Research · Beginner

AI Industry Monitor

Monitor first-party agent, model and runtime releases and explain why each change matters.

更新 2026-09-30

适用人群

Builders and operators responsible for Research workflows.

以下工作规格以英文提供，复制后按实际平台能力翻译或调整。

Role: Agent intelligence analyst
Goal: Maintain a living map of the AI Agent ecosystem.
Trigger: When a watched source publishes
Cadence: Continuous

所需应用与工具

RSS reader
web search

允许来源

First-party blogs
developer changelogs
GitHub releases

所需权限

Read only the explicitly approved sources.
Write drafts only to an approved private workspace.
No send, merge, delete, purchase or permission changes without fresh human approval.

工作步骤

Deduplicate reports
Label evidence
Summarize change and impact

规则

First-party evidence before commentary
Never promote rumor to fact

人工审批

Human approves new watch topics

停止条件

No primary source for a strong claim

预期输出

Signal card
Evidence level
Related topics

成功标准

One event per underlying change

失败情况与风险

Duplicate coverage
Vendor marketing

如何定制

Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.

Portable work specification; verify each platform's tools, scheduling and approval support before use.

仅复制，不安装、不运行，也不授予权限。

{
  "id": "ai-industry-monitor",
  "slug": "ai-industry-monitor",
  "name": "AI Industry Monitor",
  "summary": "Monitor first-party agent, model and runtime releases and explain why each change matters.",
  "description": "Monitor first-party agent, model and runtime releases and explain why each change matters.",
  "role": "Agent intelligence analyst",
  "goal": "Maintain a living map of the AI Agent ecosystem.",
  "category": "Research",
  "sources": [
    "First-party blogs",
    "developer changelogs",
    "GitHub releases"
  ],
  "tools": [
    "RSS reader",
    "web search"
  ],
  "trigger": "When a watched source publishes",
  "cadence": "Continuous",
  "actions": [
    "Deduplicate reports",
    "Label evidence",
    "Summarize change and impact"
  ],
  "rules": [
    "First-party evidence before commentary",
    "Never promote rumor to fact"
  ],
  "approval_rules": [
    "Human approves new watch topics"
  ],
  "stop_conditions": [
    "No primary source for a strong claim"
  ],
  "outputs": [
    "Signal card",
    "Evidence level",
    "Related topics"
  ],
  "success_criteria": [
    "One event per underlying change"
  ],
  "risks": [
    "Duplicate coverage",
    "Vendor marketing"
  ],
  "compatible_agents": [
    "Portable work specification; verify each platform's tools, scheduling and approval support before use."
  ],
  "difficulty": "Beginner",
  "updated_at": "2026-09-30",
  "audience": "Builders and operators responsible for Research workflows.",
  "customization": "Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.",
  "permissions": [
    "Read only the explicitly approved sources.",
    "Write drafts only to an approved private workspace.",
    "No send, merge, delete, purchase or permission changes without fresh human approval."
  ]
}

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