cecl-quarter-close

cecl-quarter-close is a skill for Claude Code, Codex from PostOakLabs/ainumbers. It costs 40 tokens per session (496 once invoked), scanned A, original, MIT.

A quarter-end workflow for CECL, the accounting method used by US lenders to estimate expected credit losses. It runs an allowance calculation on a synthetic loan file, verifies its output, and compares a local run with a published worker.

In plain words
What is it for?
Use it to dry-run and execute a CECL allowance pack, inspect step results, verify the run, compare calculation hashes, and prepare a close note.
Why use it?
It gives controllers a repeatable way to check that the allowance calculation came from the expected workflow and has not changed unexpectedly. Keeping the main run local also keeps the loan data on the machine.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to dry-run and execute a CECL allowance pack, inspect step results, verify the run, compare calculation hashes, and prepare a close note.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/postoaklabs/ainumbers/cecl-quarter-close
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 PostOakLabs/ainumbers --skill cecl-quarter-close
Clone the repo
git clone --depth 1 https://github.com/PostOakLabs/ainumbers

Made for: Claude Code, Codex.

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 cecl-quarter-close

README.md
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Your own site
<a href="https://agentmods.dev/skills/postoaklabs/ainumbers/cecl-quarter-close"><img src="https://agentmods.dev/badge/skills/postoaklabs/ainumbers/cecl-quarter-close/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 cecl-quarter-close

Your own site · 80×15
<a href="https://agentmods.dev/skills/postoaklabs/ainumbers/cecl-quarter-close"><img src="https://agentmods.dev/badge/skills/postoaklabs/ainumbers/cecl-quarter-close.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 496 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 $0.00040 $0.00496
Opus 5.5 $0.00016 $0.00198
Sonnet 5.5 $0.00008 $0.00099
Haiku 4.5 $0.00004 $0.00050

Measured 15d ago against content hash e735fe66270b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cecl-quarter-close 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.

skills/cecl-quarter-close/SKILL.md · 39 lines

What it actually says

CECL quarter close

Close the CECL quarter locally with helmd and prove the allowance rollforward.

Prompt

Close the quarter's CECL allowance where the numbers never leave your machine.

  1. helmd catalog.search for the CECL allowance pack; record the workflow id and manifest digest.
  2. helmd workflow.dry_run the pack against this quarter's synthetic loan tape. Fix any gate failure before the real run.
  3. helmd workflow.run the pack. Poll helmd artifact.get for the execution_hash and per-step digests.
  4. helmd artifact.verify the run against the manifest digest. State pass/fail.
  5. Cross-check one number on the public worker: find_tool for the allowance or amortization tool, run the same rollforward input remotely, and compare hashes. If they differ, your local pack and the published kernel have drifted; quote both.
  6. build_session_receipt over the local run and the remote cross-check; give me the ledger link.
  7. Write the close note for the controller: the allowance figure, the manifest digest it came from, the cross-check result, and the ledger link. 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

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. 15d ago Changed e735fe66270b
  2. 19d ago First seen · 39 lines · 40 tokens per session scan A 92074c3b2d35

Subscribe to this mod's changes

cecl-quarter-close is a skill published in the GitHub repository PostOakLabs/ainumbers (11 stars, last pushed yesterday), licensed MIT. It adds 40 tokens to every session and 496 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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