agent_manifest.json

{
  "agent_id": "data_to_insight_workflow_agent",
  "agent_name": "DataToInsightWorkflowAgent",
  "name": "DataToInsightWorkflowAgent",
  "display_name_zh": "数据洞察工作流智能体",
  "category": "Data Workflow / Insight Engine",
  "description": "Local-first data-to-insight workflow agent that turns synthetic demo notes, reports, project outputs, and business materials into classified insight signals, value scores, action recommendations, Markdown reports, and AgentHub-ready summary exports.",
  "project_type": "Agent",
  "project_path": "F:\\AIProjects\\DataToInsightWorkflowAgent",
  "status": "maintain_showcase",
  "checkpoint": "D2I-008-PIN-DECISION-DEFERRED",
  "version": "D2I-008-PIN-DECISION-DEFERRED",
  "manifest_version": "0.7.0",
  "action_schema_version": "HUB-V2-005-compatible",
  "local_first": true,
  "public_safe": true,
  "demo_mode": true,
  "safe_mode": true,
  "inputs": [
    "synthetic_demo_items_json",
    "public_safe_notes",
    "demo_project_outputs",
    "demo_business_feedback",
    "demo_career_notes"
  ],
  "outputs": [
    "classified_items",
    "multi_dimension_scores",
    "high_value_signals",
    "noise_review_queue",
    "recommended_actions",
    "demo_insight_report_md",
    "agenthub_summary_json",
    "streamlit_dashboard"
  ],
  "capabilities": [
    "data_intake",
    "normalization",
    "classification",
    "value_scoring",
    "noise_filtering",
    "insight_extraction",
    "action_recommendation",
    "report_export",
    "streamlit_dashboard",
    "agenthub_export"
  ],
  "actions": [
    {
      "action_id": "manual_run_dashboard",
      "label": "Manual run dashboard",
      "description": "Open the local Streamlit dashboard manually.",
      "action_type": "manual_instruction",
      "execution_mode": "manual_only",
      "risk_level": "low",
      "requires_approval": false,
      "command_template": "cd /d \"F:\\AIProjects\\DataToInsightWorkflowAgent\" && python -m streamlit run app.py",
      "expected_output": "Local Streamlit dashboard opens for synthetic demo results.",
      "safety_note": "Manual-only local dashboard launch; no connector or external API is called.",
      "enabled": true,
      "safe_mode": true
    },
    {
      "action_id": "generate_demo_report",
      "label": "Generate demo report",
      "description": "Run the synthetic demo pipeline manually and refresh report outputs.",
      "action_type": "command_template",
      "execution_mode": "template_only",
      "risk_level": "low",
      "requires_approval": false,
      "command_template": "cd /d \"F:\\AIProjects\\DataToInsightWorkflowAgent\" && python -m data_to_insight.cli run-demo",
      "expected_output": "outputs/demo_insight_report.md and outputs/agenthub_summary.json are refreshed.",
      "safety_note": "Template-only command for synthetic demo data; AgentHub does not execute it automatically.",
      "enabled": true,
      "safe_mode": true
    },
    {
      "action_id": "view_latest_report",
      "label": "View latest report",
      "description": "Review the generated public-safe Markdown report path.",
      "action_type": "report_view",
      "execution_mode": "not_executable",
      "risk_level": "low",
      "requires_approval": false,
      "command_template": "Open outputs/demo_insight_report.md manually.",
      "expected_output": "User can inspect the latest public-safe demo report.",
      "safety_note": "Display-only report reference.",
      "enabled": true,
      "safe_mode": true
    },
    {
      "action_id": "view_agent_manifest",
      "label": "View agent manifest",
      "description": "Review the AgentHub-compatible D2I manifest.",
      "action_type": "report_view",
      "execution_mode": "not_executable",
      "risk_level": "low",
      "requires_approval": false,
      "command_template": "Open agent_manifest.json in the D2I project folder.",
      "expected_output": "User can inspect D2I identity, IO, actions, connectors, and safety mode.",
      "safety_note": "Display-only manifest reference.",
      "enabled": true,
      "safe_mode": true
    }
  ],
  "connectors": [
    {
      "connector_id": "local_filesystem",
      "label": "Local Filesystem",
      "status": "available_local",
      "mode": "read_only_metadata",
      "safe_mode": true
    },
    {
      "connector_id": "streamlit_local_app",
      "label": "Streamlit Local App",
      "status": "manual_launch",
      "mode": "display_command_only",
      "safe_mode": true
    },
    {
      "connector_id": "agenthub_summary_json",
      "label": "AgentHub Summary JSON",
      "status": "available_local",
      "mode": "read_only_summary_export",
      "safe_mode": true
    }
  ],
  "entrypoint": "python -m streamlit run app.py",
  "cli_entrypoint": "python -m data_to_insight.cli run-demo",
  "run_command": "python -m streamlit run app.py",
  "dashboard_url": "local_streamlit_app_manual_launch",
  "dashboard_path": "app.py",
  "report_path": "outputs/demo_insight_report.md",
  "agenthub_summary_path": "outputs/agenthub_summary.json",
  "contract_path": "agent_contract.json",
  "next_recommended_action": "Maintain public showcase. No further feature expansion unless explicitly restarted by user.",
  "public_showcase_status": "public_showcase_released",
  "pin_status": "deferred",
  "github_repo": "https://github.com/CHENXJC/DataToInsightWorkflowAgent",
  "tags": [
    "Python",
    "Streamlit",
    "Local-first",
    "Public-safe",
    "Demo-mode",
    "Data workflow",
    "Insight engine",
    "AgentHub-ready"
  ],
  "owner": "BPCT",
  "docs": {
    "readme": "README.md",
    "project_status": "PROJECT_STATUS.md",
    "project_plan": "docs/PROJECT_PLAN.md",
    "workflow_map": "docs/WORKFLOW_MAP.md",
    "scoring_framework": "docs/SCORING_FRAMEWORK.md",
    "action_recommendation_system": "docs/ACTION_RECOMMENDATION_SYSTEM.md",
    "agenthub_contract_doc": "docs/AGENTHUB_INTEGRATION_CONTRACT.md",
    "agenthub_handoff": "docs/AGENTHUB_HANDOFF.md",
    "screenshots_guide": "docs/SCREENSHOTS_GUIDE.md",
    "public_release_checklist": "docs/PUBLIC_RELEASE_CHECKLIST.md",
    "public_showcase_manifest": "docs/PUBLIC_SHOWCASE_MANIFEST.md",
    "security_and_privacy": "docs/SECURITY_AND_PRIVACY.md",
    "demo_report_overview": "docs/DEMO_REPORT_OVERVIEW.md",
    "agenthub_showcase_notes": "docs/AGENTHUB_SHOWCASE_NOTES.md",
    "final_project_summary": "docs/FINAL_PROJECT_SUMMARY.md"
  },
  "last_updated": "2026-06-30"
}