verify-with-andon

verify-with-andon is a skill for Claude Code, Codex from gulmezeren2-byte/andon. It costs 48 tokens per session (667 once invoked), scanned A, original, MIT.

A verification procedure for checking reports, spreadsheets, and summary tables whose numbers come from data.

In plain words
What is it for?
Use it after creating or editing a data-analysis result to check the source structure, headline figures, totals, percentages, derived columns, and spreadsheet integrity.
Why use it?
It catches incorrect calculations or mismatched source filters by requiring each reported number to be checked against its source and formulas before presentation.

Skill for Claude CodeCodex

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

Good fit Use it after creating or editing a data-analysis result to check the source structure, headline figures, totals, percentages, derived columns, and spreadsheet integrity.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gulmezeren2-byte/andon/verify-with-andon
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 gulmezeren2-byte/andon --skill verify-with-andon
Clone the repo
git clone --depth 1 https://github.com/gulmezeren2-byte/andon

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 verify-with-andon

README.md
[![agentmods](https://agentmods.dev/badge/skills/gulmezeren2-byte/andon/verify-with-andon/github.svg)](https://agentmods.dev/skills/gulmezeren2-byte/andon/verify-with-andon)
Your own site
<a href="https://agentmods.dev/skills/gulmezeren2-byte/andon/verify-with-andon"><img src="https://agentmods.dev/badge/skills/gulmezeren2-byte/andon/verify-with-andon/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 verify-with-andon

Your own site · 80×15
<a href="https://agentmods.dev/skills/gulmezeren2-byte/andon/verify-with-andon"><img src="https://agentmods.dev/badge/skills/gulmezeren2-byte/andon/verify-with-andon.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 667 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 $0.00048 $0.00667
Opus 5 $0.00024 $0.00333
Sonnet 5 $0.00010 $0.00133
Haiku 4.5 $0.00005 $0.00067

Measured 10d ago against content hash 1a91f35dff17, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

verify-with-andon 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 10d 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/verify-with-andon/SKILL.md · 61 lines

How it starts

The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Verify analysis with andon

You have just produced (or edited) an analysis artifact: a report workbook, a summary table, a set of claimed figures. Before presenting it, verify it with andon. The verification is deterministic arithmetic — your own confidence in the numbers is not a substitute for it.

The discipline

  1. Write the spec while the derivation is fresh. For every number you put in the artifact, you know which source rows and filters produced it. Encode exactly that as a check. If you cannot write the check, you do not actually know where the number came from — treat that as a defect in the analysis, not in the spec.

  2. Cover four layers, in this order:

    • schema.* — the assumptions about the source data (unique keys, allowed values, date continuity);
    • reconcile.* — every headline figure against the source, with the same filters you used to derive it;
    • internal.* — totals vs parts, percentages vs 100, derived columns vs their formulas;
    • excel.integrity — if the artifact is a workbook.
  3. Run and read:

    andon run andon.yaml --json
    

    Exit 0 = all pass. Exit 1 = at least one FAIL: the artifact is wrong or the spec is — find out which before touching anything else. Exit 2 = REVIEW flags: report them to the user verbatim; do not resolve them yourself. Exit 3 = nothing was verified (a check could not run, or every check was skipped): fix the spec or say plainly that the claim is unverified. Exit 4 = broken spec.

  4. Report the verdict with the artifact. Include the counts (passed/failed/review) and the honesty block's "Never read" list. A clean verdict is part of the deliverable; a dirty one is the deliverable.

Hard rules

  • Never loosen a tolerance, add a skip:, or narrow a where: to make a check pass without stating in your response exactly what you changed and why. A silently weakened spec is worse than no spec.
  • Never present a number the spec does not cover as if it were verified. Say which figures are covered and which are not.
  • If a cell read fails with "no cached value" (library-written workbook), point the check at the underlying data range instead of the formula cell.
  • Prefer failing loudly over passing quietly: when unsure between two ways to write a check, write the stricter one and let the human relax it.

Read the full file on GitHub · 61 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. 10d ago First seen · 61 lines · 48 tokens per session scan A 1a91f35dff17

Subscribe to this mod's changes

verify-with-andon is a skill published in the GitHub repository gulmezeren2-byte/andon (1 stars, last pushed 1mo ago), licensed MIT. It adds 48 tokens to every session and 667 once invoked, about $0.0002 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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