map((p) => p.accountId))].sort((a, b) => a.localeCompare(b));
}

3. Two-Phase Authorization Hold & TigerBeetle Transfer Adapter (TypeScript)

Financial workflows (escrow, pre-authorization, agent budget limits) require two-phase settlement (PENDING hold $\rightarrow$ POSTED capture or VOID release):

typescript
// src/ledger/tigerbeetle-two-phase.ts
export interface TigerBeetleTransfer {
  id: bigint;
  debitAccountId: bigint;
  creditAccountId: bigint;
  amountMinor: bigint;
  pendingId?: bigint;
  flags: {
    pending: boolean;
    postPendingTransfer: boolean;
    voidPendingTransfer: boolean;
  };
  timeoutSeconds?: number;
}

export class TigerBeetleLedgerAdapter {
  private readonly clusterId: bigint;
  private readonly replicaAddresses: readonly string[];

  constructor(clusterId: bigint, replicaAddresses: readonly string[]) {
    this.clusterId = clusterId;
    this.replicaAddresses = replicaAddresses;
  }

  public createAuthorizationHold(params: {
    transferId: bigint;
    debitAccountId: bigint;
    creditEscrowAccountId: bigint;
    amountMinor: bigint;
    timeoutSeconds: number;
  }): TigerBeetleTransfer {
    if (params.amountMinor <= 0n) {
      throw new Error('[TigerBeetle] Hold amount must be strictly positive');
    }

    return {
      id: params.transferId,
      debitAccountId: params.debitAccountId,
      creditAccountId: params.creditEscrowAccountId,
      amountMinor: params.amountMinor,
      flags: {
        pending: true,
        postPendingTransfer: false,
        voidPendingTransfer: false,
      },
      timeoutSeconds: params.timeoutSeconds,
    };
  }

  public capturePendingHold(params: {
    transferId: bigint;
    pendingTransferId: bigint;
    captureAmountMinor: bigint;
  }): TigerBeetleTransfer {
    return {
      id: params.transferId,
      debitAccountId: 0n,
      creditAccountId: 0n,
      amountMinor: params.captureAmountMinor,
      pendingId: params.pendingTransferId,
      flags: {
        pending: false,
        postPendingTransfer: true,
        voidPendingTransfer: false,
      },
    };
  }

  public voidPendingHold(params: {
    transferId: bigint;
    pendingTransferId: bigint;
  }): TigerBeetleTransfer {
    return {
      id: params.transferId,
      debitAccountId: 0n,
      creditAccountId: 0n,
      amountMinor: 0n,
      pendingId: params.pendingTransferId,
      flags: {
        pending: false,
        postPendingTransfer: false,
        voidPendingTransfer: true,
      },
    };
  }
}

Verification Checklist

  • Every financial mutation validates $\sum \text{Debits} = \sum \text{Credits}$ before committing.
  • ledger_journals and ledger_postings disallow UPDATE and DELETE operations; refunds create compensating reversal journals.
  • Multi-account transfers lock ledger_accounts in ascending UUID order to guarantee zero deadlocks.
  • Available balance is computed as posted_balance_minor - pending_hold_minor with non-negative check constraints for customer liability accounts.

Sovereign Execution, Token Efficiency & Invariants

DimensionSovereign Mandate & Deterministic Contract
Frontier Model CascadeMedium / High (Gemini 4 Argon, GPT-5.6 Sol Medium, Claude Sonnet 5.5 High)
Availability FallbackGemini 4 Argon/Pro -> Gemini 3.8 Flash; Claude Opus 5.5 -> Claude Opus 4.6 (Zero unhandled missing-model errors)
KV-Cache & Token ProtocolPin static instructions & schemas at prompt prefix (kv-cache-prefix-optimizer); pass surgical CONTEXT_MAP.md slices (<250 tokens/call) during Swarm Fan-Out
SaaT CLI & MCP DispatchCLI: vibes skill exec double-entry-ledger-fintech-expert <audit|eval|verify|generate|blueprint> / MCP: vibes_skill_dispatch, vibes_eval_sql, vibes_verify_invariants, vibes_verify_gate
NFR & Anti-Slop InvariantsP99 Query Latency < 15ms, 100% Row Level Security (RLS) coverage on multi-tenant tables, explicit B-Tree indexes on all Foreign Keys; 100% complete zero-placeholder output verified via node scripts/check-anti-slop.js --strict


Bahasa Indonesia

Integrasi Orkestrasi

  • Payment Gateway & Settlement: doku-payment-gateway, payment-gateway-expert, saas-billing, agentic-m2m-settlement, agentic-micro-economy-architect
  • Database & Penguncian Konkurensi: database-orm-expert, supabase-security-expert
  • Verifikasi Formal & Keamanan: formal-spec-z3-verifier, zero-trust-secret-vault, anti-slop
  • Siklus Hidup & Tata Kelola: brainstorming, zero-to-prod-orchestrator, session-memory-manager

Deskripsi

Panduan rekayasa finansial kritis untuk merancang buku besar akuntansi Double-Entry yang tidak dapat diubah (immutable). Mencakup pencatatan jurnal append-only, keseimbangan nol ($\sum \text{Debit} = \sum \text{Kredit}$), penahanan saldo dua fase (pending/escrow holds), aritmetika integer satuan terkecil (BIGINT), dan urutan penguncian akun kanonis bebas deadlock.

4 Invarian Buku Besar (Ledger Invariants)

  1. Hukum Kekekalan Saldo ($\sum \text{Debit} = \sum \text{Kredit}$): Setiap transaksi jurnal wajib memiliki minimal 2 baris posting dengan total debit sama persis dengan total kredit.
  2. Imutabilitas Mutlak (Append-Only): Tabel jurnal dan posting dilarang di-UPDATE atau di-DELETE. Koreksi atau refund wajib dilakukan melalui jurnal pembalik (compensating entry).
  3. Satuan Terkecil Integer (BIGINT): Dilarang menggunakan FLOAT atau DOUBLE untuk uang.
  4. Urutan Kunci Kanonis: Kunci baris akun menggunakan ORDER BY id ASC FOR UPDATE untuk mencegah deadlock saat dua transfer saling bersilangan.

Daftar Periksa Verifikasi (Checklist)

  • Setiap mutasi keuangan memvalidasi $\sum \text{Debit} = \sum \text{Kredit}$ sebelum komit.
  • Tabel jurnal dan posting bersifat append-only dengan idempotency_key unik.
  • Penguncian multi-akun selalu diurutkan berdasarkan UUID secara menaik (ASC).

Matriks Eksekusi Berdaulat, Efisiensi Token & Invarian

DimensiMandat Berdaulat & Kontrak Deterministik
Kaskade Model FrontierMedium / High (Gemini 4 Argon, GPT-5.6 Sol Medium, Claude Sonnet 5.5 High)
Invarian Fallback KetersediaanGemini 4 Argon/Pro -> Gemini 3.8 Flash; Claude Opus 5.5 -> Claude Opus 4.6 (Bebas gagal saat model belum tersedia/kuota penuh)
Protokol Hemat Token & KV-CacheKunci instruksi & skema statis di prefix awal (kv-cache-prefix-optimizer); kirim potongan CONTEXT_MAP.md (<250 token/panggilan) saat Fan-Out
Eksekusi SaaT CLI & MCPCLI: vibes skill exec double-entry-ledger-fintech-expert <audit|eval|verify|generate|blueprint> / MCP: vibes_skill_dispatch, vibes_eval_sql, vibes_verify_invariants, vibes_verify_gate
Invarian NFR & Anti-SlopLatensi Query P99 < 15ms, cakupan Row Level Security (RLS) 100% pada tabel multi-tenant, indeks B-Tree eksplisit pada seluruh Foreign Key; kode 100% tuntas tanpa placeholder diverifikasi melalui node scripts/check-anti-slop.js --strict

Frequently asked questions

What does the Double Entry Ledger Fintech Expert AI skill do?

Immutable double-entry ledgers, TigerBeetle, and balance reconciliation / Buku besar double-entry permanen, TigerBeetle, dan rekonsiliasi saldo.

Why use Double Entry Ledger Fintech Expert on TypingMind?

Because you install it once and use it with any model. Double Entry Ledger Fintech Expert is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Double Entry Ledger Fintech Expert in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/roedyrustam/vibes-plug/tree/main/skills/double-entry-ledger-fintech-expert. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Double Entry Ledger Fintech Expert?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Double Entry Ledger Fintech Expert?

As many as you like. As long as a model supports skills, you can use Double Entry Ledger Fintech Expert with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Double Entry Ledger Fintech Expert AI skill free?

Yes. It is published on GitHub by roedyrustam under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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