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 PostOakLabs/ainumbers --skill cbam-import-liabilitygit clone --depth 1 https://github.com/PostOakLabs/ainumbersWrote 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/postoaklabs/ainumbers/cbam-import-liability)<a href="https://agentmods.dev/skills/postoaklabs/ainumbers/cbam-import-liability"><img src="https://agentmods.dev/badge/skills/postoaklabs/ainumbers/cbam-import-liability/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/postoaklabs/ainumbers/cbam-import-liability"><img src="https://agentmods.dev/badge/skills/postoaklabs/ainumbers/cbam-import-liability.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 | $0.00048 | $0.00545 |
| Opus 5.5 | $0.00019 | $0.00218 |
| Sonnet 5.5 | $0.00010 | $0.00109 |
| Haiku 4.5 | $0.00005 | $0.00055 |
Grade A, and why
cbam-import-liability 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 15d 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.
What it actually says
CBAM import liability
Resolve CBAM default values, aggregate precursors, and price certificates for this import schedule.
Prompt
Price one import schedule's CBAM exposure with every number re-computable.
- List the synthetic import schedule: goods, CN codes, origin, quantities, per quarter.
- Call resolve_cbam_default_value per good. Record the default embedded-emissions values used where no actuals exist.
- Call aggregate_cbam_precursor_emissions for goods with precursor inputs. Record the aggregated values.
- Call calculate_cbam_embedded_emissions per line. Record the totals.
- Call model_cbam_certificate_cost across the schedule with this quarter's certificate price and the free-allocation phase-down. Record the cost range.
- Call score_taxonomy_alignment for the optional alignment KPI. Record the score.
- build_session_receipt over the runs; give me the ledger link.
- Write the note for the sustainability lead: the cost range, which lines drove it, the default-versus-actuals mix, and the ledger link, so the numbers survive a supplier sending better data (re-run and the receipt updates). Call shape: every ChainGraph node tool takes its arguments nested under one wrapper object, e.g. {"policy_parameters": { ... }}; flat arguments are discarded by schema validation. If a named tool is not in your tool list, call call_tool with { "name": "", "arguments": { … } }. It runs the same validation and returns the same receipt.
How to run
Connect an MCP-capable host to https://mcp.ainumbers.co/mcp, then give the prompt above to the assistant.
Use synthetic inputs only. Never paste personal or production data.
Verify what came back
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.
- 15d ago Changed 100f989aa0c0
- 19d ago First seen · 41 lines · 48 tokens per session scan A b890a751672b
cbam-import-liability is a skill published in the GitHub repository PostOakLabs/ainumbers (11 stars, last pushed yesterday), licensed MIT. It adds 48 tokens to every session and 545 once invoked, about $0.0002 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 2026-09-27.
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