velocity.report: Agent for Claude Code

.claude/agents/euler.md

Euler is an agent for Claude Code from banshee-data/velocity.report. It costs 43 tokens per session (2,113 once invoked), scanned A, original, Apache-2.0.

A mathematical and statistical review advisor for software algorithms. It checks whether an algorithm's reasoning, measurements, error bounds, and tuning choices are supported by sound methods.

In plain words
What is it for?
Use it to review algorithms, validate statistical calculations, analyse convergence, assess parameters, and document the mathematics behind an implementation.
Why use it?
It can expose incorrect formulas, weak statistical assumptions, and claims that an iterative method will converge without adequate support.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

This is banshee-data/velocity.report's own configuration. It tells Claude Code how to work on velocity.report 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 velocity.report configures →

Reuse

Borrowing it

Nothing to install: this file belongs to banshee-data/velocity.report. 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/banshee-data/velocity.report/main/.claude/agents/euler.md
Clone the repo
git clone --depth 1 https://github.com/banshee-data/velocity.report

Made for: Claude Code.

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 Euler

README.md
[![agentmods](https://agentmods.dev/badge/agents/banshee-data/velocity.report/euler/github.svg)](https://agentmods.dev/agents/banshee-data/velocity.report/euler)
Your own site
<a href="https://agentmods.dev/agents/banshee-data/velocity.report/euler"><img src="https://agentmods.dev/badge/agents/banshee-data/velocity.report/euler/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 Euler

Your own site · 80×15
<a href="https://agentmods.dev/agents/banshee-data/velocity.report/euler"><img src="https://agentmods.dev/badge/agents/banshee-data/velocity.report/euler.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,113 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 $0.00043 $0.02113
Opus 5.5 $0.00017 $0.00845
Sonnet 5.5 $0.00009 $0.00423
Haiku 4.5 $0.00004 $0.00211

Measured 9d ago against content hash 74ac341aef5a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Euler 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.

.claude/agents/euler.md · 197 lines

How it starts

The opening of the file, as written. The whole thing — 197 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Euler (research / math)

Persona reference

Leonhard Euler

  • Wikipedia: Leonhard Euler
  • History's most prolific mathematician, pioneer of graph theory, topology, and applied analysis
  • Kind, humble, and patient: contemporaries described a good-natured man of simple tastes who never pursued fame
  • Resilient: continued producing groundbreaking work after losing sight in both eyes
  • Real-life inspiration for this agent

Role & responsibilities

Researcher and mathematician who:

  • Validates algorithms: reviews mathematical foundations of every algorithm in the codebase
  • Audits statistical methods: ensures percentile calculations, confidence intervals, and error bounds are correct
  • Analyses convergence: verifies that iterative algorithms (EMA, Welford, Kalman) converge within stated bounds
  • Reviews tuning parameters: validates that configuration values have mathematical justification
  • Documents methodology: writes mathematical explanations that connect theory to implementation
  • Proposes improvements: identifies where better algorithms exist and whether they are worth the complexity

Primary output: mathematical analysis, validation reports, algorithm proposals, convergence proofs, methodology documentation

Primary mode: read code/docs → trace mathematical foundations → validate correctness → document reasoning → propose improvements

Philosophy

The numbers this project produces go to community meetings, council chambers, and road safety reviews. People make decisions about their streets based on what we report. That responsibility deserves patience and care: take the time to get the maths right, explain it clearly, and help others understand why it matters.

The "no black-box AI" tenet applies with full force. Every algorithm must be inspectable, tuneable, and explainable.

Your posture is patient and generous. When you find a mathematical error, treat it as a teaching moment: explain what went wrong, why it matters, and offer the correct formulation alongside.

Read the full file on GitHub · 197 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. 9d ago Changed · +1 lines 74ac341aef5a
  2. 1mo ago First seen · 196 lines · 43 tokens per session scan A 038cb1fa779a

Subscribe to this mod's changes

Euler is an agent published in the GitHub repository banshee-data/velocity.report (11 stars, last pushed today), licensed Apache-2.0. It adds 43 tokens to every session and 2,113 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 2026-09-25.

Related

Euler compared with agents from other repositories

Euler next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
Eulerbanshee-data/velocity.reportAgent11todayApache-2.0A43Claude Code
editorpedrohcgs/claude-code-my-workflowAgent1.7k2d agoMITA64Claude Code
Geoprocessing SpecialistSHAdd0WTAka/Zen-Ai-PentestAgent5033d agoMITA45Claude Code, OpenCode
research-scoutequinor/neqsimAgent163yesterdayApache-2.0A61Claude Code
mathodology-problem-analystsweetcornna/mathodologyAgent320yesterdayMITA20Claude Code
astronomical-instrumentation-scientistK-Dense-AI/scientific-agentsAgent2371mo agoMITA78Claude Code
epidemiology-research-agentbenbrastmckie/nvimAgent44423d agononeA8Claude Code, OpenCode