L

Labtasker

Queue and run independent ML inference, evaluation, and experiment tasks across long-lived Python or command workers with a Claude Code plugin and cross-agent skill

luocfprime/labtasker-skill · v2.6.0 · Development & Workflow

luocfprimeOwner verifiedcaution
InstallSource
59Follow0

Trust Score

59

Security

59

Surfaces

5

What is Labtasker?

Labtasker is a published development & workflow plugin for AI coding agents in the claude-code ecosystem, developed by luocfprime and distributed through the HOL AI plugin registry. Queue and run independent ML inference, evaluation, and experiment tasks across long-lived Python or command workers with a Claude Code plugin and cross-agent skill

Canonical slug
luocfprime/labtasker-skill
Version
v2.6.0 · updated Oct 1, 2026

Trust & Reputation

HOL Trust Score
59

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
64pts
Maintenance
30pts
MCP Posture
100pts
Plugin Security
59pts
Provenance
70pts
Publisher Quality
75pts

Registry Snapshot

Publisher verification
No
Marketplace source
Unknown
Scanner
Broker fallback
Safety label
caution
Digest verified
Yes
5 bundled skills — copy or download SKILL.mdOpen skills

Trust & reputation

Trust & Reputation

HOL Trust Score
59

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
64pts
Maintenance
30pts
MCP Posture
100pts
Plugin Security
59pts
Provenance
70pts
Publisher Quality
75pts

Provenance

Plugin root
.
Source repo
https://github.com/luocfprime/labtasker
Source commit
fe073a370c93…
Publisher verified
No
Owner verified
@luocfprime

Continuous scanner CI not detected

This plugin remains listed. Its overall trust score is reduced by 10% because security checks are not maintained in the source repository's CI.

Optional: maintain the scanner in the source repository's CI to receive the full trust score. Listing does not require that change.

Verified badge not detected

Add the HOL verified badge to the repository README to score +2% trust. Plugin owners can open that pull request from Guard Plugins.

Security Posture

caution
Safety label
59
Security score
0
High findings
Provider
registry-broker-fallback
Grade
F · caution
Version
Unknown
cisco-skill-scanner: unknown

Findings

mediumpublishabilitypublishability.link.missing.websiteURL

websiteURL should be present for marketplace readiness.

mediumpublishabilitypublishability.link.missing.privacyPolicyURL

privacyPolicyURL should be present for marketplace readiness.

mediumpublishabilitypublishability.link.missing.termsOfServiceURL

termsOfServiceURL should be present for marketplace readiness.

lowoperational-securitysupply-chain.lockfile-missing

Repository snapshot does not include a lockfile.

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

Labtasker — Frequently asked questions

What is Labtasker?
Labtasker is an AI plugin in the HOL registry. Queue and run independent ML inference, evaluation, and experiment tasks across long-lived Python or command workers with a Claude Code plugin and cross-agent skill
How do I install Labtasker?
Install Labtasker in your harness: Claude Code — /plugin marketplace add luocfprime/labtasker; Any agent — npx skills add luocfprime/labtasker. Full step-by-step guidance is on the HOL plugin page.
How do I install Labtasker in Claude Code?
To install Labtasker in Claude Code, start with /plugin marketplace add luocfprime/labtasker. The complete step-by-step install guide for Claude Code is on the HOL plugin page.
Is Labtasker free?
Pricing for Labtasker is published on its HOL plugin page when the maker schedules a launch.
Who publishes Labtasker?
Labtasker is published by luocfprime and listed on HOL.
Is Labtasker available now?
Labtasker availability is listed on its HOL plugin page.

Install Guidance

Install in Claude Code

Install through the Claude Code plugin marketplace.

Claude Code plugin docs
  1. 1

    Add the marketplace

    Run this inside a Claude Code session.

    claude code
  2. 2

    Install the plugin

    Use the plugin name and the marketplace name shown by the previous command.

    claude code
  3. 3

    Scripted alternative

    Non-interactive equivalent for scripts and CI pipelines. Add --scope project to pin the install to one repository.

    shell

Plugin Manifest

{
  "name": "labtasker-skill",
  "displayName": "Labtasker Skill",
  "version": "2.6.0",
  "description": "Teach Claude Code to design and operate Labtasker v2 experiment queues and Workers.",
  "author": {
    "name": "lcf",
    "email": "[email protected]",
    "url": "https://github.com/luocfprime"
  },
  "homepage": "https://luocfprime.github.io/labtasker/",
  "repository": "https://github.com/luocfprime/labtasker",
  "license": "Apache-2.0",
  "keywords": [
    "ml",
    "inference",
    "evaluation",
    "task-queue",
    "agent-skill"
  ],
  "skills": "./",
  "interface": {
    "displayName": "Labtasker Skill",
    "developerName": "luocfprime"
  },
  "registryIndexVersion": 5
}

Marketplace Source

Repo URL
https://github.com/luocfprime/labtasker
Marketplace path
Unknown
Source path
.
Install policy
Unspecified

Skills

5 SKILL.md files ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.

Share
skills-cli

  • documentation

    .agents/skills/documentation/SKILL.md

    Write or revise Labtasker's README and user documentation, especially product positioning, tutorials, guides, examples, case studies, and navigation. Preserve the project's direct, plain-English style for ML researchers, agent-friendly workflow, and contract accuracy. Do not use for code-only work; pair observable behavior changes with the public-contract-change skill.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • public-contract-change

    .agents/skills/public-contract-change/SKILL.md

    Change Labtasker's public Task lifecycle, HTTP API, Python API, CLI, configuration, query language, or persisted schema while keeping every public surface and invariant aligned. Do not use for internal refactors with no observable behavior change.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • release

    .agents/skills/release/SKILL.md

    Prepare, validate, tag, or publish a Labtasker release. Use for version bumps, release readiness, release artifacts, tags, GitHub releases, or PyPI publication; do not use for ordinary development builds.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • skill-development

    .agents/skills/skill-development/SKILL.md

    Develop and regression-test Labtasker's public Agent Skill with concise real-user requests, independent examiner and candidate agents, outcome checks, and bounded self-revision. Use when changing skills/labtasker, evaluating its usability, or adding feature workflow coverage; not for product unit/integration tests or ordinary documentation alone.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • labtasker

    skills/labtasker/SKILL.md

    Use Labtasker v2 to queue and run independent ML inference, evaluation, or experiment Tasks; migrate pipelines; design routes and Workers; inspect Task demand and Worker activity; and recover Tasks. Do not use it as a GPU allocator, cluster scheduler, workflow DAG, or artifact store.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

File Inventory

.agents/skills/documentation/SKILL.md

skill

12,485 bytes

36e768aec56f9d6c…

.agents/skills/public-contract-change/SKILL.md

skill

2,446 bytes

38c112590f5fd8b8…

.agents/skills/release/scripts/set_version.py

file

6,770 bytes

2f3b674f07af0a39…

.agents/skills/release/SKILL.md

skill

7,084 bytes

fa9371b82cfabb47…

.agents/skills/skill-development/SKILL.md

skill

17,000 bytes

7cb102fbcd63717f…

.claude-plugin/plugin.json

file

581 bytes

5070b6e53110aefb…

.codex-plugin/plugin.json

plugin-manifest

584 bytes

a284f5ef94300a5e…

AGENTS.md

file

8,039 bytes

9293dbaefac66c8d…

README.md

file

9,009 bytes

8deb932090b79aae…

skills/labtasker/references/deployment-and-capabilities.md

skill

9,315 bytes

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skills/labtasker/references/observations-and-counts.md

skill

9,596 bytes

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skills/labtasker/references/operations-and-recovery.md

skill

15,565 bytes

d01b9a9bcd432b17…

skills/labtasker/references/workers-and-workloads.md

skill

20,002 bytes

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skills/labtasker/SKILL.md

skill

8,120 bytes

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