What is bioskills-phenotyping?

A method for assigning cell types to individual cells measured by imaging mass cytometry, an imaging technique that records many protein markers in tissue. It uses clustering, manual marker rules, or supervised classification.

It is for identifying cell types in imaging mass cytometry data using Leiden clustering, manual gating, or self-organising-map or supervised methods.

It helps turn protein measurements from segmented cells into biologically meaningful cell-type labels. The description does not specify further problems it removes.

bioskills-phenotyping — Skill for OpenCode by ai4nucleome/BioMaster

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 ai4nucleome/BioMaster --skill bioskills-phenotyping

Clone the repo

git clone --depth 1 https://github.com/ai4nucleome/BioMaster

Made for: OpenCode.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/ai4nucleome/biomaster/bioskills-phenotyping/github.svg)](https://agentmods.dev/skills/ai4nucleome/biomaster/bioskills-phenotyping)

Your own site

<a href="https://agentmods.dev/skills/ai4nucleome/biomaster/bioskills-phenotyping"><img src="https://agentmods.dev/badge/skills/ai4nucleome/biomaster/bioskills-phenotyping/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/ai4nucleome/biomaster/bioskills-phenotyping"><img src="https://agentmods.dev/badge/skills/ai4nucleome/biomaster/bioskills-phenotyping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 197 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.

Model	Per session	Once invoked
Fable 5.1	$0.00033	$0.00197
Opus 5.5	$0.00013	$0.00079
Sonnet 5.5	$0.00007	$0.00039
Haiku 4.5	$0.00003	$0.00020

Measured 2mo ago against content hash 05a62728b263, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

bioskills-phenotyping 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 2mo 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.

.opencode/bioskills/bioskills-phenotyping/SKILL.md · 15 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

3 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.

2mo ago First seen · 15 lines · 33 tokens per session scan A 05a62728b263

Subscribe to this mod's changes

bioskills-phenotyping is a skill published in the GitHub repository ai4nucleome/BioMaster (118 stars, last pushed 3mo ago), with no licence file. It adds 33 tokens to every session and 197 once invoked, about $0.0001 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 2026-08-30.

Scientific

bioskills-phenotyping next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
bioskills-phenotypingai4nucleome/BioMaster	Skill	118	3mo ago	none	A	33	OpenCode
instrument-data-to-allotropeanthropics/knowledge-work-plugins	Skill	35k	2d ago	Apache-2.0	A	123	Claude Code
matlabK-Dense-AI/scientific-agent-skills	Skill	56k	6d ago	MIT	A	44	Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skills	Skill	56k	6d ago	MIT	A	83	Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skills	Skill	56k	6d ago	MIT	A	71	Claude Code, Codex
research-engineerdavila7/claude-code-templates	Skill	33k	today	MIT	A	43	Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmed	Skill	5.8k	today	Apache-2.0	A	205	Claude Code