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.
npx skills add fmschulz/omics-skills --skill tracking-taxonomy-updatesgit clone --depth 1 https://github.com/fmschulz/omics-skillsWrote 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.
[](https://agentmods.dev/skills/fmschulz/omics-skills/tracking-taxonomy-updates)<a href="https://agentmods.dev/skills/fmschulz/omics-skills/tracking-taxonomy-updates"><img src="https://agentmods.dev/badge/skills/fmschulz/omics-skills/tracking-taxonomy-updates/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.
<a href="https://agentmods.dev/skills/fmschulz/omics-skills/tracking-taxonomy-updates"><img src="https://agentmods.dev/badge/skills/fmschulz/omics-skills/tracking-taxonomy-updates.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00051 | $0.01469 |
| Opus 5.5 | $0.00020 | $0.00588 |
| Sonnet 5.5 | $0.00010 | $0.00294 |
| Haiku 4.5 | $0.00005 | $0.00147 |
Grade A, and why
tracking-taxonomy-updates 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 23d 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.
How it starts
The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tracking Taxonomy Updates
Report taxonomy changes from authoritative sources with explicit versions, dates, and provenance, and assign taxonomy to sequences through a QuickClade domain screen followed by a domain-specific classifier.
SKILL_DIR is the directory that contains this SKILL.md, for example ~/.agents/skills/tracking-taxonomy-updates.
Instructions
Release and name changes
- Fix the scope: domains, timeframe, and output type.
- Pull release notes and current releases from the sources in reference/sources.md. The snapshots in reference/last-verified-snapshots.md are examples; re-check the sources for any "latest" claim.
- Extract versioned changes and their impact, using stable identifiers from reference/ranks-and-identifiers.md.
- Deliver a versioned report from reference/report-template.md with conflicts flagged.
Taxonomy assignment
-
Run QuickClade first on any assembly, MAG, SAG, isolate genome, bin set, or contig FASTA, through the BBTools container with
percontig(reference/tools.md). Skip it only when the user supplies a trusted domain label and asks to skip triage. QuickClade routes; it is not the final authority. -
Convert the QuickClade machine output into
domain_routing.tsv:uv run --script "$SKILL_DIR/scripts/quickclade_to_routing.py" \ results/taxonomy/quickclade_percontig.tsv \ --sample-id S1 --output results/taxonomy/domain_routing.tsv -
Route each row:
- Bacteria or Archaea: GTDB-Tk. If the reference package is missing, install it under the project or shared database root, set
GTDBTK_DATA_PATH, record the release, and passgtdbtk check_installbefore classifying. - Phage or prokaryotic virus:
/bio-viromics, then vConTACT3. - Giant virus or Nucleocytoviricota:
/bio-viromics, then GVClass plus a marker-gene phylogeny. - Eukaryota: EukCC.
- Mixed, low-confidence, or conflicting domains: split or flag the contigs for manual review before any domain-specific tool.
- Bacteria or Archaea: GTDB-Tk. If the reference package is missing, install it under the project or shared database root, set
-
Submit GTDB-Tk, EukCC, vConTACT3, and GVClass through the scheduler, never on a login node:
What ships with it
10 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.
- fixtures/quickclade-machine.tsv 264 B
- reference/last-verified-snapshots.md 2.0 KB
- reference/qa-checklist.md 1.6 KB
- reference/ranks-and-identifiers.md 2.6 KB
- reference/report-template.md 2.0 KB
- reference/sources.md 4.4 KB
- reference/tools.md 10 KB
- scripts/quickclade_to_routing.py 4.0 KB runs code
- scripts/submit_taxonomy.sh 820 B runs code
- templates/taxonomy-tool.sbatch 1.3 KB
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.
- 23d ago Changed · -14 lines · -2 tokens per session 3fcb2f162c84
- 1mo ago Changed d3190428b32a
- 1mo ago First seen · 107 lines · 53 tokens per session scan A 183bffb5a686
tracking-taxonomy-updates is a skill published in the GitHub repository fmschulz/omics-skills (11 stars, last pushed 23d ago), licensed MIT. It adds 51 tokens to every session and 1,469 once invoked, about $0.0002 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.
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