aurora-agent: Skill for Claude Code

.agents/skills/prove-a-scanner-fires/SKILL.md

prove-a-scanner-fires is a skill for Claude Code, Codex from AURORA-NEURO/aurora-agent. It costs 89 tokens per session (2,074 once invoked), scanned A, original, Apache-2.0.

A testing practice for source-scanning tests, which are tests that read project files and search for forbidden or required text. It checks that each scanner can detect a deliberately planted violation and does not accept weaker results than the rule requires.

In plain words
What is it for?
Use it when writing or reviewing tests for citation rules, forbidden names, hardcoded values, imputation checks, or similar source-text policies.
Why use it?
A scanner that never finds a violation can pass forever even when it is broken. These checks expose scanners that do not actually open the right files or enforce the intended rule.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is AURORA-NEURO/aurora-agent's own configuration. It tells Claude Code and Codex how to work on aurora-agent itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything aurora-agent configures →

Reuse

Borrowing it

Nothing to install: this file belongs to AURORA-NEURO/aurora-agent. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/AURORA-NEURO/aurora-agent/main/.agents/skills/prove-a-scanner-fires/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/AURORA-NEURO/aurora-agent

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 prove-a-scanner-fires

README.md
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Your own site
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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 prove-a-scanner-fires

Your own site · 80×15
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Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,074 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 $0.00089 $0.02074
Opus 5 $0.00044 $0.01037
Sonnet 5 $0.00018 $0.00415
Haiku 4.5 $0.00009 $0.00207

Measured 10d ago against content hash 7814c3015bff, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

prove-a-scanner-fires 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.

.agents/skills/prove-a-scanner-fires/SKILL.md · 156 lines

How it starts

The opening of the file, as written. The whole thing — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Prove a scanner fires

Some rules cannot be carried by a type. "No file in this crate cites a module it did not implement" and "no source line names this guarded type" are properties of text, and the only way to enforce them is a test that reads the crate and greps it. This workspace has a dozen such scanners.

crates/oraclex articulated the rule they all live under:

A scanner that detects nothing is worse than no scanner. It reports a clean bill of health forever, including after the rule it checks stops being true — and the passing test is what stops anyone from looking.

A workspace audit found seven scanners across six crates with no proof they firedbioevalx, interweave, megafactory, modalities, oraclex and sweep. They all have one now. Two of them were genuinely broken, and neither would have been found by reading the code.

The four things every scanner needs

1. A planted violation, with negative cases

Name it <thing>_scanner_can_actually_see_one or the_<thing>_scanner_sees_a_planted_violation, and assert both directions in the same test. crates/oraclex/tests/hygiene.rs:

#[test]
fn the_hardcoded_constant_scanner_can_actually_see_one() {
    assert_eq!(
        numeric_constants("synthetic.rs", "const MIXTURE_FLOOR: f64 = 0.15;").len(),
        1,
        "a scanner that detects nothing is worse than no scanner"
    );
    assert!(numeric_constants("synthetic.rs", "pub const ALL: [Family; 12] = [").is_empty());
}

The negative case is not decoration. [Family; 12] is an array length and says nothing about biology; a scanner that flags it will be allowlisted into uselessness within a month. crates/bioevalx/tests/plane_and_zero.rs does the same for imputation — it fires on cell.score().unwrap_or(0.0) and on a fn score_or_zero, and deliberately does not fire on label.unwrap_or("unnamed") (a defaulted string is not an imputed score) or on a comment describing the rule.

2. Planted ids assembled from digits, never written out

Read the full file on GitHub · 156 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 · 156 lines · 89 tokens per session scan A 7814c3015bff

Subscribe to this mod's changes

prove-a-scanner-fires is a skill published in the GitHub repository AURORA-NEURO/aurora-agent (1 stars, last pushed yesterday), licensed Apache-2.0. It adds 89 tokens to every session and 2,074 once invoked, about $0.0004 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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