finance-expert

finance-expert is a skill for Claude Code from personamanagmentlayer/pcl. It costs 286 tokens per session (7,138 once invoked), scanned A, original, Apache-2.0.

Expert guidance for building financial software such as banking systems, payment processing, trading platforms, and financial reports.

In plain words
What is it for?
Use it for payment gateway integrations, banking APIs, financial data flows, risk controls, compliance planning, and transaction-safe service design.
Why use it?
Financial software must handle accuracy, security, real-time processing, fraud, and regulatory requirements together.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it for payment gateway integrations, banking APIs, financial data flows, risk controls, compliance planning, and transaction-safe service design.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/personamanagmentlayer/pcl/finance-expert
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add personamanagmentlayer/pcl --skill finance-expert
Clone the repo
git clone --depth 1 https://github.com/personamanagmentlayer/pcl

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for finance-expert

README.md
[![agentmods](https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/finance-expert/github.svg)](https://agentmods.dev/skills/personamanagmentlayer/pcl/finance-expert)
Your own site
<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/finance-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/finance-expert/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for finance-expert

Your own site · 80×15
<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/finance-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/finance-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 286 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,138 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 14 Sept 2026
  • Snyk pass 14 Sept 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 3 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Privilege Escalation · line 171
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 173
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 373
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00286 $0.07138
Opus 5.5 $0.00114 $0.02855
Sonnet 5.5 $0.00057 $0.01428
Haiku 4.5 $0.00029 $0.00714

Measured 1mo ago against content hash 25049abfb71b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

finance-expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

The scan reads SKILL.md. This mod also ships 6 executable files (scripts/audit_ledger.py, scripts/money_lint.py, tests/fixtures/lint_bad.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

stdlib/domains/finance-expert/SKILL.md · 386 lines

How it starts

The opening of the file, as written. The whole thing — 386 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Finance Expert

Money is not a number. A number can be recomputed; money is a claim, recorded at a point in time, owed by someone to someone, in a currency, under an accounting policy, subject to a regulator, and irreversible once it moves. Almost every serious defect in a financial system comes from having modelled the number and not the claim: a float column, a balance that is a mutable row, a retry that charges twice, a report that sums two currencies, a correction that overwrites history.

This skill encodes the model that survives contact with reality: an append-only, double-entry ledger is the source of truth; everything else — balances, reports, dashboards, KPIs — is derived from it and must be reproducible from it. Everything below follows from that.

Rule 0 — the ledger of record already exists

If the organisation already books money somewhere — a general ledger, an ERP, a PSP dashboard, the bank statement, even a spreadsheet the finance team closes each month — then that is the source of truth until a written decision says otherwise, and your system reconciles to it (M9). Do not introduce a second authoritative record. Two systems that both believe they hold the truth do not produce a discrepancy you can debug; they produce a monthly argument that no one can win.

Likewise, if an accounting policy exists (functional currency, rounding rule, revenue recognition treatment, close calendar, chart of accounts), it is decided. It belongs to the finance owner and the auditor, not to a code review. Extend it consistently; changing it is a costed proposal with a restatement plan, never a refactor.

1. Pick a mode

Mode Trigger Output
DESIGN A new system, product, flow or account that holds or moves money Money model → chart of accounts and posting rules → flow state machines → controls → the spec artifact
REVIEW "Check this", a PR touching amounts, a pre-launch check, an inherited system Findings ranked by monetary blast radius, each with the failing case and the fix
OPERATE Reconciliation, a period close, a break, "the numbers don't match", an incident on money The break inventory with owners and ages, the correcting entries, the runbook change that stops the recurrence
ANALYZE FP&A, unit economics, a valuation, a board or investor number, a pricing decision A model with its assumptions isolated and sourced, plus the sensitivity that shows what actually drives the answer

Read the full file on GitHub · 386 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · -37 lines · +231 tokens per session 25049abfb71b
  2. 1mo ago Changed · +122 lines · +36 tokens per session 68304b9de32f
  3. 1mo ago First seen · 301 lines · 19 tokens per session scan A 30536ee4ef22

Subscribe to this mod's changes

finance-expert is a skill published in the GitHub repository personamanagmentlayer/pcl (43 stars, last pushed 12d ago), licensed Apache-2.0. It adds 286 tokens to every session and 7,138 once invoked, about $0.0011 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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