tbtools

tbtools is a skill for Claude Code, Codex from xuzhougeng/wispterm. It costs 77 tokens per session (2,592 once invoked), scanned A, original, MIT.

A guide for using TBtools-II, a Java bioinformatics toolkit for Windows and macOS, with its bundled command-line and remote-control tools.

In plain words
What is it for?
Use it for tasks such as sequence processing, BLAST searches, gene-annotation file handling, expression tables, heatmaps, evolutionary trees, and related analysis tools.
Why use it?
It keeps sequence and genomics workflows within TBtools' existing tools and setup instead of adding unrelated Python, R, or Conda dependencies.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Good fit Use it for tasks such as sequence processing, BLAST searches, gene-annotation file handling, expression tables, heatmaps, evolutionary trees, and related analysis tools.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/xuzhougeng/wispterm/tbtools
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 xuzhougeng/wispterm --skill tbtools
Clone the repo
git clone --depth 1 https://github.com/xuzhougeng/wispterm

Made for: Claude Code, Codex.

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 tbtools

README.md
[![agentmods](https://agentmods.dev/badge/skills/xuzhougeng/wispterm/tbtools/github.svg)](https://agentmods.dev/skills/xuzhougeng/wispterm/tbtools)
Your own site
<a href="https://agentmods.dev/skills/xuzhougeng/wispterm/tbtools"><img src="https://agentmods.dev/badge/skills/xuzhougeng/wispterm/tbtools/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 tbtools

Your own site · 80×15
<a href="https://agentmods.dev/skills/xuzhougeng/wispterm/tbtools"><img src="https://agentmods.dev/badge/skills/xuzhougeng/wispterm/tbtools.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 77 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,592 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Supply Chain · line 132
    Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.
    Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
  • medium Data Exfiltration · line 114
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
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 $0.00077 $0.02592
Opus 5.5 $0.00031 $0.01037
Sonnet 5.5 $0.00015 $0.00518
Haiku 4.5 $0.00008 $0.00259

Measured 1mo ago against content hash d96a2be6afe2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tbtools scanned grade A with 1 finding 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 1mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/start_rpc_server.ps1), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

### macOS / Linux (bash + curl)
plugins/skills/tbtools/SKILL.md · 238 lines

How it starts

The opening of the file, as written. The whole thing — 238 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TBtools

Overview

TBtools-II is a Java-based bioinformatics toolkit that runs on Windows and macOS. Prefer TBtools' own bundled Java/RPC/CLI tools. Do not introduce Python, R, Conda, or other dependencies unless the user explicitly asks.

Honor TBTOOLS_HOME or TBTOOLS_JAR if set; fall back to the platform default.

Setup

Windows (PowerShell)

$TbtoolsHome = if ($env:TBTOOLS_HOME) { $env:TBTOOLS_HOME } else { "C:\Program Files\TBtools" }
$TbtoolsJar = if ($env:TBTOOLS_JAR) { $env:TBTOOLS_JAR } else { Join-Path $TbtoolsHome "TBtools_JRE1.6.jar" }
$env:Path = "$(Join-Path $TbtoolsHome 'bin');$env:Path"

Test-Path $TbtoolsJar
java -version

macOS / Linux (bash)

TBTOOLS_HOME="${TBTOOLS_HOME:-/Applications/TBtools-II}"
TBTOOLS_JAR="${TBTOOLS_JAR:-$(find "$TBTOOLS_HOME" -name 'TBtools*.jar' -maxdepth 4 2>/dev/null | head -1)}"
export PATH="$TBTOOLS_HOME/bin:$PATH"

[ -f "$TBTOOLS_JAR" ] && echo "jar: $TBTOOLS_JAR" || echo "TBtools jar not found — set TBTOOLS_JAR"
java -version

Use bin/ (bin\ on Windows) tools directly when the task is a standard external tool workflow:

blastn -query query.fa -db db_prefix -out results.tsv -outfmt 6
muscle -in input.fa -out aligned.fa
iqtree -s aligned.fa -m MFP -bb 1000 -nt AUTO
diamond blastp -d proteins.dmnd -q query.fa -o matches.tsv

RPC Server

Windows (PowerShell)

.\scripts\start_rpc_server.ps1 -Background

Direct form:

java -cp $TbtoolsJar biocjava.rpc.RpcServer

macOS / Linux (bash)

java -cp "$TBTOOLS_JAR" biocjava.rpc.RpcServer &

Default URLs:

Purpose URL
Health check http://127.0.0.1:8765/health
JSON-RPC http://127.0.0.1:8765/rpc

rpcPort is configurable in TBtools config. rpcBindAddress is normalized to loopback only (127.0.0.1 or ::1); do not expose the RPC server on 0.0.0.0.

RPC Helper

Windows (PowerShell)

function Invoke-TBtoolsRpc {
    param(
        [Parameter(Mandatory=$true)][string]$Method,
        [hashtable]$Params = @{},
        [string]$Uri = "http://127.0.0.1:8765/rpc",
        [int]$TimeoutSec = 600
    )

    $body = @{
        jsonrpc = "2.0"
        method = $Method
        params = $Params
        id = [guid]::NewGuid().ToString()
    } | ConvertTo-Json -Depth 50

    $response = Invoke-RestMethod -Method Post -Uri $Uri -ContentType "application/json" -Body $body -TimeoutSec $TimeoutSec
    if ($null -ne $response.error) {
        $reason = if ($response.error.data -and $response.error.data.reason) { " ($($response.error.data.reason))" } else { "" }
        throw "TBtools RPC error $($response.error.code): $($response.error.message)$reason"
    }
    return $response.result
}

Read the full file on GitHub · 238 lines

Files

What ships with it

1 file 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. 1mo ago First seen · 238 lines · 77 tokens per session scan A d96a2be6afe2

Subscribe to this mod's changes

tbtools is a skill published in the GitHub repository xuzhougeng/wispterm (452 stars, last pushed today), licensed MIT. It adds 77 tokens to every session and 2,592 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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