Agent skill

Omics Run Diagnosis

by infometa in infometa/workbuddyskills

组学平台任务运行错误诊断。通过 omics-platform-cli 认证,调用 JSON-RPC 接口查询任务日志,并结合错误知识库匹配根因与解决方案。触发关键词包括:任务失败、运行报错、排查错误、诊断任务、子任务失败、OOM、调度失败、镜像拉取失败、归档失败、数据预处理失败、运行慢。

No licenceAuto-check passed

Install Omics Run Diagnosis

skills CLI
$ npx skills add infometa/workbuddyskills --skill omics-run-diagnosis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install infometa/workbuddyskills omics-run-diagnosis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/omics-diagnosis-expert/skills/omics-run-diagnosis .claude/skills/omics-run-diagnosis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
omics-run-diagnosis
GitHub stars
348
Token cost
~2.3k tokens
SKILL.md length
559 words
Files
3 (incl. scripts, references)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

组学平台任务运行错误诊断。通过 omics-platform-cli 认证,调用 JSON-RPC 接口查询任务日志,并结合错误知识库匹配根因与解决方案。触发关键词包括:任务失败、运行报错、排查错误、诊断任务、子任务失败、OOM、调度失败、镜像拉取失败、归档失败、数据预处理失败、运行慢。

  • Works in 2 steps: :登录状态检查 → :登录授权
  • SKILL.md covers 概述, 认证与鉴权, 执行方式 and 诊断工作流, plus 3 more sections
  • Runs Python scripts from its folder; calls python3; reaches omics.qq.com and genomics.qq.com

What it does

Omics Run Diagnosis is an agent skill from infometa/workbuddyskills. 组学平台任务运行错误诊断。通过 omics-platform-cli 认证,调用 JSON-RPC 接口查询任务日志,并结合错误知识库匹配根因与解决方案。触发关键词包括:任务失败、运行报错、排查错误、诊断任务、子任务失败、OOM、调度失败、镜像拉取失败、归档失败、数据预处理失败、运行慢。

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/troubleshooting-kb.md` and `scripts/query_run_log.py`).

The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

Example prompts

  • “/omics-run-diagnosis”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the step headings in SKILL.md.

  1. :登录状态检查
  2. :登录授权

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • omics.qq.com
    • genomics.qq.com
    • cnb.cool

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Omics Run Diagnosis loads about 2.3k tokens when it runs, and up to ~5.6k if it reads all its reference files. Until then it costs about 41 tokens; SKILL.md has 559 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 559 words (~2,301 tokens).

“本 Skill 通过 omics-platform-cli 认证,调用组学平台 /omics/api/cgi (JSON-RPC) 接口拉取任务日志,再结合内置的错误知识库(references/troubleshooting-kb.md),自动匹配错误根因并给出解决方案。”

— opening of SKILL.md by infometa
name
omics-run-diagnosis

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (scripts, references) in experts/omics-diagnosis-expert/skills/omics-run-diagnosis of infometa/workbuddyskills.

  • SKILL.md
  • references/troubleshooting-kb.md
  • scripts/query_run_log.py

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Omics Run Diagnosis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Omics Run Diagnosis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Omics Run Diagnosis this skillinfometa/workbuddyskills348—~2.3kAutomated safety check: PassNone
Dbs Diagnosisdontbesilent2025/dbskill11k—~2.1kAutomated safety check: PassCustom licence
Monte Carlo Performance Diagnosissickn33/agentic-awesome-skills47k1 repos~2kAutomated safety check: PassApache-2.0
Weather Pipeline Performance Diagnosissickn33/agentic-awesome-skills47k1 repos~1.8kAutomated safety check: PassMIT
Qdrant Search Quality Diagnosisgithub/awesome-copilot40k1 repos~928Automated safety check: PassMIT
Bio Multi Omics Data HarmonizationFreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repos~1.9kAutomated safety check: PassNone

Similar skills

  • Dbs Diagnosis

    dontbesilent2025/dbskill

    自动识别用户是在解决具体商业问题,还是希望全面检查商业模式,并进入对应诊断流程。用户希望拆解业务、检查商业模式或消解具体商业困境时使用。

    11k GitHub stars~2.1k tokensUpdated yesterday
    Auto-check passed
  • Monte Carlo Performance Diagnosis

    sickn33/agentic-awesome-skills

    Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability.

    47k GitHub starsUsed in 1 repo~2k tokens
    Data & AnalyticsAuto-check passed
  • Weather Pipeline Performance Diagnosis

    sickn33/agentic-awesome-skills

    Diagnose slow weather-data workflows by measuring discovery, transfer, parsing, scientific processing, and rendering separately before changing code.

    47k GitHub starsUsed in 1 repo~1.8k tokens
    Research & ScienceAuto-check passed
  • Qdrant Search Quality Diagnosis

    github/awesome-copilot

    Official

    Diagnoses Qdrant search quality issues. An agent skill from github/awesome-copilot.

    40k GitHub starsUsed in 1 repo~928 tokens
    AI & LLM EngineeringAuto-check passed
  • Bio Multi Omics Data Harmonization

    FreedomIntelligence/OpenClaw-Medical-Skills

    Preprocessing and harmonization of multi-omics data before integration.

    3.1k GitHub starsUsed in 1 repo~1.9k tokens
    Data & AnalyticsAuto-check passed
  • Bio Multi Omics Mixomics Analysis

    FreedomIntelligence/OpenClaw-Medical-Skills

    Supervised and unsupervised multi-omics integration with mixOmics.

    3.1k GitHub starsUsed in 1 repo~1.9k tokens
    Auto-check passed

More from infometa/workbuddyskills

All 218 skills in this repo
  • Campus Event Playbook

    infometa/workbuddyskills

    This skill should be used when planning, coordinating, running, or reviewing student-led campus events, including club recruitment, freshman mixers, welcome activities, small talks, competitions…

    349 GitHub stars~861 tokensUpdated today
    Auto-check passed
  • Teachany

    infometa/workbuddyskills

    K-12 interactive courseware creation. An agent skill from infometa/workbuddyskills.

    349 GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check: notes
  • Weight Management HTML

    infometa/workbuddyskills

    A skill your agent uses when the adult weight-management MCP needs to be installed/set up in WorkBuddy (connector) or its result must be rendered as a standalone Chinese HTML plan.

    349 GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Agent Browser

    infometa/workbuddyskills

    A skill your agent uses when the user needs browser automation, including opening web pages, taking screenshots, extracting page content, clicking elements, filling forms, or testing web flows.

    349 GitHub stars~2.1k tokensUpdated today
    Auto-check passed
  • AI Research Radar

    infometa/workbuddyskills

    定时任务:每日研究简报。漏掉重要论文和行业报告?每天帮你盯着,关键信息一条不漏 This skill should be used when the user asks about 定时任务:每日研究简报.

    349 GitHub stars~438 tokensUpdated today
    Auto-check passed
  • Check Deck

    infometa/workbuddyskills

    Investment banking presentation quality checker. An agent skill from infometa/workbuddyskills.

    348 GitHub stars~687 tokensUpdated yesterday
    Auto-check passed

Questions about Omics Run Diagnosis

What does Omics Run Diagnosis do?

组学平台任务运行错误诊断。通过 omics-platform-cli 认证,调用 JSON-RPC 接口查询任务日志,并结合错误知识库匹配根因与解决方案。触发关键词包括:任务失败、运行报错、排查错误、诊断任务、子任务失败、OOM、调度失败、镜像拉取失败、归档失败、数据预处理失败、运行慢。. Omics Run Diagnosis is an agent skill from infometa/workbuddyskills.

How do I install Omics Run Diagnosis in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill omics-run-diagnosis -a claude-code`. Or copy the skill folder (experts/omics-diagnosis-expert/skills/omics-run-diagnosis in infometa/workbuddyskills) into .claude/skills/omics-run-diagnosis in your project. Claude Code loads it when a task matches its description.

How do I install Omics Run Diagnosis in Codex?

Run `npx skills add infometa/workbuddyskills --skill omics-run-diagnosis -a codex`. Or copy the skill folder (experts/omics-diagnosis-expert/skills/omics-run-diagnosis in infometa/workbuddyskills) into .agents/skills/omics-run-diagnosis in your project. Codex loads it when a task matches its description.

Can I use Omics Run Diagnosis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add infometa/workbuddyskills --skill omics-run-diagnosis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/omics-run-diagnosis, .gemini/skills/omics-run-diagnosis, .github/skills/omics-run-diagnosis and .opencode/skills/omics-run-diagnosis in your project.

What does Omics Run Diagnosis need to run?

Going by SKILL.md and its folder, Omics Run Diagnosis needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Omics Run Diagnosis access the network?

SKILL.md names 3 domains. In commands or code: omics.qq.com, genomics.qq.com and cnb.cool; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Omics Run Diagnosis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Omics Run Diagnosis use?

No licence was found for Omics Run Diagnosis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Omics Run Diagnosis use?

About 2.3k tokens (SKILL.md is roughly 9.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.3k tokens, read only when the agent opens those files.

What are the alternatives to Omics Run Diagnosis?

Skills that share tags, products or a category with Omics Run Diagnosis: Dbs Diagnosis (dontbesilent2025/dbskill, 11k stars), Monte Carlo Performance Diagnosis (sickn33/agentic-awesome-skills, 47k stars), Weather Pipeline Performance Diagnosis (sickn33/agentic-awesome-skills, 47k stars) and Qdrant Search Quality Diagnosis (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Omics Run Diagnosis?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 2026.

Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.