Workflow Guardian

SKILLAI 工具
AI 工具 未标注权限 许可证不明确
安装这个技能

Wrap multi-step agent workflows with pre-execution checks, side-effect queues, result validation, retry budgets, checkpointing, audit logs, and failure-rule accumulation. Prevents false successes, duplicate sends, unrecoverable crashes, and silent drift in LLM production systems. Trigger keywords: workflow safety, agent guard, pre-execution check, retry budget, idempotency, false success, audit log, drift detection, 工作流守护, 副作用队列, 漂移检测.

一句话选型结论

按资料字段整理

Workflow Guardian是AI 工具类的 Agent Skill,安装方式未标注,权限级别未标注,许可证不明确,有可直接复制的安装命令。技能本质是给模型读的说明书,效果取决于模型与客户端;装完先用一个小任务验证,再放进正式流程。

分类AI 工具 安装方式未标注 权限级别未标注权限 许可证许可证不明确
累计安装 未标注 本周 未标注
GitHub 星标 未标注 仓库 未标注
下载量 未标注 技能市场下载数
权限级别 未标注权限 安装前请确认风险范围
许可证 许可证不明确 未说明

安装

未标注
在支持 Skills 的客户端里执行,装完问一句「你有哪些技能」验证
skillhub install user_7fbe8d41/workflow-guardian
  1. 1
    确认客户端支持

    确认你的客户端支持 Skills(Claude、Codex、Cursor 等),并升级到较新的版本。

  2. 2
    拿到技能文件

    执行上面的命令安装;也可以把仓库里的 SKILL.md 手动放进客户端的 skills 目录。

  3. 3
    刷新技能列表

    重新打开客户端,或刷新技能列表,让新放进来的技能被加载。

  4. 4
    验证是否生效

    问一句「你有哪些技能」,确认列表里出现它,再拿一个小任务试跑。

技能档案

AI 工具
字段来自技能仓库与公开索引,中文说明由本站标注
作者 / 维护方user_7fbe8d41仓库 未标注 · 版本 未标注
宿主客户端未标注技能可被这些客户端加载
安装方式未标注安装包 community
权限级别未标注权限安装前请确认风险范围
许可证未说明许可证不明确,商用前请自行确认条款
仓库可用性available技能仓库当前是否可访问
最近核验未标注上游最后核验时间 · 数据更新 1791625901
正文体量5.0 KBSKILL.md 原文大小,越大说明说明书写得越细

典型使用场景

3 类
按分类整理的常见用法,具体以 SKILL.md 为准
组合多个 AI 能力

把写作、检索、总结串成一条流程。

搭工作流

把固定流程做成可重复调用的步骤。

做提示词与评测

整理提示词并对比输出效果。

选择建议

装之前先看这几条
按条目字段给出的判断,不替你决定用不用

值得选的地方

  • 有可直接复制的安装命令,不用自己翻文档找入口。

先想清楚的地方

  • 没有标注权限级别,实际能做什么要装好后确认。
  • 许可证不明确,商用或二次分发前先到仓库确认条款。
  • 没有做站内核验,内容以作者仓库为准。
  • 技能只是说明书,实际效果取决于模型与客户端,装完先用小任务试一遍。

更适合

  • 需要在AI 工具场景里给模型补一套做法的人。
  • 愿意先读一遍 SKILL.md、确认它会让模型做什么的人。

不太适合

  • 对许可证要求很严、必须明确可商用的人。
  • 只想装完就自动变强、不打算看说明书的人。

同类对比

6 个同类
同分类里挑最接近的几条,字段以各自详情页为准
技能权限级别安装方式累计安装宿主客户端安装命令
Workflow Guardian当前 未标注权限 未标注 未标注 未标注 有
执行计划 只读 GitHub 仓库 151.5 万 Codex、Claude、Cursor 有
Playwright MCP 测试 浏览器控制 ClawHub 市场 136.5 万 OpenClaw 有
完成前的验证 未标注权限 GitHub 仓库 131.9 万 Codex、Claude、Cursor 有
子 Agent 驱动开发 只读 GitHub 仓库 131.2 万 Codex、Claude、Cursor 有
前端设计 执行命令 GitHub 仓库 125.6 万 Codex、Claude、Cursor 有

SKILL.md 全文

5.0 KB
模型实际读到的说明书原文,来自技能仓库

Workflow Guardian Skill

Purpose

Give the agent a system for HOW to work — not just what to do.
Every repeating task type gets a defined workflow.
Every workflow has rules, checkpoints, and gates.
Violations are caught in real time and logged for review.


Core Concepts

Concept Meaning
workflow Ordered step sequence for a specific task type
rule A do or don't that applies globally or per workflow
checkpoint Mandatory verification point inside a workflow
gate Hard stop — cannot proceed until condition is met
advisory Soft warning — log it, do not block
violation A rule or gate broken during execution
post-fix Corrective action applied after a violation

Workflow States

State Meaning
pending Defined, not yet started
active Currently executing
paused Waiting on gate condition or owner input
completed Finished successfully, all checkpoints passed
aborted Stopped — violation or owner cancel
post-fix Completed but violation found, correction in progress

Rule Types

Type Enforcement What happens on break
hard-do Mandatory action Gate — workflow stops
hard-dont Prohibited action Gate — workflow stops
soft-do Recommended action Advisory — log + warn
soft-dont Discouraged action Advisory — log + warn
global Applies to ALL workflows Either hard or soft
scoped Applies to one workflow only Either hard or soft

Folder Structure

workflow-guardian/
  workflows/
    active/                  ← currently defined workflows
      <workflow-id>/
        workflow.md          ← definition: steps, gates, rules
        run-log.md           ← execution history (append-only)
    archived/                ← deprecated workflows (never delete)
    templates/               ← reusable workflow templates
  rules/
    global/
      do.md                  ← global hard/soft dos
      dont.md                ← global hard/soft don'ts
    do/                      ← scoped do rules by workflow
      <workflow-id>.md
    dont/                    ← scoped don't rules by workflow
      <workflow-id>.md
  checkpoints/
    <workflow-id>.md         ← checkpoint definitions per workflow
  violations/
    raw/                     ← captured immediately on detection
      YYYY-MM-DD-<wf>-<slug>/entry.md
    reviewed/                ← processed violations
  hooks/
    pre-task.md              ← runs before any workflow step
    post-task.md             ← runs after any workflow step
    on-violation.md          ← fires immediately on rule break
    on-complete.md           ← fires when workflow completes
  memory/
    schema.json              ← validated memory structure
    index.json               ← runtime state (auto-managed)
  templates/
    workflow.md              ← template for new workflow definitions
    violation-entry.md       ← template for violation entries
  crons/
    active/
    completed/
  WORKFLOW_LOG.md            ← master execution log (append-only)
  RULES_INDEX.md             ← all rules in one place
  STATS.md                   ← compliance rate, violation counts
  SOUL.md                    ← persistent soul context
  AGENT.md                   ← behavioral enforcement rules

Slug Format

Workflow IDs: <category>-<task-type> e.g. code-review, file-creation, api-integration
Violation slugs: YYYY-MM-DD-<workflow-id>-<rule-broken>


Immediate Violation Capture Rule

The moment a rule is broken — before any other action:
1. Write to violations/raw/<slug>/entry.md (minimum viable)
2. Fire hooks/on-violation.md
3. If hard rule → GATE: stop workflow, surface to owner
4. If soft rule → ADVISORY: log, warn, continue


Post-Fix Protocol

When a violation is found AFTER workflow completion:
1. Set workflow state to post-fix
2. Write violation entry
3. Determine corrective action
4. Apply fix if autonomous, else escalate
5. Mark workflow completed only after fix confirmed


Workflow Definition Requirements

Every workflow in workflows/active/ MUST define:
- steps[] — ordered list with descriptions
- gates[] — hard stop conditions
- checkpoints[] — verification points
- rules[] — scoped dos and don'ts
- post-fix-policy — what to do if violation found after completion


Stats Tracking

After every workflow completion or violation:
- Update STATS.md compliance rate
- Update memory/index.json
- If compliance rate drops below 80% for any workflow → advisory to owner

常见问题

5 问
答案由本站依据条目字段整理
Workflow Guardian怎么安装?

在支持 Skills 的客户端里执行:skillhub install user_7fbe8d41/workflow-guardian。安装方式为未标注。装完刷新技能列表或重开客户端。

Workflow Guardian支持哪些客户端?

资料没有标注宿主客户端,但只要客户端支持 Skills(Claude、Codex、Cursor 等),一般都能加载。

Workflow Guardian权限高吗,安全吗?

权限级别为未标注权限。安装前先看它会读取或写入哪些内容。

Workflow Guardian收费吗?

本站不代收费用,也没有标注具体价格。是否收费取决于技能本身和所用的模型或客户端,正式使用前按作者说明确认。

Workflow Guardian用什么许可证?

许可证标注为 未说明(许可证不明确)。商用或二次分发前请到仓库确认条款原文。

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技能内容以作者仓库为准;分类、权限级别与许可证状态的中文说明为中文整理,最近核验 未标注。