batch-optimization

batch-optimization is a skill for Claude Code, Codex from tinh2/skills-hub-registry. It costs 53 tokens per session (2,622 once invoked), scanned A, original, no licence file.

A pharmaceutical batch-production analysis guide for improving yield, tuning process settings, finding recurring deviations, and reducing production cycle time under cGMP rules. cGMP means the manufacturing practices required to keep medicines consistently safe and controlled.

In plain words
What is it for?
Use it to review batch records, analyze yield, tune process parameters, trend deviations, and investigate cycle-time reduction in pharmaceutical manufacturing.
Why use it?
It helps connect production results and process settings while keeping required manufacturing controls in view. It can reveal patterns behind low yields, longer cycles, or repeated deviations.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to review batch records, analyze yield, tune process parameters, trend deviations, and investigate cycle-time reduction in pharmaceutical manufacturing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tinh2/skills-hub-registry/batch-optimization
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 tinh2/skills-hub-registry --skill batch-optimization
Clone the repo
git clone --depth 1 https://github.com/tinh2/skills-hub-registry

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 batch-optimization

README.md
[![agentmods](https://agentmods.dev/badge/skills/tinh2/skills-hub-registry/batch-optimization.svg)](https://agentmods.dev/skills/tinh2/skills-hub-registry/batch-optimization)
Your own site
<a href="https://agentmods.dev/skills/tinh2/skills-hub-registry/batch-optimization"><img src="https://agentmods.dev/badge/skills/tinh2/skills-hub-registry/batch-optimization.svg" alt="Measured on agentmods" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,622 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 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 5.1 $0.00053 $0.02622
Opus 5 $0.00026 $0.01311
Sonnet 5 $0.00011 $0.00524
Haiku 4.5 $0.00005 $0.00262

Measured 4d ago against content hash 9831b2263da0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

batch-optimization 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 4d 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.

analysis/batch-optimization/SKILL.md · 321 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 4d ago Changed · -7 lines · -65 tokens per session 9831b2263da0
  2. 7d ago First seen · 328 lines · 118 tokens per session scan A abbe22be5776

Subscribe to this mod's changes

batch-optimization is a skill published in the GitHub repository tinh2/skills-hub-registry (15 stars, last pushed 3d ago), with no licence file. It adds 53 tokens to every session and 2,622 once invoked, about $0.0003 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 2026-08-30.

Related

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