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.
npx skills add akiotanaka847/qaio-desktop --skill process-my-statementsgit clone --depth 1 https://github.com/akiotanaka847/qaio-desktopWrote 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.
[](https://agentmods.dev/skills/akiotanaka847/qaio-desktop/process-my-statements)<a href="https://agentmods.dev/skills/akiotanaka847/qaio-desktop/process-my-statements"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/process-my-statements/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.
<a href="https://agentmods.dev/skills/akiotanaka847/qaio-desktop/process-my-statements"><img src="https://agentmods.dev/badge/skills/akiotanaka847/qaio-desktop/process-my-statements.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00109 | $0.08195 |
| Opus 5 | $0.00055 | $0.04097 |
| Sonnet 5 | $0.00022 | $0.01639 |
| Haiku 4.5 | $0.00011 | $0.00819 |
Grade A, and why
process-my-statements 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 624 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Process My Statements
Drop a batch of PDF or CSV bank and credit-card statements and I produce a reviewed Google Sheets workbook with a formula-driven P&L. Full pipeline: extract every transaction in parallel, canonicalize parties, categorize against your locked chart of accounts, tag inter-account transfers, and write a workbook you can hand to your accountant. Suspense bucket and reconciliation warnings sit at the top — I never plug, never invent an account code, never post.
Output Target: Google Sheets via Composio
Use the Composio CLI available in PATH. All Google Sheets writes go through it.
Before any run, verify googlesheets toolkit connected:
composio execute GOOGLESHEETS_SEARCH_SPREADSHEETS -d '{"query": "", "max_results": 1}'
If returns "No active connection found for toolkit \"googlesheets\"", STOP and ask user to connect:
composio link googlesheets --no-wait
Take redirect_url from response, present to user as markdown link with #qaio_toolkit=googlesheets appended (so Qaio render connect card). Wait for approval before continuing.
Connections I need
I run external work through Composio. Before this skill runs I check that the categories below are linked. Missing → I name the category, ask you to connect it from the Integrations tab, stop.
- Google Sheets (spreadsheets) — required. The whole pipeline ends in a Google Sheets workbook with a formula-driven P&L; without it there's no output. See the "Output Target: Google Sheets via Composio" block above for the verification command and connect link.
- Stripe (billing) — optional. Pulls payouts and processor fees so they categorize cleanly when they show up in your bank feed.
If Google Sheets isn't connected I stop and ask you to connect it before doing any work.
Information I need
I read your bookkeeping context first. For every required field that's missing I ask ONE plain-language question (best modality: connected app > file drop > URL > paste) and wait.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 624 lines · 109 tokens per session scan A b49b79dec46f
process-my-statements is a skill published in the GitHub repository akiotanaka847/qaio-desktop (2 stars, last pushed 5d ago), licensed MIT. It adds 109 tokens to every session and 8,195 once invoked, about $0.0005 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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