跳到正文
cccskills
免费在 GitHub 公开

add-model-descriptions

Compare models available through the HuggingFace router with chat-ui configuration, research missing models, and write short English descriptions of their architecture and capabilities. Add entries to both production and development configuration files and commit the changes.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.

集成工具Hugging Face
查看安装方法

适用场景

  • Adding newly available router models to chat-ui
  • Writing concise descriptions of model capabilities
  • Updating production and development model entries together

包含的文件(1)

  • SKILL.md2.3 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Add Model Descriptions

Add descriptions for new models available in the HuggingFace router to chat-ui's prod.yaml and dev.yaml.

Workflow

  1. Fetch models from router

    WebFetch https://router.huggingface.co/v1/models
    

    Extract all model IDs from the response.

  2. Read current configuration

    • Read chart/env/prod.yaml
    • Extract model IDs from the MODELS JSON array in envVars
  3. Identify missing models Compare router models with prod.yaml. Missing = in router but not in prod.yaml.

  4. Research each missing model For each missing model, search the web for its specifications:

    • Model architecture (dense, MoE, parameters)
    • Key capabilities (coding, reasoning, vision, multilingual, etc.)
    • Target use cases
  5. Write descriptions Match existing style:

    • 8-12 words
    • Sentence fragments (no period needed)
    • No articles ("a", "the") unless necessary
    • Focus on: architecture, specialization, key capability

    Examples:

    • "Flagship GLM MoE for coding, reasoning, and agentic tool use."
    • "MoE agent model with multilingual coding and fast outputs."
    • "Vision-language Qwen for documents, GUI agents, and visual reasoning."
    • "Mobile agent for multilingual Android device automation."
  6. Update both files Add new models at the TOP of the MODELS array in:

    • chart/env/prod.yaml
    • chart/env/dev.yaml

    Format:

    { "id": "org/model-name", "description": "Description here." }
    
  7. Commit changes

    git add chart/env/prod.yaml chart/env/dev.yaml
    git commit -m "feat: add descriptions for N new models from router"
    

Notes

  • FP8 variants: describe as "FP8 [base model] for efficient inference with [key capability]"
  • Vision models: mention "vision-language" and key visual tasks
  • Agent models: mention "agent" and automation capabilities
  • Regional models: mention language focus (e.g., "European multilingual", "Southeast Asian")

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Create an Architecture Decision Record, a document for recording important design choices, with the next sequential number. It generates a Markdown template, registers the record in AgentDB, and links related decisions found through search.

中文简介正在准备中。当前显示英语简介。

  • Record the reasoning behind adopting a technology
  • Start an ADR for an API or data model change
  • Document an infrastructure decision
ruvnet/ruflo7.7万2026年10月18日 更新

adr-index

免费

Build a searchable index and relationship graph from ADRs, records of architectural decisions. Import two supported document formats, refresh existing metadata without duplicate relationships, and review summaries of statuses, missing references, and inconsistencies.

中文简介正在准备中。当前显示英语简介。

  • Index ADRs imported from another project
  • Refresh a graph that differs from files on disk
  • Set up ADR tracking in an existing codebase
ruvnet/ruflo7.7万2026年10月18日 更新

Rebuild the index of ADRs, records of architectural decisions, after files or relationship lines are deleted. It clears stored records and relationships, indexes the files still present, and checks that the final record count matches.

中文简介正在准备中。当前显示英语简介。

  • Rebuild the index after deleting an ADR file
  • Remove stale relationships after editing an ADR
  • Reconcile the ADR index on a schedule
ruvnet/ruflo7.7万2026年10月18日 更新

Review code changes against accepted Architecture Decision Records, documents that capture agreed design choices. Report violations, outdated references, compliant changes, and areas without ADR coverage, then suggest code fixes or a new decision record where appropriate.

中文简介正在准备中。当前显示英语简介。

  • Check a pull request before merging
  • Review major code changes against agreed design decisions
  • Find references to superseded ADRs
ruvnet/ruflo7.7万2026年10月18日 更新

Check saved architecture decision records (ADRs) for broken references, circular replacement relationships, and inconsistent statuses. Use the results to verify imported records or stop a CI check when selected integrity rules fail.

中文简介正在准备中。当前显示英语简介。

  • Checking ADR integrity after import
  • Blocking CI when ADR issues are found
  • Reviewing ADR data before a release
ruvnet/ruflo7.7万2026年10月18日 更新

Coordinate multiple AI agents by adjusting their communication structure and task assignments as workloads change. The skill describes performance monitoring, switching coordination patterns, forecasting agent capacity, and validating changes with rollback when performance worsens.

中文简介正在准备中。当前显示英语简介。

  • Choosing a coordination structure for multiple agents
  • Redistributing tasks when agent workloads become uneven
  • Forecasting how many agents a workload needs
ruvnet/ruflo7.7万2026年10月18日 更新

查看 ruvnet 的全部技能

报告此技能的问题