cryocore-heterogeneity-jury

cryocore-heterogeneity-jury is a skill for Claude Code, Codex from BioSymphony/cryocore. It costs 48 tokens per session (284 once invoked), scanned A, original, MIT.

A review guide for cryo-electron microscopy work that studies structural variation, such as different molecular states or flexible shapes in particle images.

In plain words
What is it for?
Use it when planning or reviewing cryoDRGN, RECOVAR, DynaMight, CryoSPARC 3DVA, or similar heterogeneity analyses, including particle selection and validation.
Why use it?
It helps record evidence and limitations so comparisons between analysis methods do not become unsupported biological claims.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the cryocore plugin — 7 skills shipped together

Good fit Use it when planning or reviewing cryoDRGN, RECOVAR, DynaMight, CryoSPARC 3DVA, or similar heterogeneity analyses, including particle selection and validation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/biosymphony/cryocore/cryocore-heterogeneity-jury
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 BioSymphony/cryocore --skill cryocore-heterogeneity-jury
Clone the repo
git clone --depth 1 https://github.com/BioSymphony/cryocore

Made for: Claude Code, Codex.

Or install cryocore, the plugin that ships this one along with the rest of its 7 skills.

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 cryocore-heterogeneity-jury

README.md
[![agentmods](https://agentmods.dev/badge/skills/biosymphony/cryocore/cryocore-heterogeneity-jury/github.svg)](https://agentmods.dev/skills/biosymphony/cryocore/cryocore-heterogeneity-jury)
Your own site
<a href="https://agentmods.dev/skills/biosymphony/cryocore/cryocore-heterogeneity-jury"><img src="https://agentmods.dev/badge/skills/biosymphony/cryocore/cryocore-heterogeneity-jury/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 cryocore-heterogeneity-jury

Your own site · 80×15
<a href="https://agentmods.dev/skills/biosymphony/cryocore/cryocore-heterogeneity-jury"><img src="https://agentmods.dev/badge/skills/biosymphony/cryocore/cryocore-heterogeneity-jury.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 284 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 $0.00048 $0.00284
Opus 5 $0.00024 $0.00142
Sonnet 5 $0.00010 $0.00057
Haiku 4.5 $0.00005 $0.00028

Measured 11d ago against content hash 1ce2be49b545, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

cryocore-heterogeneity-jury 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 11d 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.

skills/cryocore-heterogeneity-jury/SKILL.md · 34 lines

What it actually says

CryoCore Heterogeneity Jury

Use this skill when work involves continuous heterogeneity, discrete states, latent spaces, particle subsets, flexible fitting, or ensemble claims.

Read First

  • references/claim-levels.md
  • references/validation-gates.md
  • references/tooling-and-licensing.md

Tool Posture

  • cryoDRGN and DynaMight are planned open lanes with source-compliance tracking.
  • RECOVAR is use-context gated until exact source/package/license posture is recorded per campaign.
  • CryoSPARC 3DVA/3DFlex is runtime/license gated.
  • SOLVAR, CryoHype, CryoDyna, CryoFM-derived methods, and similar preprints are watch unless a separate audit promotes them.

Evidence Rules

  • Record input particle/map references and preprocessing provenance.
  • Record latent coordinates, state-selection rationale, particle subsets, and negative or ambiguous states.
  • Emit a disagreement matrix when multiple methods are compared.
  • Do not make biological mechanism claims without map/model validation and explicit caveats.
Files

What ships with it

5 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. 11d ago First seen · 34 lines · 48 tokens per session scan A 1ce2be49b545

Subscribe to this mod's changes

cryocore-heterogeneity-jury is a skill published in the GitHub repository BioSymphony/cryocore (5 stars, last pushed 9d ago), licensed MIT. It adds 48 tokens to every session and 284 once invoked, about $0.0002 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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