extract

extract is a skill for Claude Code from cynco-labs/ai-accounting-skills. It costs 10 tokens per session (136 once invoked), scanned A, original, MIT.

A shorthand command for extracting transaction lines from bank statements into accounting workpapers. It prefers CSV files and includes a specific adapter for Maybank Islamic PDF statements.

In plain words
What is it for?
Extracting bank transactions, creating `workpapers/transactions.json` and optionally an Excel file, updating the source register, and handling supported Maybank Islamic PDFs.
Why use it?
It turns bank statement sources into structured transaction data and reports when account balances do not reconcile. People still review classifications that need confirmation.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the accounting-engagement plugin — 45 skills shipped together

Good fit Extracting bank transactions, creating workpapers/transactions.json and optionally an Excel file, updating the source register, and handling supported Maybank Islamic PDFs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cynco-labs/ai-accounting-skills/extract
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 cynco-labs/ai-accounting-skills --skill extract
Clone the repo
git clone --depth 1 https://github.com/cynco-labs/ai-accounting-skills

Made for: Claude Code.

Or install accounting-engagement, the plugin that ships this one along with the rest of its 45 skills.

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 extract

README.md
[![agentmods](https://agentmods.dev/badge/skills/cynco-labs/ai-accounting-skills/extract/github.svg)](https://agentmods.dev/skills/cynco-labs/ai-accounting-skills/extract)
Your own site
<a href="https://agentmods.dev/skills/cynco-labs/ai-accounting-skills/extract"><img src="https://agentmods.dev/badge/skills/cynco-labs/ai-accounting-skills/extract/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 extract

Your own site · 80×15
<a href="https://agentmods.dev/skills/cynco-labs/ai-accounting-skills/extract"><img src="https://agentmods.dev/badge/skills/cynco-labs/ai-accounting-skills/extract.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 10 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 136 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.
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 $0.00010 $0.00136
Opus 5 $0.00005 $0.00068
Sonnet 5 $0.00002 $0.00027
Haiku 4.5 $0.00001 $0.00014

Measured 12d ago against content hash 32cc119c07ee, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

extract 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 12d ago.

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.

accounting-engagement/skills/extract/SKILL.md · 20 lines

What it actually says

/extract

Short name for bank / source extraction.

Do this

  1. Load and execute extract-bank-statement
    (bookkeeping-accounting/skills/extract-bank-statement/SKILL.md).
  2. Prefer CSV; use Maybank adapter for Maybank Islamic PDFs; fail loud on balance breaks.
  3. Write workpapers/transactions.json (+ xlsx if requested) and update source register.

Done when: extract skill Done when is met.

See shared/slash-surface.md.

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. 12d ago First seen · 20 lines · 10 tokens per session scan A 32cc119c07ee

Subscribe to this mod's changes

extract is a skill published in the GitHub repository cynco-labs/ai-accounting-skills (3 stars, last pushed 2mo ago), licensed MIT. It adds 10 tokens to every session and 136 once invoked, about $0.0001 per session on Opus 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 2026-08-31.

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