cryocore-toolwatch

cryocore-toolwatch is a skill for Claude Code, Codex from BioSymphony/cryocore. It costs 36 tokens per session (461 once invoked), scanned A, original, MIT.

A research and triage guide for CryoCore tools, preprints, workflows, data sources, services, licenses, and related repository skills.

In plain words
What is it for?
Use it when evaluating new cryo-electron microscopy software, research papers, public datasets, validation services, workflow engines, or repository integrations.
Why use it?
It helps determine whether a candidate dependency is ready to use, needs approval, or should only be monitored, while recording licensing and evidence risks.

Skill for Claude CodeCodex

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

Part of the cryocore plugin — 7 skills shipped together

Good fit Use it when evaluating new cryo-electron microscopy software, research papers, public datasets, validation services, workflow engines, or repository integrations.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/biosymphony/cryocore/cryocore-toolwatch.svg)](https://agentmods.dev/skills/biosymphony/cryocore/cryocore-toolwatch)
Your own site
<a href="https://agentmods.dev/skills/biosymphony/cryocore/cryocore-toolwatch"><img src="https://agentmods.dev/badge/skills/biosymphony/cryocore/cryocore-toolwatch.svg" alt="Measured on agentmods" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 461 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 $0.00036 $0.00461
Opus 5 $0.00018 $0.00230
Sonnet 5 $0.00007 $0.00092
Haiku 4.5 $0.00004 $0.00046

Measured 7d ago against content hash b4f26e88587b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

cryocore-toolwatch 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 7d 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-toolwatch/SKILL.md · 54 lines

What it actually says

CryoCore Toolwatch

Use this skill when a task asks for new cryo-EM tools, repos, preprints, public data sources, validation services, workflow engines, or repo skills.

Read First

  • references/AGENTS.md
  • references/README.md
  • references/tooling-and-licensing.md
  • references/toolwatch-2026-08-30.md
  • references/software-registry.yaml
  • references/validation-gates.md

Triage

Classify each candidate as:

  • planned: source/terms are clear enough for public-safe docs, manifests, or adapters after normal review.
  • gated: the tool has a defined CryoCore role, but execution, upload, packaging, model weights, or binaries require explicit operator or license approval.
  • watch: scientifically relevant, but not yet a dependable evidence-production dependency.

Rules

  • Prefer primary sources: official docs, GitHub repos, release pages, papers, preprints, and archive APIs.
  • Record license and redistribution uncertainty instead of smoothing it over.
  • Never add raw movies, maps, half-maps, particle stacks, model weights, private structures, unpublished sequences, license files, tokens, or secrets.
  • Treat foundation-model map enhancement as derived evidence that needs caveats, input joins, weight hashes, and independent validation.
  • For public archive integrations, default to metadata-only ledgers unless an operator gate explicitly allows heavy downloads or uploads.

Output

When updating the repo:

  1. Update or create the dated toolwatch doc in the full CryoCore checkout.
  2. Update the software registry only when primary sources define a role, version or revision, license posture, and execution boundary.
  3. Update the tooling and licensing doc for durable license policy.
  4. Update the validation gates doc when a tool changes evidence gates.
  5. Run make preflight, make registry-check, make public-release-report, and targeted tests.
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. 7d ago First seen · 54 lines · 36 tokens per session scan A b4f26e88587b

Subscribe to this mod's changes

cryocore-toolwatch is a skill published in the GitHub repository BioSymphony/cryocore (5 stars, last pushed 6d ago), licensed MIT. It adds 36 tokens to every session and 461 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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