optimize-report

optimize-report is a skill for Claude Code, Codex from TaoELi/FermiLink. It costs 73 tokens per session (2,211 once invoked), scanned A, original, AGPL-3.0.

A report-building tool for completed fermilink optimization workspaces. It creates plots, reStructuredText pages, a contract, and pages for each accepted change; reStructuredText is a plain-text format used to build documentation with Sphinx.

In plain words
What is it for?
Use it to visualize results, export reports from a .fermilink-optimize directory, or prepare content for the Project Optimization website.
Why use it?
It turns optimization results into organized material that can be published or reviewed without assembling each report part by hand.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/taoeli/fermilink/optimize-report
Any agent
npx skills add TaoELi/FermiLink --skill optimize-report
Clone the repo
git clone --depth 1 https://github.com/TaoELi/FermiLink

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 optimize-report

README.md
[![agentmods](https://agentmods.dev/badge/skills/taoeli/fermilink/optimize-report.svg)](https://agentmods.dev/skills/taoeli/fermilink/optimize-report)
Your own site
<a href="https://agentmods.dev/skills/taoeli/fermilink/optimize-report"><img src="https://agentmods.dev/badge/skills/taoeli/fermilink/optimize-report.svg" alt="Measured on agentmods" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,211 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00073 $0.02211
Opus 5 $0.00036 $0.01105
Sonnet 5 $0.00015 $0.00442
Haiku 4.5 $0.00007 $0.00221

Measured 5d ago against content hash de5b1571c1be, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

optimize-report 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 5d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (assets/build_report.py, assets/plot_optimize.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/optimize-report/SKILL.md · 180 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 5d ago First seen · 180 lines · 73 tokens per session scan A de5b1571c1be

Subscribe to this mod's changes

optimize-report is a skill published in the GitHub repository TaoELi/FermiLink (10 stars, last pushed 2d ago), licensed AGPL-3.0. It adds 73 tokens to every session and 2,211 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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