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protein-lab: Skill for Claude Code

.claude/skills/akta-development/SKILL.md

akta-development is a skill for Claude Code from QINGMINGMIKU/protein-lab. It costs 100 tokens per session (2,450 once invoked), scanned A, original, no licence file.

A set of instructions for maintaining and extending the AKTA analysis module in the protein-lab project. AKTA is laboratory equipment and software used to analyse protein purification runs.

In plain words
What is it for?
It helps detect and display AKTA chromatogram peaks, parse Unicorn ZIP files, archive or restore experiments, render result tables, export peak data, and download plots.
Why use it?
It preserves project-specific details about data formats, interfaces, and known pitfalls so changes fit the existing module.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is QINGMINGMIKU/protein-lab's own configuration. It tells Claude Code how to work on protein-lab 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 protein-lab configures →

not rated 2repo changed 13d ago A scan 100 tokens no licence
View source ↗ QINGMINGMIKU/protein-lab
Reuse

Borrowing it

Nothing to install: this file belongs to QINGMINGMIKU/protein-lab. 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/QINGMINGMIKU/protein-lab/ReDesign/.claude/skills/akta-development/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/QINGMINGMIKU/protein-lab

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 akta-development

README.md
[![agentmods](https://agentmods.dev/badge/skills/qingmingmiku/protein-lab/akta-development/github.svg)](https://agentmods.dev/skills/qingmingmiku/protein-lab/akta-development)
Your own site
<a href="https://agentmods.dev/skills/qingmingmiku/protein-lab/akta-development"><img src="https://agentmods.dev/badge/skills/qingmingmiku/protein-lab/akta-development/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 akta-development

Your own site · 80×15
<a href="https://agentmods.dev/skills/qingmingmiku/protein-lab/akta-development"><img src="https://agentmods.dev/badge/skills/qingmingmiku/protein-lab/akta-development.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 100 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,450 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 $0.00100 $0.02450
Opus 5.5 $0.00040 $0.00980
Sonnet 5.5 $0.00020 $0.00490
Haiku 4.5 $0.00010 $0.00245

Measured 13d ago against content hash 9181a45acb79, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

akta-development 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 13d 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/skills/akta-development/SKILL.md · 79 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. 13d ago Changed 9181a45acb79
  2. 1mo ago Changed 91083c4715c6
  3. 1mo ago Changed · +2 lines 400e8e262e6e
  4. 2mo ago First seen · 77 lines · 100 tokens per session scan A 702f3478d7bf

Subscribe to this mod's changes

akta-development is a skill published in the GitHub repository QINGMINGMIKU/protein-lab (2 stars, last pushed 13d ago), with no licence file. It adds 100 tokens to every session and 2,450 once invoked, about $0.0004 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 2026-08-31.

Scientific
Related

akta-development compared with skills from other repositories

akta-development next to 6 skills from other repositories
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akta-developmentQINGMINGMIKU/protein-labSkill213d agononeA100Claude Code
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matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
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research-engineerdavila7/claude-code-templatesSkill33ktodayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8ktodayApache-2.0A205Claude Code