cryocore-run-closeout

cryocore-run-closeout is a skill for Claude Code, Codex from BioSymphony/cryocore. It costs 35 tokens per session (314 once invoked), scanned A, original, MIT.

A closeout checklist for CryoCore runs using cloud, HPC, or provider services to process cryo-electron microscopy data.

In plain words
What is it for?
Use it to verify artifacts, hashes, validation records, tool versions, provider records, costs, cleanup, and the final outcome of a long-running cryo-EM workflow.
Why use it?
It helps distinguish a genuinely completed scientific run from one with missing files, weak validation, untracked costs, or incomplete cleanup.

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 to verify artifacts, hashes, validation records, tool versions, provider records, costs, cleanup, and the final outcome of a long-running cryo-EM workflow.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/biosymphony/cryocore/cryocore-run-closeout
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-run-closeout
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-run-closeout

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/biosymphony/cryocore/cryocore-run-closeout"><img src="https://agentmods.dev/badge/skills/biosymphony/cryocore/cryocore-run-closeout.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 314 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 $0.00035 $0.00314
Opus 5 $0.00017 $0.00157
Sonnet 5 $0.00007 $0.00063
Haiku 4.5 $0.00003 $0.00031

Measured 9d ago against content hash 128b95ae69fe, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

cryocore-run-closeout 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 9d 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-run-closeout/SKILL.md · 46 lines

What it actually says

CryoCore Run Closeout

Scientific success requires fetched artifacts, hashes, validation outputs, cost records, cleanup proof, and a claim ledger that joins everything back to the declared inputs. Use this skill for any closeout that mentions RunPod, AWS, SSH/HPC, remote execution, paid compute, or long-running cryo-EM processing.

Read First

  • references/no-false-success-hardening.md
  • references/validation-gates.md
  • references/structure-dossier.v1.json
  • the launch manifest
  • the stage contract

Required Evidence

  • validation/input-audit.json
  • stage-progress.jsonl
  • validation/stage-contract-check.json
  • validation/contract-self-check.json
  • artifact index with hashes
  • tool versions manifest (such as validation/versions.json) joining exact tool versions to the artifacts they produced
  • provider run record
  • cost report when paid compute was used
  • cleanup proof when temporary provider resources were created

Outcome Labels

Final closeout must classify the run as one of:

  • success
  • partial
  • degraded
  • blocked
  • failed

Use partial or degraded when a tool fallback, missing renderer, incomplete artifact, provider mismatch, or validation gap remains.

Files

What ships with it

6 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. 9d ago First seen · 46 lines · 35 tokens per session scan A 128b95ae69fe

Subscribe to this mod's changes

cryocore-run-closeout is a skill published in the GitHub repository BioSymphony/cryocore (5 stars, last pushed 7d ago), licensed MIT. It adds 35 tokens to every session and 314 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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