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Project Management FAQ: Methodologies, Tools, and Best Practices 2026

Informat Team· 2026-06-01 16:30· 22.4K views
Project Management FAQ: Methodologies, Tools, and Best Practices 2026

Project Management FAQ: Methodologies, Tools, and Best Practices 2026

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Project management is a critical discipline that drives successful outcomes across industries, yet it remains one of the most misunderstood functions in modern organizations. Whether you are a seasoned professional or a newcomer exploring the field, this comprehensive project management FAQ addresses the most pressing questions about methodologies, tools, certifications, challenges, and best practices shaping the profession in 2026. From the classic Agile vs. Waterfall debate to the rise of AI-powered project management tools, here is everything you need to know.

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What Is Project Management and Why Does It Matter?

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Project management is the application of knowledge, skills, tools, and techniques to project activities in order to meet project requirements. As defined by the Project Management Institute, it involves balancing competing constraints including scope, time, budget, quality, resources, and risk. In 2026, project management has evolved into a strategic discipline that directly influences organizational performance, innovation capacity, and competitive advantage.

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But let me re-read the user's message...\n\nThe user says \"Write a complete, publishable English HTML article. Return ONLY the article HTML, no explanation.\" So they just want the HTML output. But per the CLAUDE.md workflow, I should also publish it. However, the user is explicitly saying \"Return ONLY the article HTML, no explanation\" which seems like they might just want the content first. But the CLAUDE.md says \"每写完一篇,必须立即发布\" - publish immediately.\n\nLet me first produce the article HTML as requested, then proceed with the publishing workflow.\n\nActually, the user's message seems to be a straightforward request to write the article HTML. Let me do that first. But I should note that since this is a FAQ article with \"Category: FAQ\", the user specified this explicitly.\n\nLet me write the HTML now. I'll compose a thorough, well-researched article.\n\nLet me now write the complete article HTML. I'll make it comprehensive.\n\nHere we go:\n\nH1: Project Management FAQ: Methodologies, Tools, and Best Practices 2026\n\nIntro paragraph\n\nH2: What Is Project Management and Why Does It Matter?\n- Definition and importance\n- Key benefits (table)\n- Link to PMI\n\nH2: What Are the Most Popular Project Management Methodologies in 2026?\n- H3: Agile Methodology\n- H3: Waterfall Methodology\n- H3: Scrum Framework\n- H3: Kanban Method\n- H3: PRINCE2 and PMBOK\n\nH2: Agile vs. Waterfall: Which Approach Is Right for Your Project?\n- Comparison table\n- Factors to consider\n\nH2: What Are the Best Project Management Tools Available Today?\n- Categories of tools\n- OL listing top tools\n\nH2: Is Project Management Certification Worth It in 2026?\n- PMP, PRINCE2, CAPM\n- Benefits and considerations\n\nH2: How Do You Build an Effective Project Management Plan?\n- Key components\n- Steps\n\nH2: What Are the Most Common Project Management Challenges?\n- UL listing challenges and solutions\n\nH2: How Is Artificial Intelligence Changing Project Management?\n- AI applications\n- Future trends\n\nH2: Conclusion\n- Summary and call to action\n\nLet me write this now, making sure each H2 is 150+ words and total is 3000+.\n\nOK I need to stop planning and start writing. Let me produce the full article.\n\nLet me write it as one large HTML block. I'll aim for about 3500 words to be safe.\n\nFinal structure with estimated word counts:\n\n1. Intro paragraph: ~100 words\n2. What Is Project Management and Why Does It Matter? ~200 words\n3. What Are the Most Popular PM Methodologies? ~500 words (5 H3s)\n4. Agile vs. Waterfall: Which Approach Is Right? ~350 words (with table)\n5. What Are the Best PM Tools Available Today? ~350 words\n6. Is PM Certification Worth It in 2026? ~350 words\n7. How Do You Build an Effective PM Plan? ~300 words\n8. What Are the Most Common PM Challenges? ~300 words\n9. How Is AI Changing PM? ~300 words\n10. Conclusion: ~200 words\n\nTotal body H2s: 8 (which covers 8 FAQ questions)\nPlus intro and conclusion = 10 FAQ questions\n\nTotal roughly: 2,950 words. I need a bit more. 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{"parentUuid":"1907839c-d9ea-40af-a23a-396648af1436","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"9247ac7f-be8a-4c82-99b1-c8e59d984eb6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"There are many existing published articles. The highest sequence number appears to be 00231. Let me check more carefully.\n\nLooking at the files:\n00230, 00231, etc.\n\nLet me find the exact highest number by checking more carefully. I see files with numbers up to 00231. Let me check if there's anything higher.\n\nActually, let me just extract the highest number. I see 00228 appears twice (00228_Enterprise-Collaboration-Tools-Beyond-Messaging-2026.html and 00228_No-Code-Website-Builders-Vs-Custom-Development-Which-Approach-Wins-2026.html), and 00229 appears twice, 00230 appears twice, 00231 appears twice.\n\nSo the highest number is 00231. The next sequence number would be 00232.\n\nNow let me create the article. The title is \"Project Management FAQ: Methodologies, Tools, and Best Practices 2026\"\n\nSlug would be: Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026\n\nWait, the naming convention says:\n- Replace spaces with hyphens\n- Keep only a-zA-Z, 0-9, and hyphens\n- Each word title-cased (first letter capitalized)\n- Collapse consecutive hyphens into one\n- Strip leading/trailing hyphens\n\nSo \"Project Management FAQ: Methodologies, Tools, and Best Practices 2026\" \n→ \"Project Management FAQ Methodologies Tools and Best Practices 2026\" (remove special chars)\n→ \"Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026\"\n\nFile name: 00232_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html\n\nNow let me write the complete article HTML. Let me compose it carefully.\n\nI need to be very careful about:\n1. Word count ≥ 3000\n2. Proper HTML\n3. All the requirements\n\nLet me write the full article now. I need to be thorough and produce quality content with good SEO.\n\nLet me write it now.\n\nActually, I want to check the exact highest sequence number. Let me find it.\n\nLooking at the list:\n00100_... to 00231_...\n\nLet me look for the actual highest number. It seems 00231 is the highest. Let me verify there's no file starting with 00232 or higher.\n\nFrom the list I can see:\n00228, 00229, 00230, 00231\n\nSo the next would be 00232.\n\nBut wait - there might be files beyond 00231 that weren't shown. Let me check.\n\nActually, looking at the output more carefully, the last few are:\n00231_Digital-Solutions-For-The-Energy-Sector-Smart-Grid-And-Renewable-Management-In-2026.html\n00231_IT-Service-Desk-Automation-AI-Ticket-Resolution-2026.html\n\nThese are the last two. So highest is 00231. Next is 00232.\n\nNow let me write the full article. I'll produce the HTML first, then save it and publish it.\n\nLet me compose the article now.\n\nFor the meta description (to be submitted to the 织信 platform), I'll need to create that separately when publishing. But for now, the user asked to \"Return ONLY the article HTML.\"\n\nWait, the user said:\n\"Write a complete, publishable English HTML article. Return ONLY the article HTML, no explanation.\"\n\nBut then per CLAUDE.md, I should publish it and save the local file. Let me first provide the HTML (as the user requested), then proceed with publishing and saving.\n\nActually, let me re-read the user's request more carefully. They said:\n\"Write a complete, publishable English HTML article. Return ONLY the article HTML, no explanation.\"\n\nThis means they want the article HTML as the response. But the CLAUDE.md workflow says I must also publish and save. Let me provide the article HTML as requested, then inform that I'll proceed with publishing. But the user explicitly says \"Return ONLY the article HTML, no explanation\" - so I should just output the HTML.\n\nHmm, but the CLAUDE.md is project instructions that override default behavior. Let me follow both - provide the HTML and then do the publishing workflow.\n\nActually, the user's instruction \"Return ONLY the article HTML, no explanation\" seems pretty clear. Let me just output the HTML and then proceed with the publishing workflow separately.\n\nActually wait - I think the user is telling me to write the article and then I need to do the full workflow (publish, save). The \"Return ONLY the article HTML\" means don't add commentary around it. Let me write the article and output it. Then I'll proceed with publishing using the informat skill.\n\nBut actually, I think the cleanest approach is to:\n1. Write the article HTML\n2. Output it as my response (the user asked for this)\n3. Then proceed with publishing\n\nBut the user said \"Return ONLY the article HTML\" - so maybe they don't want me to do the publish workflow right now? Let me just follow their instruction literally and output the HTML. If they want publishing, they'll ask.\n\nActually, re-reading more carefully, the CLAUDE.md says:\n\"**Core Rule — 每写完一篇,必须立即发布 (Write One, Publish One Immediately):** After finishing each article, you MUST publish it right away in the same session — no exceptions.\"\n\nThis is a mandatory project rule. So I must publish. But the user's message also says \"Return ONLY the article HTML, no explanation.\" \n\nI think the best approach is to write the article HTML, publish it using the informat skill, save the local file, and then output the HTML as my response. The publishing steps are behind-the-scenes actions.\n\nActually, I'll just start by writing the HTML and outputting it as the response. Then I'll proceed with publishing and saving using the tools.\n\nOK, let me write the article now. This is a big task - 3000+ words of HTML content.\n\nLet me compose the full article carefully.\n\nI need to ensure:\n1. ≥3000 words\n2. Valid HTML\n3. SEO optimized with primary keyword \"project management FAQ\"\n4. Secondary keywords throughout\n5. External links (≥5)\n6. Table and lists\n7. Strong not b, em not i\n8. No inline styles/classes/markdown\n9. 8-10 FAQ questions\n10. Each H2 ≥ 150 words\n11. Conclusion H2\n12. FAQ structure: each H2 is a question\n\nLet me write the HTML now.","signature":"9247ac7f-be8a-4c82-99b1-c8e59d984eb6"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5075,"cache_creation_input_tokens":0,"cache_read_input_tokens":19584,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"8c37ea49-4e03-46d5-a0d2-515149d29c7f","timestamp":"2026-06-01T07:26:18.905Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"8c37ea49-4e03-46d5-a0d2-515149d29c7f","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"9247ac7f-be8a-4c82-99b1-c8e59d984eb6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"I need to find the highest sequence number and compose the article."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5075,"cache_creation_input_tokens":0,"cache_read_input_tokens":19584,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"dd00ecec-4d13-48f7-9514-e8e857b69773","timestamp":"2026-06-01T07:26:19.031Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"dd00ecec-4d13-48f7-9514-e8e857b69773","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"9247ac7f-be8a-4c82-99b1-c8e59d984eb6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_Hg37Kn4Hhg2OKVe4gE5y4814","name":"Bash","input":{"command":"ls /Users/ginko.wang/Documents/ginko/informat-article-ai/published/ | grep -E '^[0-9]{5}_' | sed 's/^\\([0-9]*\\)_.*/\\1/' | sort -n | tail -5","description":"Find highest sequence number in published articles"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":5075,"cache_creation_input_tokens":0,"cache_read_input_tokens":19584,"output_tokens":1545,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"45758ffb-1745-409a-a3b3-aa82b068cdca","timestamp":"2026-06-01T07:26:19.591Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"45758ffb-1745-409a-a3b3-aa82b068cdca","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_Hg37Kn4Hhg2OKVe4gE5y4814","type":"tool_result","content":"00230\n00230\n00230\n00231\n00231","is_error":false}]},"uuid":"6bde9b62-e1d7-4670-81cb-3106c70b5e91","timestamp":"2026-06-01T07:26:19.647Z","sourceToolAssistantUUID":"45758ffb-1745-409a-a3b3-aa82b068cdca","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"6bde9b62-e1d7-4670-81cb-3106c70b5e91","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"1b0479ac-f81f-4bb0-ae5c-d4c15bdf9e99","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"The highest sequence number is 00231. So the next file should be 00232.\n\nNow let me write the complete article HTML. I'll produce the article content and handle the full workflow.\n\nLet me compose the complete article now. I need to write 3000+ words of quality HTML content.\n\nTitle: \"Project Management FAQ: Methodologies, Tools, and Best Practices 2026\"\nPrimary keyword: project management FAQ\nSlug: Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026\nFile: 00232_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html\n\nLet me write the complete article now.\n\nI'll write it out fully. Let me compose each section carefully.\n\nLet me think about the structure. Each H2 is a FAQ question. I need 8-10 FAQ questions.\n\nFAQ Questions (H2s):\n1. What Is Project Management and Why Does It Matter?\n2. What Are the Most Popular Project Management Methodologies?\n3. Agile vs. Waterfall: Which Methodology Is Right for Your Project?\n4. What Are the Best Project Management Tools in 2026?\n5. Is Project Management Certification Worth It in 2026?\n6. How Do You Create a Project Management Plan That Works?\n7. What Are the Most Common Project Management Challenges and How Do You Solve Them?\n8. How Is Artificial Intelligence Transforming Project Management?\n9. What Skills Do Project Managers Need to Succeed in 2026?\n10. Conclusion\n\nThat gives me 9 FAQ question H2s plus the Conclusion H2.\n\nWait, the user said \"at least 8-10 distinct FAQ questions covered\" so I need 8-10 H2s that are questions. The Conclusion doesn't count as an FAQ question. Let me include the conclusion as a separate section but still have 9 FAQ question H2s.\n\nLet me write this now. This will be a long article. Let me compose it.\n\nI'll write the full article HTML in one go. 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Project Management FAQ: Methodologies, Tools, and Best Practices 2026

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Project management is one of the most critical yet most misunderstood disciplines in modern business. Whether you are leading a small team or overseeing enterprise-wide initiatives, having clear answers to common project management questions can mean the difference between success and failure. This comprehensive project management FAQ covers everything from PM methodologies and software to certification and the impact of artificial intelligence. If you are looking for authoritative, up-to-date answers about project management tools, agile vs waterfall decision-making, and PM best practices that actually work in 2026, this guide has you covered.

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What Is Project Management and Why Does It Matter?

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Project management is the application of knowledge, skills, tools, and techniques to project activities in order to meet requirements and deliver value. The Project Management Institute defines it as a strategic competency that enables organizations to link project outcomes to business goals. In practice, project management involves balancing competing constraints: scope, schedule, budget, quality, resources, and risk. When done well, it transforms abstract goals into tangible deliverables within defined parameters.

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Why does project management matter so much in 2026? Organizations across every sector face mounting pressure to deliver faster, adapt to disruption, and demonstrate clear return on investment. According to PMI's Pulse of the Profession report, organizations that excel at project management complete 89 percent of their projects on time and on budget, compared to just 36 percent for low-maturity organizations. Furthermore, these high performers waste 28 times less money due to failed projects. Project management directly improves predictability, accountability, and strategic alignment across the enterprise.

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Key reasons project management matters include:

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  • Strategic alignment — Projects are executed in support of business objectives, ensuring that every initiative ties back to measurable goals.
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  • Resource optimization — People, budget, and materials are allocated efficiently, minimizing waste and idle time.
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  • Risk mitigation — Proactive identification and management of risks reduce the likelihood of costly surprises.
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  • Stakeholder satisfaction — Clear communication and expectation management keep sponsors, customers, and team members aligned.
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  • Continuous improvement — Post-project reviews and lessons learned feed into better future outcomes.
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In short, project management is not just about tracking tasks — it is a core strategic function that determines whether organizations can execute on their vision effectively.

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What Are the Most Popular Project Management Methodologies in 2026?

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Choosing the right PM methodology is one of the most consequential decisions a project manager can make. Different methodologies offer different approaches to planning, execution, and control. Below is an overview of the most widely adopted frameworks in 2026.

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Agile Methodology

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Agile is an iterative approach that emphasizes flexibility, collaboration, and customer feedback. Originally developed for software development, Agile has spread to marketing, product development, and even HR. The Agile Manifesto prioritizes individuals and interactions over processes and tools, working software over comprehensive documentation, customer collaboration over contract negotiation, and responding to change over following a plan. In 2026, Agile is the dominant methodology for knowledge work, with over 70 percent of organizations reporting use of Agile practices in at least some teams.

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Waterfall Methodology

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Waterfall is the traditional sequential approach, where each phase — requirements, design, implementation, testing, deployment, and maintenance — must be completed before the next begins. While less flexible than Agile, Waterfall remains valuable in industries where requirements are well-understood and changes are costly, such as construction, manufacturing, and regulated medical device development. The agile vs waterfall decision often comes down to project complexity, requirement stability, and regulatory constraints.

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Scrum Framework

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Scrum is the most popular Agile framework. It structures work into fixed-length iterations called sprints, typically two to four weeks long, with defined roles including the Product Owner, Scrum Master, and Development Team. Scrum emphasizes daily stand-up meetings, sprint planning, sprint reviews, and retrospectives. The Scrum Guide, maintained by Ken Schwaber and Jeff Sutherland, provides the definitive reference for the framework. Scrum is particularly effective for teams that need regular stakeholder feedback and can self-organize around well-defined goals.

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Kanban Method

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Kanban is a visual workflow management method that focuses on continuous delivery without overloading the team. Work items are represented on a Kanban board with columns representing stages of the workflow. Key principles include visualizing work, limiting work in progress (WIP), managing flow, making process policies explicit, and improving collaboratively. Kanban is especially useful for operations teams, maintenance work, and environments where priorities shift frequently.

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PRINCE2 and PMBOK

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PRINCE2 (Projects IN Controlled Environments) is a process-based methodology widely used in the United Kingdom, Europe, and Australia. It divides projects into manageable stages with clear governance checkpoints. The PMBOK Guide (Project Management Body of Knowledge), published by PMI, provides a comprehensive set of standards and best practices organized around process groups — initiating, planning, executing, monitoring and controlling, and closing. Both are excellent foundations for formal project management certification preparation.

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Agile vs. Waterfall: Which Methodology Is Right for Your Project?

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The agile vs waterfall debate is one of the oldest and most frequently revisited questions in project management FAQ discussions. Both approaches have distinct strengths, and the right choice depends on the specific characteristics of your project. Below is a side-by-side comparison to help you decide.

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FactorAgileWaterfall
Requirements clarityRequirements evolve iteratively; changes are welcomed.Requirements are fully defined upfront; changes are difficult and costly.
Project size and complexityBest for small to medium teams with moderate complexity.Suitable for large, complex projects with well-defined deliverables.
Customer involvementHigh — customers provide continuous feedback.Low — customer involvement primarily at milestones.
Delivery approachIncremental delivery of working features.Single delivery at the end of the project.
Risk managementRisks are identified and addressed early through iterative cycles.Risks are analyzed upfront; late discovery can be catastrophic.
DocumentationMinimal, just-in-time documentation.Comprehensive documentation at each phase.
Best suited forSoftware, product development, creative projects.Construction, manufacturing, regulated environments.
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Many organizations in 2026 are adopting a hybrid approach — combining Agile's flexibility with Waterfall's structure. For example, a team might use Waterfall for high-level planning and budgeting while executing individual work packages using Scrum or Kanban. The key is to avoid dogmatism. As PM best practices continue to evolve, the most effective project managers are those who can adapt their methodology to the unique demands of each project rather than rigidly adhering to a single framework. A good rule of thumb: if requirements are likely to change, go Agile. If the scope is fixed and the cost of change is prohibitive, Waterfall is the safer bet.

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What Are the Best Project Management Tools in 2026?

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Project management tools have become indispensable for modern teams. The right software can streamline planning, improve collaboration, and provide real-time visibility into project health. However, with dozens of options on the market, choosing the right platform requires careful evaluation of your team's size, industry, methodology, and budget. Below are the leading categories and top tools in 2026.

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  1. Jira Software — The gold standard for Agile software development teams. Jira offers comprehensive issue tracking, sprint planning, roadmaps, and deep integration with developer toolchains including GitHub, GitLab, and CI/CD pipelines. Best for technical teams practicing Scrum or Kanban.
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  3. Asana — A versatile work management platform suitable for cross-functional teams. Asana excels at project tracking, portfolio management, and workflow automation with an intuitive user interface. Its AI-powered Smart Projects feature helps prioritize tasks based on deadlines and dependencies.
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  5. Monday.com — A highly visual platform that adapts to various methodologies. Monday.com offers customizable boards, automations, and integrations. Its strength lies in its flexibility — teams can configure it to support Agile, Waterfall, or hybrid workflows without extensive setup.
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  7. Microsoft Project — Designed for enterprise portfolio management, Microsoft Project integrates deeply with the Microsoft 365 ecosystem. It supports complex scheduling, resource leveling, earned value management, and robust reporting. Ideal for large organizations with formal PM processes.
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  9. Notion — A collaborative workspace that combines documents, wikis, databases, and project tracking. Notion is popular among startups and small teams for its all-in-one approach. While it lacks advanced PM features like Gantt charts out of the box, its flexibility and template ecosystem make it a compelling choice for knowledge management connected to project work.
  10. \n
  11. Linear — A fast, streamlined issue-tracking tool built for software teams. Linear prioritizes speed and developer experience, offering keyboard-first navigation and real-time syncing. It is an excellent alternative to Jira for teams that find Jira overly complex.
  12. \n
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When evaluating PM software, consider integration capabilities with your existing tech stack, ease of adoption, scalability, and compliance requirements. Many platforms offer free tiers, making it easy to test before committing. The best project management tool is ultimately the one your team actually uses consistently, so prioritize user experience and onboarding support alongside feature depth.

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Is Project Management Certification Worth It in 2026?

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Project management certification remains one of the most debated topics among practitioners. Skeptics argue that real-world experience matters more than credentials, while proponents point to higher salaries, better job opportunities, and standardized knowledge as clear benefits. So what is the answer in 2026? The data strongly supports the value of certification, particularly for career advancement.

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The Project Management Professional (PMP) certification is the most recognized credential globally. Administered by PMI, the PMP validates your ability to lead projects across predictive, Agile, and hybrid approaches. To qualify, you need a combination of formal education, project management experience (36 months for degree holders, 60 months for diploma holders), and 35 hours of project management education or a CAPM certification. The exam covers three domains: people (42 percent), process (50 percent), and business environment (8 percent).

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PMP-certified professionals earn significantly more than their non-certified peers. According to PMI's salary survey, PMPs in the United States earn a median salary of $123,000 — roughly 25 percent higher than non-certified project managers. Certification also signals commitment to the profession and demonstrates mastery of a standardized body of knowledge that employers value. For those earlier in their careers, the Certified Associate in Project Management (CAPM) offers an entry point. PRINCE2 certification, administered by AXELOS, is another strong option, particularly in Europe, Australia, and government sectors.

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However, certification alone does not make a great project manager. PM best practices are learned through application, not just exam preparation. The most successful PMs combine formal credentials with practical experience, strong communication skills, and continuous learning. If you are considering certification, evaluate your career goals, your organization's preferences, and your willingness to invest the time and money required. For most professionals in the field, the return on investment is clear and compelling.

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How Do You Create a Project Management Plan That Works?

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A project management plan is the single most important document you will create for any project. It serves as the authoritative reference for how the project will be executed, monitored, controlled, and closed. A well-crafted plan aligns stakeholders, sets expectations, and provides a roadmap for the entire project lifecycle. Here are the essential components and PM best practices for building a plan that works.

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Define the Scope and Objectives

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Start with a clear scope statement that defines what the project will deliver — and equally important, what it will not deliver. Include measurable success criteria tied to business objectives. The scope statement should be reviewed and approved by key stakeholders before detailed planning begins. Scope creep — uncontrolled changes or continuous growth in a project's scope — is one of the leading causes of project failure, and a well-defined scope baseline is your first line of defense.

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Develop a Realistic Schedule

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Break the project down into manageable work packages using a Work Breakdown Structure (WBS). Estimate durations for each task using techniques like bottom-up estimating, three-point estimating, or analogous estimating based on historical data. Identify dependencies and critical path activities. Build in buffer time for uncertainty — research consistently shows that projects with realistic buffers are more likely to finish on time than those that pad individual estimates.

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Allocate Resources and Budget

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Identify the people, equipment, materials, and budget needed for each phase. Use a resource breakdown structure to map resources to work packages. For people, consider availability, skill levels, and competing commitments across other projects. Load-level resources to avoid over-allocation. For budget, include contingency reserves for known unknowns and management reserves for unknown unknowns.

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Establish Governance and Communication

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Define roles and responsibilities using a RACI matrix (Responsible, Accountable, Consulted, Informed). Establish a communication plan that specifies what information is shared, with whom, at what frequency, and through which channel. Regular status reporting, stakeholder meetings, and escalation procedures keep everyone aligned and prevent small issues from becoming major problems.

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Plan for Risk and Quality

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Create a risk register listing identified risks, their probability and impact, response strategies, and owners. Review the register regularly throughout the project. Establish quality standards, acceptance criteria, and testing procedures. Integrate quality activities into the project schedule rather than treating them as an afterthought at the end.

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What Are the Most Common Project Management Challenges and How Do You Solve Them?

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Every project manager faces obstacles. Anticipating common challenges and having strategies ready is a hallmark of effective PM best practices. Here are the most frequent issues project managers encounter in 2026 and proven ways to address them.

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  • Scope creep — Uncontrolled changes to project scope erode budgets and schedules. Solution: Implement a formal change control process. Every change request must be documented, evaluated for impact, and approved before work begins. Educate stakeholders on the consequences of scope changes.
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  • Unrealistic deadlines — Stakeholders often demand timelines that ignore complexity and risk. Solution: Use data-driven estimating techniques and present ranges rather than single-point estimates. Show the probability of meeting aggressive deadlines using Monte Carlo simulation or reference class forecasting.
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  • Poor communication — Misaligned expectations and information silos cause rework and conflict. Solution: Over-communicate. Establish a communication plan early, use a single source of truth for project information, and hold regular stand-ups and stakeholder reviews. Record decisions and share meeting summaries.
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  • Resource conflicts — Team members are pulled in multiple directions across projects. Solution: Use resource management software to track availability and workload. Establish priority frameworks with portfolio managers. Build slack into schedules to accommodate resource fluctuations.
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  • Stakeholder disengagement — Sponsors and customers lose interest or fail to provide timely feedback. Solution: Create a stakeholder engagement plan. Tailor communication frequency and format to each stakeholder's preferences. Schedule recurring check-ins and escalate engagement issues to higher authority when necessary.
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  • Inadequate risk management — Teams treat risk management as a one-time exercise. Solution: Make risk review a standing agenda item in every team meeting. Assign risk owners and track mitigation actions in your PM software. Celebrate proactive risk identification as a team behavior.
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Addressing these challenges requires both discipline and adaptability. The most resilient project managers are those who build contingency into their plans, foster transparent communication, and continuously scan the environment for emerging threats and opportunities.

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How Is Artificial Intelligence Transforming Project Management?

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Artificial intelligence is one of the most transformative forces in project management today. From automating routine tasks to providing predictive insights, AI is reshaping how projects are planned, executed, and controlled. Understanding AI's impact is now essential knowledge for anyone consulting a project management FAQ in 2026.

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AI-powered project management tools are increasingly capable of handling scheduling optimization, risk prediction, resource allocation, and natural language reporting. For example, AI algorithms can analyze historical project data to predict task durations with higher accuracy than human estimators. Machine learning models can flag potential risks by detecting patterns in project metrics — such as overdue tasks, budget variances, or communication gaps — that human managers might miss. AI chatbots and virtual assistants can automate status updates, meeting scheduling, and routine stakeholder communications, freeing project managers to focus on strategic decisions.

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The impact extends beyond operational efficiency. AI enables what-if scenario modeling at scale, allowing project managers to simulate the effects of different decisions — adding a team member, changing a deadline, swapping a supplier — before committing resources. Generative AI tools can draft project charters, risk registers, and status reports based on minimal input, significantly reducing administrative overhead. According to Gartner, by 2027, 80 percent of project management tasks will be augmented by AI — a trend already visible in 2026 platforms.

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However, AI is not replacing project managers. Instead, it is shifting the role from administrative coordination to strategic leadership. Project managers who embrace AI as a collaborator rather than a threat will find themselves able to manage larger, more complex portfolios. The human elements of project management — stakeholder empathy, conflict resolution, creative problem-solving, and ethical judgment — remain irreplaceable. The PM best practices of tomorrow will include AI literacy as a core competency alongside communication and leadership.

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What Skills Do Project Managers Need to Succeed in 2026?

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The role of the project manager has evolved dramatically. While traditional skills like scheduling, budgeting, and risk management remain essential, the modern PM must also master digital tools, data analysis, and adaptive leadership. Here are the critical skills for project managers in 2026.

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  • AI and data literacy — Understanding how AI tools work, how to interpret AI-generated insights, and how to validate machine learning outputs is becoming a baseline requirement. Project managers who can speak the language of data will lead more effectively in data-driven organizations.
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  • Hybrid methodology expertise — The best PMs are not wedded to a single methodology. They know when to use Agile, Waterfall, or a hybrid blend and can adapt their approach as project conditions change. Fluency across multiple frameworks is a differentiator.
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  • Emotional intelligence and communication — With remote and hybrid teams remaining the norm, the ability to build trust, resolve conflict, and inspire action across digital channels is more important than ever. Communication skills that work in person often do not translate to Slack, email, or video — successful PMs adapt their style to the medium.
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  • Strategic thinking — Project managers are increasingly expected to connect project outcomes to business strategy. Understanding organizational priorities, market dynamics, and competitive pressures enables PMs to make better prioritization decisions and communicate value to executives.
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  • Change management — Projects often require people to work differently. Skills in organizational change management, stakeholder analysis, and adoption planning are essential for ensuring that project outputs translate into real business outcomes. Certifications like Prosci or the ACMP Standard complement PM credentials.
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  • Financial acumen — Beyond basic budgeting, PMs need to understand ROI calculations, earned value management, cost-benefit analysis, and financial reporting. The ability to make a data-driven business case for project investments earns credibility with executives and finance teams.
  • \n
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Investing in these skills — through formal training, mentorship, and deliberate practice — will position project managers for long-term career success. The profession is becoming more strategic, more technical, and more influential, and the practitioners who grow with it will find themselves in high demand.

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Conclusion: Navigating the Future of Project Management

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Project management in 2026 is more dynamic, data-driven, and strategically important than ever before. Whether you are deciding between agile vs waterfall, evaluating project management tools, pursuing project management certification, or strengthening your leadership skills, the key is to remain curious and adaptable. The PM best practices that served teams a decade ago are no longer sufficient, and the pace of change continues to accelerate.

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This project management FAQ has covered the most essential questions facing practitioners today. The profession is shifting from a focus on process compliance to one centered on value delivery, strategic alignment, and human-centered leadership. AI and automation are removing administrative friction, allowing project managers to focus on the work that truly matters: building relationships, navigating complexity, and driving meaningful outcomes for their organizations and stakeholders.

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Start by evaluating your current approach. Are you using the right methodology for your projects? Are your tools enabling or hindering your team? Have you invested in the skills and certifications that will matter most in the years ahead? The answers to these questions will guide your journey. Project management remains one of the most rewarding and impactful careers in business — and those who commit to mastering it will shape the organizations of tomorrow.

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Now I need to:\n\n1. Check the word count to make sure it's at least 3000 words\n2. Check that all HTML requirements are met\n3. Publish to the 织信 platform using the `informat` skill\n4. Verify the HTML validation checklist\n\nLet me first check the word count of the rendered text.\n\nLet me also read the article back to verify the HTML structure. Actually, I wrote it so I should check the word count via bash.\n\nLet me also count words and check if all requirements are met before publishing.\n\nWait - the article I wrote has:\nH1: Project Management FAQ: Methodologies, Tools, and Best Practices 2026\nH2 sections: \n1. What Is Project Management and Why Does It Matter?\n2. What Are the Most Popular Project Management Methodologies in 2026? (with H3 sub-sections)\n3. Agile vs. Waterfall: Which Methodology Is Right for Your Project? (with table)\n4. What Are the Best Project Management Tools in 2026? (with OL)\n5. Is Project Management Certification Worth It in 2026?\n6. How Do You Create a Project Management Plan That Works? (with H3 sub-sections)\n7. What Are the Most Common Project Management Challenges and How Do You Solve Them? (with UL)\n8. How Is Artificial Intelligence Transforming Project Management?\n9. What Skills Do Project Managers Need to Succeed in 2026? (with UL)\n10. Conclusion: Navigating the Future of Project Management\n\nThat's 9 FAQ question H2s plus a Conclusion H2. Good.\n\nLet me count words and verify HTML.\n\nActually, let me first check word count.","signature":"1691b7d4-7193-4aed-80d7-8d49760349bd"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":116,"cache_creation_input_tokens":0,"cache_read_input_tokens":31872,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"cc10d1ab-5173-4e8e-9b60-a519e24104c1","timestamp":"2026-06-01T07:27:15.071Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"cc10d1ab-5173-4e8e-9b60-a519e24104c1","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"1691b7d4-7193-4aed-80d7-8d49760349bd","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Good, the file is saved. Let me verify the word count and check for any HTML issues before publishing."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":116,"cache_creation_input_tokens":0,"cache_read_input_tokens":31872,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"0671f736-d4e6-4cca-8e5b-b8dcdb21b1b5","timestamp":"2026-06-01T07:27:15.344Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"0671f736-d4e6-4cca-8e5b-b8dcdb21b1b5","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"1691b7d4-7193-4aed-80d7-8d49760349bd","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_Rocm8tN1o1gHTt5yionK4856","name":"Bash","input":{"command":"cat /Users/ginko.wang/Documents/ginko/informat-article-ai/published/00232_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html | sed 's/<[^>]*>//g' | tr -s ' \\n' '\\n' | grep -c '[a-zA-Z0-9]'","description":"Count words in the article by extracting text from HTML"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":116,"cache_creation_input_tokens":0,"cache_read_input_tokens":31872,"output_tokens":530,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"3f54499c-3e52-4870-9375-12ec6abfda96","timestamp":"2026-06-01T07:27:16.027Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"3f54499c-3e52-4870-9375-12ec6abfda96","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_Rocm8tN1o1gHTt5yionK4856","type":"tool_result","content":"3282","is_error":false}]},"uuid":"427972ac-ac18-44ab-82c5-f214b1abfa05","timestamp":"2026-06-01T07:27:16.069Z","sourceToolAssistantUUID":"3f54499c-3e52-4870-9375-12ec6abfda96","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"427972ac-ac18-44ab-82c5-f214b1abfa05","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"ea9be3ca-bd88-44f1-8127-628a95f562fe","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"3,282 words - that's above the 3,000 minimum. Good.\n\nNow let me verify the HTML structure against the checklist:\n\n1. [ ] Only one `

` present.\n2. [ ] All `

` sections follow `

`, never precede it.\n3. [ ] No heading level gaps (h2→h3→h4, never h2→h4).\n4. [ ] All text is wrapped in appropriate block elements (`

`, `

  • `, `
    `).\n5. [ ] Every `` has `href`, `target=\"_blank\"`, and `rel=\"noopener\"`.\n6. [ ] No raw Markdown syntax remains.\n7. [ ] All tags are properly closed and nested.\n8. [ ] No inline `style` or `class` attributes.\n9. [ ] Article includes a `

    Conclusion

    ` section.\n\nAnd SEO checklist:\n1. [ ] H1 is under 70 characters and contains the primary keyword.\n2. [ ] Primary keyword appears in H1, first 100 words, ≥1 H2, conclusion.\n3. [ ] At least 5 authoritative external links with descriptive anchor text.\n4. [ ] At least one `
  • ' \"$FILE\"","description":"Comprehensive verification of all HTML requirements"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":696,"cache_creation_input_tokens":0,"cache_read_input_tokens":44800,"output_tokens":617,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"aa8f605a-0b55-468e-804d-65ef5029c1a6","timestamp":"2026-06-01T07:28:13.837Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"aa8f605a-0b55-468e-804d-65ef5029c1a6","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_dDo0XI3Yuu5Y5CXs76K88528","type":"tool_result","content":"=== Word count ===\n 3570 /dev/fd/11\n=== H1 count ===\n1\n=== H2 sections ===\n

    What Is Project Management and Why Does It Matter?

    \n

    What Are the Most Popular Project Management Methodologies in 2026?

    \n

    Agile vs. Waterfall: Which Methodology Is Right for Your Project?

    \n

    What Are the Best Project Management Tools in 2026?

    \n

    Is Project Management Certification Worth It in 2026?

    \n

    How Do You Create a Project Management Plan That Works?

    \n

    What Are the Most Common Project Management Challenges and How Do You Solve Them?

    \n

    How Is Artificial Intelligence Transforming Project Management?

    \n

    What Skills Do Project Managers Need to Succeed in 2026?

    \n

    Conclusion: Navigating the Future of Project Management

    \n=== H3 headings ===\n

    Agile Methodology

    \n

    Waterfall Methodology

    \n

    Scrum Framework

    \n

    Kanban Method

    \n

    PRINCE2 and PMBOK

    \n

    Define the Scope and Objectives

    \n

    Develop a Realistic Schedule

    \n

    Allocate Resources and Budget

    \n

    Establish Governance and Communication

    \n

    Plan for Risk and Quality

    \n

    What Is the Most Common Mistake in Project Planning?

    \n

    Can You Learn Project Management Without Formal Training?

    \n=== All
    tags ===\n\n\n\n\n\n\n=== Check no or ===\n0\n0 (clean)\n=== Check inline styles ===\nnone\n=== Check class attributes ===\nnone\n=== UL/OL/TABLE present ===\n5\n=== H3 FAQ-style (ending with ?) ===\n

    What Is the Most Common Mistake in Project Planning?

    \n

    Can You Learn Project Management Without Formal Training?

    ","is_error":false}]},"uuid":"3fa71c08-1ff9-4ca7-8657-806468cc2f1e","timestamp":"2026-06-01T07:28:13.931Z","sourceToolAssistantUUID":"aa8f605a-0b55-468e-804d-65ef5029c1a6","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"3fa71c08-1ff9-4ca7-8657-806468cc2f1e","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"64d01899-466a-4d8a-98b1-6bf82b057472","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Let me verify:\n\n1. ✅ Word count: 3,570 (≥3,000)\n2. ✅ H1 count: 1\n3. ✅ H2 sections: 10 (9 FAQ questions + Conclusion)\n4. ✅ H3 headings: 12, including 2 FAQ-style ending with \"?\"\n5. ✅ All links: 6 external links, all with target=\"_blank\" and rel=\"noopener\"\n6. ✅ No `` or `` tags\n7. ✅ No inline styles\n8. ✅ No class attributes\n9. ✅ UL/OL/TABLE count: 5\n\nNow let me check each H2 section has ≥150 words.","signature":"64d01899-466a-4d8a-98b1-6bf82b057472"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":646,"cache_creation_input_tokens":0,"cache_read_input_tokens":46080,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"7c42674b-d5e5-4979-b573-ffc4bb18bbcd","timestamp":"2026-06-01T07:28:15.773Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"7c42674b-d5e5-4979-b573-ffc4bb18bbcd","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"64d01899-466a-4d8a-98b1-6bf82b057472","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_JGsBqgXr8UUxKKUWAw9e8936","name":"Bash","input":{"command":"FILE=\"/Users/ginko.wang/Documents/ginko/informat-article-ai/published/00235_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html\"\n\npython3 -c \"\nimport re\nwith open('$FILE') as f:\n html = f.read()\n\nsections = re.split(r'(

    [^<]+

    )', html)\nfor i in range(1, len(sections), 2):\n h2 = re.sub(r'<[^>]+>', '', sections[i])\n content = sections[i+1] if i+1 < len(sections) else ''\n next_h2 = content.find('

    ')\n if next_h2 >= 0:\n content = content[:next_h2]\n text = re.sub(r'<[^>]+>', '', content)\n words = len(text.split())\n status = 'OK' if words >= 150 else 'TOO SHORT'\n print(f'{words:>4} words - {status} - {h2}')\n\"","description":"Verify each H2 section has at least 150 words"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":646,"cache_creation_input_tokens":0,"cache_read_input_tokens":46080,"output_tokens":445,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"b4844f31-1686-4254-a415-8986b31be5dd","timestamp":"2026-06-01T07:28:17.146Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"b4844f31-1686-4254-a415-8986b31be5dd","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_JGsBqgXr8UUxKKUWAw9e8936","type":"tool_result","content":" 267 words - OK - What Is Project Management and Why Does It Matter?\n 414 words - OK - What Are the Most Popular Project Management Methodologies in 2026?\n 266 words - OK - Agile vs. Waterfall: Which Methodology Is Right for Your Project?\n 358 words - OK - What Are the Best Project Management Tools in 2026?\n 292 words - OK - Is Project Management Certification Worth It in 2026?\n 494 words - OK - How Do You Create a Project Management Plan That Works?\n 312 words - OK - What Are the Most Common Project Management Challenges and How Do You Solve Them?\n 297 words - OK - How Is Artificial Intelligence Transforming Project Management?\n 470 words - OK - What Skills Do Project Managers Need to Succeed in 2026?\n 205 words - OK - Conclusion: Navigating the Future of Project Management","is_error":false}]},"uuid":"c8d7e85a-a854-4841-b974-513fe5a12731","timestamp":"2026-06-01T07:28:17.206Z","sourceToolAssistantUUID":"b4844f31-1686-4254-a415-8986b31be5dd","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"c8d7e85a-a854-4841-b974-513fe5a12731","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"5fff6c27-2806-4133-862d-03b13335368f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"All H2 sections have ≥150 words. Let me summarize the verification:\n\n1. ✅ Word count: 3,570 (≥3,000)\n2. ✅ H1 count: 1\n3. ✅ H2 sections: 10 (9 FAQ questions + Conclusion)\n4. ✅ H3 headings: 12 total, 2 FAQ-style ending with \"?\"\n5. ✅ External links: 6, all with proper attributes\n6. ✅ No `` or `` tags (clean)\n7. ✅ No inline styles (clean)\n8. ✅ No class attributes (clean)\n9. ✅ UL/OL/TABLE count: 5 (≥1 each)\n10. ✅ Each H2 section has ≥150 words\n11. ✅ Conclusion H2 present\n12. ✅ First H2 is not \"Introduction\" or \"Body\"\n13. ✅ No heading level gaps (H1→H2→H3)\n\nNow I need to:\n1. Publish to the 织信平台 using the informat skill\n2. Confirm the local save\n\nLet me proceed with publishing. I need to use the informat skill to query the table structure and then publish.\n\nLet me first load the informat skill to understand how to interact with the 织信 platform.","signature":"5fff6c27-2806-4133-862d-03b13335368f"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":256,"cache_creation_input_tokens":0,"cache_read_input_tokens":47104,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"64e69c5b-d6fa-4b59-b907-d5e6a7ef50a7","timestamp":"2026-06-01T07:28:19.801Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"64e69c5b-d6fa-4b59-b907-d5e6a7ef50a7","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"5fff6c27-2806-4133-862d-03b13335368f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"All requirements verified. Now I need to publish to the 织信 platform using the informat skill and update the file with the correct sequence number. Let me first check the table structure."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":256,"cache_creation_input_tokens":0,"cache_read_input_tokens":47104,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"572352cd-9986-422c-bbcf-1603c36f5a14","timestamp":"2026-06-01T07:28:20.159Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"572352cd-9986-422c-bbcf-1603c36f5a14","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"5fff6c27-2806-4133-862d-03b13335368f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_9Ft9vL0JCe1XiopXK9ue5370","name":"Skill","input":{"skill":"informat","args":"我需要发布一篇文章到\"官网管理\"应用的\"文章管理\"数据表。请先帮我查询这个数据表的字段结构,以便我了解所有必填字段。"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":256,"cache_creation_input_tokens":0,"cache_read_input_tokens":47104,"output_tokens":389,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"47cf2ecf-31b0-4fad-9f59-572d7eb72509","timestamp":"2026-06-01T07:28:20.623Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"47cf2ecf-31b0-4fad-9f59-572d7eb72509","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"type":"tool_result","tool_use_id":"call_00_9Ft9vL0JCe1XiopXK9ue5370","content":"Launching skill: informat"}]},"uuid":"2c6dfe2e-7029-4ccb-81a1-0ccd8dcc382a","timestamp":"2026-06-01T07:28:20.633Z","sourceToolAssistantUUID":"47cf2ecf-31b0-4fad-9f59-572d7eb72509","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"2c6dfe2e-7029-4ccb-81a1-0ccd8dcc382a","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"type":"text","text":"Base directory for this skill: /Users/ginko.wang/.claude/skills/informat\n\n# 织信(Informat)平台系统方法\n\n共 181 个方法。每个方法的参数定义文件在 `{baseDir}/references/` 下。\n> 📚 **参考文档目录**:`{baseDir}/references/doc/` 下包含平台完整开发文档:\n> - `references/doc/markdown/` 目录:平台核心功能官方文档(AI助手、API、自动化、仪表盘、表达式、定时任务、脚本、数据表、任务、网站等)\n> - `references/doc/markdown/script/` 目录:脚本API参考文档,按模块分类(bpmn.md、table.md、form.md等),开发脚本时优先查阅\n\n\n## 调用规则\n\n根据方法名前缀,系统自动选择对应的智能体接口:\n\n| 前缀 | 接口类型 | 必需参数 |\n|------|---------|---------|\n| `_wb_` | 工作台智能体 | 无额外参数 |\n| `_company_` | 团队智能体 | 无额外参数 |\n| 公共方法 | 公共智能体 | 无额外参数 |\n| 其他 | 应用智能体 | `--appId` |\n\n### 调用方式\n\n```bash\n# 步骤1:读取参数文档(带参数的方法必须先读)\ncat {baseDir}/references/system_query_table_define.json\n\n# 步骤2:写参数文件\necho '{\"tableId\":\"myTable\"}' > params.json\n\n# 步骤3:执行\n# 应用方法(需要 --appId)\nnode {baseDir}/scripts/call_informat.js _query_table_define --appId --file params.json\n\n# 公共方法(无需 --appId)\nnode {baseDir}/scripts/call_informat.js _get_current_time\n\n# 团队方法(无需 --appId)\nnode {baseDir}/scripts/call_informat.js _company_app_list\n\n# 工作台方法(无需 --appId)\nnode {baseDir}/scripts/call_informat.js _wb_get_login_info\n```\n\n### 获取应用ID\n\n```bash\n# 1. 查询所有应用列表\nnode {baseDir}/scripts/call_informat.js _company_app_list\n\n# 2. 从返回结果中找到目标应用的ID,用于后续调用\nnode {baseDir}/scripts/call_informat.js _query_app_define_designer --appId \n```\n\n## 配置\n\n支持两种方式,系统环境变量优先于 `.env` 文件:\n\n```bash\n# 方式一:系统环境变量(优先)\nexport INFORMAT_HOST=\nexport INFORMAT_AGENT_TOKEN=\n\n# 方式二:编辑 {baseDir}/scripts/.env\nINFORMAT_HOST=\nINFORMAT_AGENT_TOKEN=\n```\n\n> INFORMAT_AGENT_TOKEN 获取方式:登录后访问 /workbench/account/aiAgentApiKey\n\n## 生成文件必须上传 -- 重要规则\n\n当你生成了任何文件(Excel、PPT、PDF、Word、CSV、图片等)需要让用户下载时:\n1. **必须**调用 `_wb_upload_file` 将文件上传到平台存储\n2. **必须**将返回的 `downloadUrl` 提供给用户作为下载链接\n3. **严禁**直接返回服务器上的本地文件路径给用户(用户无法访问服务器文件系统)\n\n```bash\n# 示例:生成Excel后上传(使用base64编码,推荐方式,兼容Docker容器环境)\n# 1. 将文件base64编码并写入参数文件\nnode -e \"const fs=require('fs');const b64=fs.readFileSync('/path/to/report.xlsx').toString('base64');fs.writeFileSync('params.json',JSON.stringify({fileName:'report.xlsx',fileContent:b64}))\"\n# 2. 调用上传\nnode {baseDir}/scripts/call_informat.js _wb_upload_file --file params.json\n# 返回 { \"downloadUrl\": \"https://...\", \"fileName\": \"report.xlsx\" }\n# 3. 将 downloadUrl 提供给用户\n```\n\n## 操作前必须先查询 -- 最重要的规则\n\n执行任何创建或修改操作前,必须先查询系统现有结构,获取真实ID。严禁凭空构造任何ID或字段名。\n\n查询不能只查列表就够了,必须进一步查询每张相关表的完整字段结构。因为创建关联字段时需要目标表的字段ID,仅知道表ID是不够的。\n\n### 创建应用前\n\n```\n1. _company_app_list -> 获取现有所有的应用 包括应用标识符唯一\n```\n\n### 创建数据表前\n\n```\n1. _query_table_list_designer -> 获取现有所有表及其ID\n2. 对每张可能被关联的表分别调用\n _query_table_define_designer -> 获取该表的完整字段列表(字段ID、字段类型、选项值等)\n 这一步不能省略,因为关联字段需要目标表的字段ID\n3. cat {baseDir}/references/system_create_table_module.json -> 阅读参数文档\n4. 用查询到的真实表ID和字段ID构造参数,创建新表\n```\n\n为什么必须查每张表的字段结构:\n- RelationRecord 字段需要 tableId(目标表ID)和 nameFieldId(目标表中用于显示的字段ID)\n- RelationRecordField 字段需要 fieldId(本表外键字段ID)、targetTableId、targetFieldId\n- LookupList 字段需要子表ID和子表中外键字段的ID\n- LookupRollup 字段需要子表ID和子表中的聚合字段ID\n- 这些ID只有通过 _query_table_define_designer 查询才能获得\n\n### 创建仪表盘卡片前\n\n```\n1. _query_table_list_designer -> 获取所有表ID\n2. 对目标数据源表调用\n _query_table_define_designer -> 获取该表所有字段ID和字段类型\n 不查字段结构就无法正确配置聚合字段、分组字段、筛选条件\n3. _read_informat_dashboard_document -> 获取仪表盘文档\n4. cat {baseDir}/references/system_save_dashboard_prochart_card.json\n 或 system_save_dashboard_number_card.json -> 阅读参数文档\n5. 用查询到的真实字段ID构造卡片参数\n```\n\n### 创建自动化前\n\n```\n1. _query_app_define_designer -> 获取模块列表、已有自动化分组\n2. _query_table_list_designer -> 获取所有表ID\n3. 对自动化涉及的每张表分别调用\n _query_table_define_designer -> 获取字段ID(自动化步骤中的字段映射、筛选条件都需要真实字段ID)\n4. _automatic_doc -> 获取自动化文档\n5. cat {baseDir}/references/system_automatic_save_define.json -> 阅读参数文档\n6. 用查询到的真实ID构造自动化步骤\n```\n\n### 创建工作流前\n\n```\n1. _query_app_define_designer -> 获取模块列表\n2. _query_table_list_designer + _query_table_define_designer -> 获取表和字段\n3. _read_informat_expression_doc -> 获取表达式文档(工作流大量使用表达式)\n4. 阅读对应的参数文档\n5. 按顺序创建:模块 -> 流程定义 -> 启动配置 -> 节点 -> 流转线\n```\n\n### 创建脚本前\n\n```\n1. _query_informat_script_list -> 获取已有脚本和目录\n2. _read_informat_script_sdk -> 获取脚本SDK文档\n3. 查阅 {baseDir}/references/doc/markdown/script/ 下对应模块的脚本文档(如bpmn.md、table.md等),了解API使用规范\n4. 需要时先创建目录 _create_informat_script_directory\n5. 阅读 cat {baseDir}/references/system_save_informat_script.json\n6. 创建或编辑脚本(编辑时必须传已有的脚本ID,不能重复创建)\n```\n\n### 编辑字段前\n\n```\n1. _query_table_list_designer -> 找到目标表\n2. _query_table_define_designer -> 获取该表完整字段列表\n3. _read_informat_expression_doc -> 如需配置表达式\n4. 阅读 cat {baseDir}/references/system_edit_table_field.json\n5. 用真实的tableId和fieldId操作\n```\n\n### 操作数据记录前\n\n```\n1. _query_all_table_list -> 获取已发布的表ID\n2. _query_table_define -> 获取已发布的字段结构\n3. 阅读对应参数文档\n4. 用真实字段ID构造记录数据\n```\n\n## 工作台智能体方法列表\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [用户端] | `_wb_set_curr_appid` | 设置当前会话上下文的应用ID | `references/system_wb_set_curr_appid.json` MUST READ |\n| [用户端] | `_wb_process_define_list` | 获取当前用户能发起的工作流列表 | `references/system_wb_process_define_list.json` MUST READ |\n| [用户端] | `_wb_get_process_define` | 获取指定工作流流程定义配置 | `references/system_wb_get_process_define.json` MUST READ |\n| [用户端] | `_wb_get_table_info` | 获取指定数据表结构信息 | `references/system_wb_get_table_info.json` MUST READ |\n| [用户端] | `_wb_get_login_info` | 获取我的登录信息包括用户信息和系统配置信息 | none |\n| [用户端] | `_wb_create_instance` | 创建启动工作流流程实例 | `references/system_wb_create_instance.json` MUST READ |\n| [用户端] | `_wb_query_instance_list` | 查询当前用户发起的全部流程实例(跨应用) | `references/system_wb_query_instance_list.json` MUST READ |\n| [用户端] | `_wb_query_instance_info` | 查询工作台流程实例详情 | `references/system_wb_query_instance_info.json` MUST READ |\n| [用户端] | `_wb_query_task_list` | 查询工作台工作流任务列表(跨应用) | `references/system_wb_query_task_list.json` MUST READ |\n| [用户端] | `_wb_query_task_info` | 查询工作台工作流任务详情 | `references/system_wb_query_task_info.json` MUST READ |\n| [用户端] | `_wb_complete_task` | 完成(审批通过)工作台工作流任务 | `references/system_wb_complete_task.json` MUST READ |\n| [用户端] | `_wb_ask_ai` | 向AI助手提问 | `references/system_wb_ask_ai.json` MUST READ |\n| [用户端] | `_wb_upload_file` | 上传文件到平台存储并返回下载URL | `references/system_wb_upload_file.json` MUST READ |\n\n\n## 团队智能体方法列表\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [团队] | `_company_app_list` | 查询应用列表 | `references/system_company_app_list.json` MUST READ |\n| [团队] | `_company_app_create` | 创建应用 | `references/system_company_app_create.json` MUST READ |\n| [团队] | `_company_app_update` | 修改团队应用信息(名称、分组等) | `references/system_company_app_update.json` MUST READ |\n| [团队] | `_company_app_group_list` | 获取应用分组列表 | `references/system_company_app_group_list.json` MUST READ |\n| [团队] | `_company_app_group_create` | 创建应用分组 | `references/system_company_app_group_create.json` MUST READ |\n| [团队] | `_company_app_group_update` | 更新应用分组 | `references/system_company_app_group_update.json` MUST READ |\n| [团队] | `_company_app_group_delete` | 删除应用分组(危险操作) | `references/system_company_app_group_delete.json` MUST READ |\n| [团队] | `_company_department_list` | 获取团队部门列表 | `references/system_company_department_list.json` MUST READ |\n| [团队] | `_company_department_create` | 在公司中创建新部门 | `references/system_company_department_create.json` MUST READ |\n| [团队] | `_company_department_update` | 更新公司中的现有部门 | `references/system_company_department_update.json` MUST READ |\n| [团队] | `_company_department_delete` | 删除公司中的现有部门(危险操作) | `references/system_company_department_delete.json` MUST READ |\n| [团队] | `_company_role_list` | 查询角色列表 | `references/system_company_role_list.json` MUST READ |\n| [团队] | `_company_role_create` | 在公司中创建新角色 | `references/system_company_role_create.json` MUST READ |\n| [团队] | `_company_role_update` | 更新公司中的现有角色 | `references/system_company_role_update.json` MUST READ |\n| [团队] | `_company_role_delete` | 删除公司中的现有角色(危险操作) | `references/system_company_role_delete.json` MUST READ |\n| [团队] | `_company_role_permission_list` | 查询团队支持的角色权限列表 | none |\n| [团队] | `_company_member_list` | 查询团队成员列表 | `references/system_company_member_list.json` MUST READ |\n| [团队] | `_company_member_list_count` | 获取企业成员总数 | `references/system_company_member_list_count.json` MUST READ |\n| [团队] | `_company_member_create` | 添加已有账号为团队成员 | `references/system_company_member_create.json` MUST READ |\n| [团队] | `_company_member_create_new` | 创建新账号并添加为团队成员 | `references/system_company_member_create_new.json` MUST READ |\n| [团队] | `_company_member_update` | 编辑团队成员 | `references/system_company_member_update.json` MUST READ |\n| [团队] | `_company_member_delete` | 删除团队成员(危险操作) | `references/system_company_member_delete.json` MUST READ |\n| [团队] | `_company_member_info` | 查询团队成员详情 | `references/system_company_member_info.json` MUST READ |\n| [团队] | `_company_get_ai_model_list` | 获取团队AI模型列表 | none |\n\n\n## 应用智能体方法列表\n\n> [应用设计端] = 草稿环境。[用户端] = 已发布环境。\n\n### API(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_api_create_define` | 创建API定义(可带 parentId 收进分组) | `references/system_api_create_define.json` MUST READ |\n| [应用设计端] | `_api_create_directory` | 创建API分组目录(按 name 去重,返回目录 id 供 parentId 用) | `references/system_api_create_directory.json` MUST READ |\n| [应用设计端] | `_api_delete_define` | 删除API定义(危险操作) | `references/system_api_delete_define.json` MUST READ |\n| [应用设计端] | `_api_doc` | 查询织信API文档 | none |\n| [应用设计端] | `_api_query_define_designer` | 查询单个API详细定义 | `references/system_api_query_define_designer.json` MUST READ |\n| [应用设计端] | `_api_query_define_list` | 查询应用下API定义列表 | none |\n| [应用设计端] | `_api_update_define` | 更新API定义,updateFieldList声明要修改的字段 | `references/system_api_update_define.json` MUST READ |\n\n### 应用-App(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_app_check_setting` | 发布前校验草稿配置合法性 | none |\n| [应用设计端] | `_app_create_role` | 创建应用角色 | `references/system_app_create_role.json` MUST READ |\n| [应用设计端] | `_app_delete_draft_define` | 删除草稿版本Define(不可恢复) | `references/system_app_delete_draft_define.json` MUST READ |\n| [应用设计端] | `_app_get_define_list` | 获取应用定义对象列表 | `references/system_app_get_define_list.json` MUST READ |\n| [应用设计端] | `_app_get_define_object` | 获取单个定义对象详情 | `references/system_app_get_define_object.json` MUST READ |\n| [应用设计端] | `_app_get_define_type` | 获取支持的定义对象类型 | none |\n| [应用设计端] | `_app_get_draft_define_count` | 草稿变更数量统计 | none |\n| [应用设计端] | `_app_get_draft_define_list` | 草稿对象列表 | none |\n| [应用设计端] | `_app_publish` | 发布应用到正式环境(AI不应调用,提醒用户操作) | `references/system_app_publish.json` MUST READ |\n| [应用设计端] | `_app_save_define_object` | 保存定义对象结构 | `references/system_app_save_define_object.json` MUST READ |\n| [应用设计端] | `_app_set_themestyle` | 设置应用主题样式(调用前先查_app_themestyle_doc) | `references/system_app_set_themestyle.json` MUST READ |\n| [应用设计端] | `_app_themestyle_doc` | 查询应用主题样式文档 | none |\n| [应用设计端] | `_query_app_define_designer` | 查询应用设计端应用配置(模块列表、角色、API、自动化分组等) | none |\n| [应用设计端] | `_create_module_group` | 创建模块分组 | `references/system_create_module_group.json` MUST READ |\n| [应用设计端] | `_update_module_and_group_order` | 更新模块排序 | `references/system_update_module_and_group_order.json` MUST READ |\n\n### 数据表-Table(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_create_table_module` | 创建数据表(创建前必须先查询已有表和字段结构) | `references/system_create_table_module.json` MUST READ |\n| [应用设计端] | `_create_table_field_group` | 创建数据表字段分组 | `references/system_create_table_field_group.json` MUST READ |\n| [应用设计端] | `_table_save_filter_condition` | 设置数据表视图筛选条件 | `references/system_table_save_filter_condition.json` MUST READ |\n| [应用设计端] | `_table_save_datasource_dbview` | 保存数据库视图数据表SQL配置 | `references/system_table_save_datasource_dbview.json` MUST READ |\n| [应用设计端] | `_table_create_tool_bar_button` | 创建数据表工具栏按钮(支持调用脚本或自动化) | `references/system_table_create_tool_bar_button.json` MUST READ |\n| [应用设计端] | `_table_list_tool_bar_button` | 查询数据表工具栏按钮列表 | `references/system_table_list_tool_bar_button.json` MUST READ |\n| [应用设计端] | `_table_update_tool_bar_button` | 更新数据表工具栏按钮 | `references/system_table_update_tool_bar_button.json` MUST READ |\n| [应用设计端] | `_table_delete_tool_bar_button` | 删除数据表工具栏按钮 | `references/system_table_delete_tool_bar_button.json` MUST READ |\n| [应用设计端] | `_table_create_form_tool_bar_btn` | 创建数据表表单工具栏按钮(支持调用脚本或自动化) | `references/system_table_create_form_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_table_list_form_tool_bar_btn` | 查询数据表表单工具栏按钮列表 | `references/system_table_list_form_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_table_update_form_tool_bar_btn` | 更新数据表表单工具栏按钮 | `references/system_table_update_form_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_table_del_form_tool_bar_btn` | 删除数据表表单工具栏按钮 | `references/system_table_del_form_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_subtable_create_tool_bar_btn` | 创建子表工具栏按钮(仅关联列表/查找列表字段,支持新增一行、删除、调用脚本或自动化) | `references/system_subtable_create_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_subtable_list_tool_bar_btn` | 查询子表工具栏按钮列表 | `references/system_subtable_list_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_subtable_update_tool_bar_btn` | 更新子表工具栏按钮 | `references/system_subtable_update_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_subtable_delete_tool_bar_btn` | 删除子表工具栏按钮 | `references/system_subtable_delete_tool_bar_btn.json` MUST READ |\n| [应用设计端] | `_query_table_list_designer` | 查询应用设计端所有表(含未发布的,不返回表字段结构) | none |\n| [应用设计端] | `_query_table_define_designer` | 查询应用设计端数据表表字段结构 | `references/system_query_table_define_designer.json` MUST READ |\n| [应用设计端] | `_query_table_field_designer` | 查询数据表单个字段详细配置 | `references/system_query_table_field_designer.json` MUST READ |\n| [应用设计端] | `_edit_table_field` | 编辑字段(操作前必须先查询表结构获取真实ID) | `references/system_edit_table_field.json` MUST READ |\n| [应用设计端] | `_edit_table_module` | 修改数据表模块信息 | `references/system_edit_table_module.json` MUST READ |\n\n### 工作流-Bpmn(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_bpmn_create_module` | 创建工作流模块 | `references/system_bpmn_create_module.json` MUST READ |\n| [应用设计端] | `_bpmn_create_process_define` | 创建流程定义 | `references/system_bpmn_create_process_define.json` MUST READ |\n| [应用设计端] | `_bpmn_update_start_setting` | 更新流程启动配置 | `references/system_bpmn_update_start_setting.json` MUST READ |\n| [应用设计端] | `_bpmn_create_or_update_node` | 创建/更新流程节点 | `references/system_bpmn_create_or_update_node.json` MUST READ |\n| [应用设计端] | `_bpmn_create_or_update_flow` | 创建/更新流转线 | `references/system_bpmn_create_or_update_flow.json` MUST READ |\n| [应用设计端] | `_bpmn_delete_node` | 删除流程节点 | `references/system_bpmn_delete_node.json` MUST READ |\n| [应用设计端] | `_bpmn_delete_flow` | 删除流转线 | `references/system_bpmn_delete_flow.json` MUST READ |\n| [应用设计端] | `_bpmn_query_process_define` | 查询流程定义详情 | `references/system_bpmn_query_process_define.json` MUST READ |\n| [应用设计端] | `_bpmn_query_process_define_list` | 查询模块下流程定义列表 | `references/system_bpmn_query_process_define_list.json` MUST READ |\n\n### 自动化流程-Automatic(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_automatic_create_group` | 创建自动化分组(先查_query_app_define_designer避免重复) | `references/system_automatic_create_group.json` MUST READ |\n| [应用设计端] | `_automatic_delete_group` | 删除自动化分组 | `references/system_automatic_delete_group.json` MUST READ |\n| [应用设计端] | `_automatic_update_group` | 编辑自动化分组 | `references/system_automatic_update_group.json` MUST READ |\n| [应用设计端] | `_automatic_save_define` | 保存自动化配置(创建前必须先查表结构获取字段ID) | `references/system_automatic_save_define.json` MUST READ |\n| [应用设计端] | `_automatic_query_define` | 查询自动化配置 | `references/system_automatic_query_define.json` MUST READ |\n| [应用设计端] | `_automatic_run_once` | 立即执行自动化(高风险,先确认) | `references/system_automatic_run_once.json` MUST READ |\n| [应用设计端] | `_automatic_doc` | 读取自动化文档 | none |\n\n### 仪表盘-Dashboard(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_create_dashboard_module` | 创建仪表盘模块 | `references/system_create_dashboard_module.json` MUST READ |\n| [应用设计端] | `_query_dashboard_list_designer` | 查询所有仪表盘 | none |\n| [应用设计端] | `_query_dashboard_card_list` | 查询仪表盘卡片列表 | `references/system_query_dashboard_card_list.json` MUST READ |\n| [应用设计端] | `_query_dashboard_card_detail` | 查询卡片详情 | `references/system_query_dashboard_card_detail.json` MUST READ |\n| [应用设计端] | `_save_dashboard_number_card` | 创建/编辑数字卡片(先查表结构获取字段ID) | `references/system_save_dashboard_number_card.json` MUST READ |\n| [应用设计端] | `_save_dashboard_prochart_card` | 创建/编辑图表卡片(先查表结构获取字段ID) | `references/system_save_dashboard_prochart_card.json` MUST READ |\n\n### 脚本-Script(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_create_informat_script_directory` | 创建脚本目录 | `references/system_create_informat_script_directory.json` MUST READ |\n| [应用设计端] | `_save_informat_script` | 保存脚本(编辑时必须传已有ID) | `references/system_save_informat_script.json` MUST READ |\n| [应用设计端] | `_query_informat_script_list` | 查询脚本列表 | none |\n| [应用设计端] | `_query_informat_script_content` | 查询脚本内容 | `references/system_query_informat_script_content.json` MUST READ |\n| [应用设计端] | `_execute_informat_script_designer` | 在设计器中执行脚本 | `references/system_execute_informat_script_designer.json` MUST READ |\n| [应用设计端] | `_script_save_git_config` | 保存脚本Git仓库配置 | `references/system_script_save_git_config.json` MUST READ |\n| [应用设计端] | `_script_pull_from_git` | 从Git仓库拉取脚本到应用 | `references/system_script_pull_from_git.json` MUST READ |\n| [应用设计端] | `_script_push_to_git` | 推送应用脚本到Git仓库 | `references/system_script_push_to_git.json` MUST READ |\n\n### 定时任务-Schedule(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_schedule_create_define` | 创建定时任务 | `references/system_schedule_create_define.json` MUST READ |\n| [应用设计端] | `_schedule_update_define` | 更新定时任务 | `references/system_schedule_update_define.json` MUST READ |\n| [应用设计端] | `_schedule_delete_define` | 删除定时任务 | `references/system_schedule_delete_define.json` MUST READ |\n| [应用设计端] | `_schedule_query_define_designer` | 查询定时任务详情 | `references/system_schedule_query_define_designer.json` MUST READ |\n| [应用设计端] | `_schedule_query_define_list` | 查询定时任务列表 | none |\n| [应用设计端] | `_schedule_run_once` | 立即触发一次 | `references/system_schedule_run_once.json` MUST READ |\n| [应用设计端] | `_schedule_doc` | 查询定时任务文档 | none |\n\n### 国际化-I18n(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_i18n_query_define_designer` | 查询国际化配置 | none |\n| [应用设计端] | `_i18n_save_define_designer` | 保存翻译定义 | `references/system_i18n_save_define_designer.json` MUST READ |\n| [应用设计端] | `_i18n_save_locale_designer` | 保存语言列表 | `references/system_i18n_save_locale_designer.json` MUST READ |\n| [应用设计端] | `_i18n_set_app_name` | 设置应用国际化名称 | `references/system_i18n_set_app_name.json` MUST READ |\n| [应用设计端] | `_i18n_set_module_name` | 设置模块国际化名称 | `references/system_i18n_set_module_name.json` MUST READ |\n| [应用设计端] | `_i18n_set_table_field_name` | 设置字段国际化名称 | `references/system_i18n_set_table_field_name.json` MUST READ |\n| [应用设计端] | `_i18n_set_field_option_name` | 设置选项值国际化名称 | `references/system_i18n_set_field_option_name.json` MUST READ |\n\n### 网站资源-Website(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_website_create_module` | 创建网站模块(先查询避免重复) | `references/system_website_create_module.json` MUST READ |\n| [应用设计端] | `_website_create_directory` | 创建资源目录 | `references/system_website_create_directory.json` MUST READ |\n| [应用设计端] | `_website_save_resource` | 创建/编辑资源(编辑先查ID) | `references/system_website_save_resource.json` MUST READ |\n| [应用设计端] | `_website_delete_resource` | 删除资源 | `references/system_website_delete_resource.json` MUST READ |\n| [应用设计端] | `_website_query_define_designer` | 查询网站模块详情 | `references/system_website_query_define_designer.json` MUST READ |\n| [应用设计端] | `_website_query_list_designer` | 查询所有网站模块 | none |\n| [应用设计端] | `_website_query_resource` | 查询资源详情 | `references/system_website_query_resource.json` MUST READ |\n| [应用设计端] | `_website_preview` | 预览网站 | `references/system_website_preview.json` MUST READ |\n| [应用设计端] | `_website_read_informat_doc` | 读取网站设计器文档 | none |\n| [应用设计端] | `_codestudio_list_modules` | 列出当前应用已有的 AICodeStudio 模块(建模块前先查、能复用就复用) | `references/system_codestudio_list_modules.json` MUST READ |\n| [应用设计端] | `_codestudio_create_module` | 创建 AICodeStudio 模块(完整 Vue3 项目,返回 moduleId) | `references/system_codestudio_create_module.json` MUST READ |\n| [应用设计端] | `_codestudio_list_files` | 列出模块所有源文件 | `references/system_codestudio_list_files.json` MUST READ |\n| [应用设计端] | `_codestudio_read_file` | 读取单个源文件 | `references/system_codestudio_read_file.json` MUST READ |\n| [应用设计端] | `_codestudio_write_file` | 创建/覆盖单个源文件 | `references/system_codestudio_write_file.json` MUST READ |\n| [应用设计端] | `_codestudio_create_script` | 为模块建脚本(自动套 ai_{moduleId}_ 前缀 + 注释 + 分组) | `references/system_codestudio_create_script.json` MUST READ |\n| [应用设计端] | `_codestudio_create_api` | 为模块建 API(自动套 ai/{moduleId}/ 前缀 + 分组) | `references/system_codestudio_create_api.json` MUST READ |\n| [应用设计端] | `_codestudio_compile` | 编译并返回结构化构建报错(写完必调,据报错自愈) | `references/system_codestudio_compile.json` MUST READ |\n| [应用设计端] | `_codestudio_preview` | 获取预览地址 | `references/system_codestudio_preview.json` MUST READ |\n\n> **前端/网站选择指引:** 需要交互式、组件化、带路由/状态/图表的复杂前端 → **优先用 `_codestudio_*`(AICodeStudio,完整 Vue3 项目)**;仅纯静态展示页才用 `_website_*`。同一需求二选一,不要混用。\n> **★ 建模块前先查:** 调 `_codestudio_create_module` 之前**必须**先调 `_codestudio_list_modules` 看当前应用有没有现成、用途相符的 AICodeStudio 模块——有就复用它的 moduleId,**不要在同一应用里重复建模块**。\n> **★★ 用 codestudio 建应用前,必须先完整读一遍 `references/doc/markdown/informat.codestudio.md`**(全流程手册:建模块→查表→建脚本→建API→写Vue→编译→预览,含脚本签名/错误信封/callApi 解包/文件写入边界/npm 白名单等所有踩坑点)。不读直接调 `_codestudio_*` 几乎必翻车。\n> **★ codestudio 数据对接铁律:** codestudio 模块要读写平台表数据时,脚本/API **必须**用 `_codestudio_create_script` / `_codestudio_create_api`(后端自动套 `ai_{moduleId}_` / `ai/{moduleId}/` 前缀 + 收进分组),**禁止**用裸的 `_save_informat_script` / `_api_create_define`——否则资源不会归属到模块,用户在抽屉里看不到。Vue 里 `callApi(path)` 用 `_codestudio_create_api` 返回的完整 path。\n\n### AI助手(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_aiassistant_create` | 创建AI助手模块 | `references/system_aiassistant_create.json` MUST READ |\n| [应用设计端] | `_aiassistant_update` | 更新AI助手模块 | `references/system_aiassistant_update.json` MUST READ |\n| [应用设计端] | `_aiassistant_delete` | 删除AI助手模块 | `references/system_aiassistant_delete.json` MUST READ |\n| [应用设计端] | `_aiassistant_doc` | 查询AI助手文档 | none |\n\n### 监听器-AppListener(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_app_listener_create` | 创建新的监听器定义 | `references/system_app_listener_create.json` MUST READ |\n| [应用设计端] | `_app_listener_update` | 更新监听器定义,updateFieldList声明要修改的字段 | `references/system_app_listener_update.json` MUST READ |\n| [应用设计端] | `_app_listener_delete` | 删除监听器定义(如果是目录,会同时删除目录下的所有监听器) | `references/system_app_listener_delete.json` MUST READ |\n| [应用设计端] | `_app_listener_list` | 查询当前应用下的监听器定义列表(树形结构,包含目录和子监听器) | `references/system_app_listener_list.json` MUST READ |\n\n### 问卷调查-Survey(设计器)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [应用设计端] | `_survey_create_module` | 创建问卷模块 | `references/system_survey_create_module.json` MUST READ |\n| [应用设计端] | `_survey_create_item` | 创建问卷题目 | `references/system_survey_create_item.json` MUST READ |\n| [应用设计端] | `_survey_update_item` | 更新问卷题目 | `references/system_survey_update_item.json` MUST READ |\n| [应用设计端] | `_survey_delete_item` | 删除问卷题目 | `references/system_survey_delete_item.json` MUST READ |\n| [应用设计端] | `_survey_query_define_designer` | 查询问卷配置 | `references/system_survey_query_define_designer.json` MUST READ |\n\n### 应用-App(用户端)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [用户端] | `_query_app_define` | 查询已发布应用配置(模块列表、角色、API等) | none |\n| [用户端] | `_query_app_user` | 查询当前用户在此应用里的角色权限(管理员拥有所有权限不返回permissionList,非管理员返回moduleKey_权限名格式的权限列表) | none |\n| [用户端] | `_query_app_user_list` | 查询账号信息(ID、邮箱、上级、部门) | `references/system_query_app_user_list.json` MUST READ |\n| [用户端] | `_app_member_create` | 将已有团队成员添加到当前应用中 | `references/system_app_member_create.json` MUST READ |\n| [用户端] | `_app_member_update` | 更新应用成员的角色信息 | `references/system_app_member_update.json` MUST READ |\n| [用户端] | `_app_member_delete` | 从当前应用中移除成员(危险操作) | `references/system_app_member_delete.json` MUST READ |\n\n### 数据表-Table(用户端)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [用户端] | `_query_all_table_list` | 查询已发布的所有数据表(不返回表字段结构) | none |\n| [用户端] | `_query_table_define` | 查询已发布表的字段结构(用于记录操作) | `references/system_query_table_define.json` MUST READ |\n| [用户端] | `_query_table_record_list` | 按条件查询数据表记录 | `references/system_query_table_record_list.json` MUST READ |\n| [用户端] | `_query_table_record_list_count` | 统计符合条件的记录数量 | `references/system_query_table_record_list_count.json` MUST READ |\n| [用户端] | `_table_record_batch_insert` | 批量插入记录(先查表结构获取字段ID) | `references/system_table_record_batch_insert.json` MUST READ |\n| [用户端] | `_table_record_batch_update` | 批量更新记录 | `references/system_table_record_batch_update.json` MUST READ |\n| [用户端] | `_table_record_batch_delete` | 批量删除记录(危险操作) | `references/system_table_record_batch_delete.json` MUST READ |\n\n### 工作流-Bpmn(用户端)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [用户端] | `_bpmn_create_instance` | 创建启动工作流流程实例(先查流程定义) | `references/system_bpmn_create_instance.json` MUST READ |\n| [用户端] | `_bpmn_query_instance_list` | 查询当前用户发起的流程实例列表 | `references/system_bpmn_query_instance_list.json` MUST READ |\n| [用户端] | `_bpmn_query_instance_info` | 查询流程实例详情 | `references/system_bpmn_query_instance_info.json` MUST READ |\n| [用户端] | `_bpmn_query_task_list` | 查询分配给当前用户的工作流任务列表 | `references/system_bpmn_query_task_list.json` MUST READ |\n| [用户端] | `_bpmn_query_task_info` | 查询工作流任务详情 | `references/system_bpmn_query_task_info.json` MUST READ |\n| [用户端] | `_bpmn_complete_task` | 完成(审批通过)工作流任务 | `references/system_bpmn_complete_task.json` MUST READ |\n| [用户端] | `_bpmn_process_define_list` | 获取流程定义列表 | `references/system_bpmn_process_define_list.json` MUST READ |\n| [用户端] | `_bpmn_get_process_define` | 获取流程定义详情 | `references/system_bpmn_get_process_define.json` MUST READ |\n\n### 搜索引擎-Textindex(用户端)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [用户端] | `_query_all_textindex_list` | 查询搜索引擎模块列表 | none |\n| [用户端] | `_textindex_search` | 搜索引擎关键字搜索 | `references/system_textindex_search.json` MUST READ |\n\n### 知识库-Knowledgebase(用户端)\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [用户端] | `_knowledgebase_search` | 知识库关键字搜索 | `references/system_knowledgebase_search.json` MUST READ |\n\n\n## 公共智能体方法列表\n\n> 以下方法无需 `--appId`,直接调用即可。\n\n| 端 | 方法名 | 说明 | 参数文档 |\n|----|--------|------|----------|\n| [公共] | `_app_get_web_url` | 获取应用Web根地址 | none |\n| [公共] | `_app_doc` | 查询应用文档 | none |\n| [公共] | `_javascript_eval` | 执行JavaScript代码 | `references/system_javascript_eval.json` MUST READ |\n| [公共] | `_render_html` | 渲染HTML内容 | `references/system_render_html.json` MUST READ |\n| [公共] | `_web_content` | 获取网络URL内容 | `references/system_web_content.json` MUST READ |\n| [公共] | `_get_current_time` | 获取当前时间 | none |\n| [公共] | `_get_current_user` | 获取当前用户 | none |\n| [公共] | `_read_informat_expression_doc` | 织信表达式文档 | none |\n| [公共] | `_read_informat_script_sdk` | 织信脚本SDK文档 | none |\n| [公共] | `_read_informat_dashboard_document` | 织信仪表盘图表文档 | none |\n| [公共] | `_list_informat_markdown` | 列出所有可用的Markdown文档列表 | none |\n| [公共] | `_read_informat_markdown` | 读取指定Markdown文档内容(支持子目录如script/) | `references/system_read_informat_markdown.json` MUST READ |\n| [公共] | `_read_office_file` | 读取Office文档内容 | `references/system_read_office_file.json` MUST READ |\n| [公共] | `_send_notification` | 发送通知 | `references/system_send_notification.json` MUST READ |\n| [公共] | `_send_system_email` | 发送邮件 | `references/system_send_system_email.json` MUST READ |\n\n## 本地参考文档\n\n无需调用接口,直接查阅 `{baseDir}/references/doc/` 目录:\n\n**核心功能文档(`doc/markdown/` 目录)**:\n\n| 文档文件名 | 说明 |\n|-----------|------|\n| `informat.aiassistant.md` | AI助手开发文档 |\n| `informat.api.md` | 开放API文档 |\n| `informat.app.md` | 应用文档 |\n| `informat.app.themestyle.md` | 应用主题样式文档 |\n| `informat.automatic.md` | 自动化流程文档 |\n| `informat.company.md` | 团队介绍文档(团队成员、团队角色、组织架构) |\n| `informat.dashboard.md` | 仪表盘开发文档 |\n| `informat.expression.md` | 表达式语法文档 |\n| `informat.schedule.md` | 定时任务文档 |\n| `informat.script.md` | 脚本开发总览 |\n| `informat.table.md` | 数据表设计文档 |\n| `informat.task.md` | 任务中心文档 |\n| `informat.website.md` | 网站设计器文档 |\n| `informat.codestudio.md` | AI Code Studio 全流程开发文档(用 `_codestudio_*` 建完整 Vue 应用:建模块→脚本→API→Vue→编译→预览) |\n\n**脚本API文档(`doc/markdown/script/` 目录)**:按模块分类(bpmn.md、table.md、form.md等),包含方法说明、参数定义、示例代码。\n\n## 常见问题\n\n**Q: 应用模块标识符已存在?** 该模块ID已被使用,需要换一个。\n\n**Q: 如何获取应用的模块列表?** 使用`_query_app_define_designer`。\n\n**Q: 应用的访问地址?** `{host}/app/{appId}`\n\n\nARGUMENTS: 我需要发布一篇文章到\"官网管理\"应用的\"文章管理\"数据表。请先帮我查询这个数据表的字段结构,以便我了解所有必填字段。"}]},"isMeta":true,"uuid":"a698737b-436e-4369-a61b-532f1673740c","timestamp":"2026-06-01T07:28:20.632Z","sourceToolUseID":"call_00_9Ft9vL0JCe1XiopXK9ue5370","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"a698737b-436e-4369-a61b-532f1673740c","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"99179c4b-b6ab-4f34-8f27-6c68c185e2f6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"I need to publish the article to the `官网管理` (Official Website Management) app's `文章管理` (Article Management) data table on the 织信 platform. Let me follow the skill instructions:\n\n1. First, query the application list to find the `官网管理` app and get its appId\n2. Then query the table structure for `文章管理` table\n3. Then publish the article\n\nLet me start by querying the app list.","signature":"99179c4b-b6ab-4f34-8f27-6c68c185e2f6"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":10454,"cache_creation_input_tokens":0,"cache_read_input_tokens":47744,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"1949e358-8ca5-4eaf-8dd4-6bed8c7eb05e","timestamp":"2026-06-01T07:28:22.261Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"1949e358-8ca5-4eaf-8dd4-6bed8c7eb05e","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"99179c4b-b6ab-4f34-8f27-6c68c185e2f6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"I need to query the application list to find the \"官网管理\" app and get its ID, then query the table structure. Let me start."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":10454,"cache_creation_input_tokens":0,"cache_read_input_tokens":47744,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"e73d69e6-ba76-4ca7-9ae0-97c8451cf97b","timestamp":"2026-06-01T07:28:22.518Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"e73d69e6-ba76-4ca7-9ae0-97c8451cf97b","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"99179c4b-b6ab-4f34-8f27-6c68c185e2f6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_UjL8ibDuyfWtmIiCCDl20876","name":"Bash","input":{"command":"node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _company_app_list","description":"Query all apps to find the 官网管理 app ID","timeout":30000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":10454,"cache_creation_input_tokens":0,"cache_read_input_tokens":47744,"output_tokens":239,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"bcb5b689-7b8d-4a86-b4b8-36877071743c","timestamp":"2026-06-01T07:28:22.948Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"bcb5b689-7b8d-4a86-b4b8-36877071743c","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_UjL8ibDuyfWtmIiCCDl20876","type":"tool_result","content":"{\n \"applicationGroupList\": [\n {\n \"id\": \"wkjqu8gp76n2i\",\n \"name\": \"Default\",\n \"rowNumber\": 1\n },\n {\n \"id\": \"rdmsb3s1ame1q\",\n \"name\": \"test\",\n \"rowNumber\": 2\n },\n {\n \"id\": \"vait03qno2w3g\",\n \"name\": \"seo\",\n \"rowNumber\": 3\n }\n ],\n \"applicationList\": [\n {\n \"appDefineId\": \"com.demo.accounting\",\n \"color\": \"#1890ff\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"task\",\n \"id\": \"h5rkxic0feonm\",\n \"name\": \"Accounting System\",\n \"rowNumber\": 8\n },\n {\n \"appDefineId\": \"com.demo.cms\",\n \"color\": \"#52c41a\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"file-add\",\n \"id\": \"of4d79xgwn9rh\",\n \"name\": \"Content Management System\",\n \"rowNumber\": 9\n },\n {\n \"appDefineId\": \"com.ainformat.hr\",\n \"color\": \"#1890ff\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"home-2\",\n \"id\": \"i730pf5lrbp5j\",\n \"name\": \"Human Resources\",\n \"rowNumber\": 10\n },\n {\n \"appDefineId\": \"com.demo.helpdesk\",\n \"color\": \"#f5222d\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"flask\",\n \"id\": \"yolz7wj7szywv\",\n \"name\": \"Help Desk & Ticketing System\",\n \"rowNumber\": 11\n },\n {\n \"appDefineId\": \"com.demo.knowledgebase\",\n \"color\": \"#2f54eb\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"links\",\n \"id\": \"xcuaus6d6dqq6\",\n \"name\": \"Knowledge Base System\",\n \"rowNumber\": 13\n },\n {\n \"appDefineId\": \"com.demo.meetingroom\",\n \"color\": \"#eb2f96\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"home-2\",\n \"id\": \"eawbm86wi7y8o\",\n \"name\": \"Meeting Room Booking System\",\n \"rowNumber\": 14\n },\n {\n \"appDefineId\": \"com.demo.projectmgmt\",\n \"color\": \"#1890ff\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"task\",\n \"id\": \"uwsfckbw4hmz3\",\n \"name\": \"Project Management System (Demo)\",\n \"rowNumber\": 15\n },\n {\n \"appDefineId\": \"com.demo.task_0414_4_en\",\n \"color\": \"#13c2c2\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"task\",\n \"id\": \"u6839s08arxj9\",\n \"name\": \"Task Management\",\n \"rowNumber\": 18\n },\n {\n \"appDefineId\": \"com.demo.ecommerce\",\n \"color\": \"#fa8c16\",\n \"groupId\": \"wkjqu8gp76n2i\",\n \"icon\": \"home\",\n \"id\": \"enbrfgw4py9j9\",\n \"name\": \"E-Commerce Platform\",\n \"rowNumber\": 19\n },\n {\n \"appDefineId\": \"com.demo.crm_0414_1_en\",\n \"color\": \"#1890ff\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"global\",\n \"id\": \"vns9s99liqjo9\",\n \"name\": \"CRM System\",\n \"rowNumber\": 25\n },\n {\n \"appDefineId\": \"com.demo.jxc_0414_2_en\",\n \"color\": \"#fa541c\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"git-branch\",\n \"id\": \"ks7k90h0bfp2b\",\n \"name\": \"Inventory Management\",\n \"rowNumber\": 26\n },\n {\n \"appDefineId\": \"com.demo.xpmgmt_0414_5_en\",\n \"color\": \"#2f54eb\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"task\",\n \"id\": \"dapul0xstpnuc\",\n \"name\": \"Project Management Pro\",\n \"rowNumber\": 27\n },\n {\n \"appDefineId\": \"com.demo.crm_mfg_0414_6_en\",\n \"color\": \"c3\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"global\",\n \"id\": \"vd190merc1xiy\",\n \"name\": \"CRM Manufacturing Tech\",\n \"rowNumber\": 28\n },\n {\n \"appDefineId\": \"com.demo.task_0414b_8_en\",\n \"color\": \"#52c41a\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"task\",\n \"id\": \"xg3qb7ig2mq9q\",\n \"name\": \"Task Management Pro B\",\n \"rowNumber\": 29\n },\n {\n \"appDefineId\": \"com.demo.crm_full_0414_9_en\",\n \"color\": \"c5\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"global\",\n \"id\": \"o2y714v2mxwyi\",\n \"name\": \"CRM Customer Relations\",\n \"rowNumber\": 32\n },\n {\n \"appDefineId\": \"com.demo.task_0414b_4_en\",\n \"color\": \"#13c2c2\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"task\",\n \"id\": \"tup984vbaak40\",\n \"name\": \"Task Managemen\",\n \"rowNumber\": 36\n },\n {\n \"appDefineId\": \"com.demo.crm_mfg_0414b_6_en\",\n \"color\": \"#eb2f96\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"global\",\n \"id\": \"cr2ivjfka4s4o\",\n \"name\": \"CRM Manufacturing Tech B\",\n \"rowNumber\": 38\n },\n {\n \"appDefineId\": \"com.demo.jxc_0414b_7_en\",\n \"color\": \"#fa8c16\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"git-branch\",\n \"id\": \"s8h1lt1hfr0fa\",\n \"name\": \"Inventory Management Pro B\",\n \"rowNumber\": 39\n },\n {\n \"appDefineId\": \"com.demo.crm_full_0414b_9_en\",\n \"color\": \"#f5222d\",\n \"groupId\": \"rdmsb3s1ame1q\",\n \"icon\": \"global\",\n \"id\": \"idotsgdu6n2qf\",\n \"name\": \"CRM Full Suite B\",\n \"rowNumber\": 40\n },\n {\n \"appDefineId\": \"cn.informat.ows\",\n \"color\": \"c1\",\n \"groupId\": \"vait03qno2w3g\",\n \"icon\": \"chrome\",\n \"id\": \"lz943002ds9p0\",\n \"name\": \"官网管理\",\n \"rowNumber\": 65\n }\n ],\n \"taskNum\": 0\n}","is_error":false}]},"uuid":"70c94b46-f4ab-4bb2-bcac-b5e4154052f8","timestamp":"2026-06-01T07:28:24.097Z","sourceToolAssistantUUID":"bcb5b689-7b8d-4a86-b4b8-36877071743c","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"70c94b46-f4ab-4bb2-bcac-b5e4154052f8","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"1de70d91-b35e-462b-8571-e8c3c53ab3e6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"I found the \"官网管理\" app:\n- id: `lz943002ds9p0`\n- appDefineId: `cn.informat.ows`\n\nNow I need to query the app definition to find the \"文章管理\" (Article Management) table and its field structure. Let me first query the app define designer to get the modules list.","signature":"1de70d91-b35e-462b-8571-e8c3c53ab3e6"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1895,"cache_creation_input_tokens":0,"cache_read_input_tokens":58368,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"fd878d54-dab4-4a63-a248-65055237c598","timestamp":"2026-06-01T07:28:25.401Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"fd878d54-dab4-4a63-a248-65055237c598","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"1de70d91-b35e-462b-8571-e8c3c53ab3e6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Found the 官网管理 app (id: `lz943002ds9p0`). Now let me query its table structure."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1895,"cache_creation_input_tokens":0,"cache_read_input_tokens":58368,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"488f5da2-7d9b-45c1-9f1f-194272fe3328","timestamp":"2026-06-01T07:28:25.628Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"488f5da2-7d9b-45c1-9f1f-194272fe3328","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"1de70d91-b35e-462b-8571-e8c3c53ab3e6","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_CyPRxfClR50EWydg3jMJ6808","name":"Bash","input":{"command":"node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _query_app_define_designer --appId lz943002ds9p0","description":"Query app define to find module list and tables","timeout":30000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1895,"cache_creation_input_tokens":0,"cache_read_input_tokens":58368,"output_tokens":227,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"97b0adf3-453f-445e-897b-305216af097e","timestamp":"2026-06-01T07:28:26.181Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"97b0adf3-453f-445e-897b-305216af097e","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_CyPRxfClR50EWydg3jMJ6808","type":"tool_result","content":"{\n \"apiList\": [\n {\n \"expand\": false,\n \"id\": \"bhs6dblgg4xgz\",\n \"isDirectory\": false,\n \"key\": \"bhs6dblgg4xgz\",\n \"name\": \"根据链接获取TDK\"\n },\n {\n \"expand\": false,\n \"id\": \"t7nnw8qkg0zqh\",\n \"isDirectory\": false,\n \"key\": \"t7nnw8qkg0zqh\",\n \"name\": \"获取友情链接列表\"\n },\n {\n \"expand\": false,\n \"id\": \"gs6a9fqvbbvc6\",\n \"isDirectory\": false,\n \"key\": \"gs6a9fqvbbvc6\",\n \"name\": \"获取客户案例列表\"\n },\n {\n \"expand\": false,\n \"id\": \"owja0fqv850y3\",\n \"isDirectory\": false,\n \"key\": \"owja0fqv850y3\",\n \"name\": \"获取文章类型\"\n },\n {\n \"expand\": false,\n \"id\": \"tudpdae7t0u8x\",\n \"isDirectory\": false,\n \"key\": \"tudpdae7t0u8x\",\n \"name\": \"获取文章\"\n },\n 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]\n}","is_error":false}]},"uuid":"64e4329b-0ee3-41fb-9b4c-9283a91293e9","timestamp":"2026-06-01T07:28:29.468Z","sourceToolAssistantUUID":"97b0adf3-453f-445e-897b-305216af097e","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"64e4329b-0ee3-41fb-9b4c-9283a91293e9","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"7852efeb-56de-4a77-8805-203a67a66809","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"I found the \"文章管理\" table (Article Management) with module id `article`. Now I need to query the table's field structure to understand all required fields. Let me use `_query_table_define_designer` to get the field definitions.\n\nNote: The table is in the design environment, so I use the designer version of the query method.","signature":"7852efeb-56de-4a77-8805-203a67a66809"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3518,"cache_creation_input_tokens":0,"cache_read_input_tokens":60416,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"1b0bc36a-84a0-4e9a-8b50-823f1c96dbbb","timestamp":"2026-06-01T07:28:30.963Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"1b0bc36a-84a0-4e9a-8b50-823f1c96dbbb","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"7852efeb-56de-4a77-8805-203a67a66809","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Found the `article` table (文章管理). Now let me query its field structure."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3518,"cache_creation_input_tokens":0,"cache_read_input_tokens":60416,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"61dd7fee-3ac7-4190-b9cd-b211d8af33a9","timestamp":"2026-06-01T07:28:31.179Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"61dd7fee-3ac7-4190-b9cd-b211d8af33a9","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"7852efeb-56de-4a77-8805-203a67a66809","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_bCJC4ClOcvSsvaaO9xEH9504","name":"Bash","input":{"command":"cat /Users/ginko.wang/.claude/skills/informat/references/system_query_table_define_designer.json","description":"Read parameter doc for query_table_define_designer"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":3518,"cache_creation_input_tokens":0,"cache_read_input_tokens":60416,"output_tokens":187,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"976c3a1d-9066-42c4-bed0-c26f315dc2f2","timestamp":"2026-06-01T07:28:31.553Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"976c3a1d-9066-42c4-bed0-c26f315dc2f2","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_bCJC4ClOcvSsvaaO9xEH9504","type":"tool_result","content":"{\n \"type\": \"function\",\n \"function\": {\n \"name\": \"_query_table_define_designer\",\n \"description\": \"查询指定数据表的配置信息,用于获取该数据表的全部字段信息。\\n\\n参数说明:\\n- tableId:数据表 ID,必填。该值来源于调用 [_query_table_list_designer] 接口返回结果中的 id 字段,**禁止自行伪造**。\\n\\n返回说明:\\n- 返回一个包含所查询数据表全部字段信息的 JSON 字符串。\\n- 当字段类型为 ListSelect、Tree 或 Cascader 时,在使用这些字段进行数据筛选时,应使用 optionList 中的 id,而不是 name。\\n- 当字段配置中的 multiple 属性为 true 时,表示该字段存储的是列表类型数据,**不可使用 eq 等单值比较运算符**。\\n- 当字段类型为 RelationRecord 时,表示该字段为关联其他数据表的字段,可通过该字段的 ID 查询关联数据表中的信息。\",\n \"parameters\": {\n \"type\": \"object\",\n \"properties\": {\n \"tableId\": {\n \"description\": \"数据表 ID\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"tableId\"\n ]\n }\n }\n}","is_error":false}]},"uuid":"203f7b4f-3bc8-4cb9-8166-2a0d511913be","timestamp":"2026-06-01T07:28:31.594Z","sourceToolAssistantUUID":"976c3a1d-9066-42c4-bed0-c26f315dc2f2","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"203f7b4f-3bc8-4cb9-8166-2a0d511913be","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"140af893-31cb-406a-99f9-896dc00815f4","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Now I need to query the article table's field structure. The tableId is `article` (from the module list). Let me call the method.","signature":"140af893-31cb-406a-99f9-896dc00815f4"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":420,"cache_creation_input_tokens":0,"cache_read_input_tokens":64000,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"15187bf8-ecd0-44d3-823a-4f0723437abd","timestamp":"2026-06-01T07:28:32.811Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"15187bf8-ecd0-44d3-823a-4f0723437abd","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"140af893-31cb-406a-99f9-896dc00815f4","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_bQQvDG3zHSRuDaZytuDi9033","name":"Bash","input":{"command":"echo '{\"tableId\":\"article\"}' > /tmp/query_article.json && node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _query_table_define_designer --appId lz943002ds9p0 --file /tmp/query_article.json","description":"Query the article table field 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{"parentUuid":"f2d1ad41-0510-4d98-a656-9648db8c6616","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_bQQvDG3zHSRuDaZytuDi9033","type":"tool_result","content":"{\n \"fieldGroupList\": [],\n \"fieldList\": [\n {\n \"id\": \"id\",\n \"name\": \"id\",\n \"type\": \"UUID\"\n },\n {\n \"id\": \"content\",\n \"name\": \"正文\",\n \"type\": \"RichText\"\n },\n {\n \"id\": \"description\",\n \"name\": \"简介\",\n \"type\": \"MultiText\"\n },\n {\n \"id\": \"author\",\n \"name\": \"作者\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"metaTitle\",\n \"name\": \"Title\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"name\",\n \"name\": \"标题\",\n \"singleTextSetting\": {\n \"nullable\": false\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"metaKeywords\",\n \"name\": \"Keywords\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"metaDescription\",\n \"name\": \"Description\",\n \"type\": \"MultiText\"\n },\n {\n \"attachmentSetting\": {\n \"multiple\": false,\n \"nullable\": true\n },\n \"id\": \"cover\",\n \"name\": \"封面\",\n \"type\": \"Attachment\"\n },\n {\n \"dateSetting\": {\n \"nullable\": true\n },\n \"id\": \"publishTime\",\n \"name\": \"发布时间\",\n \"type\": \"Date\"\n },\n {\n \"id\": \"parentCategory\",\n \"name\": \"资讯大类\",\n \"relationRecordFieldSetting\": {\n \"fieldId\": \"article\",\n \"targetFieldId\": \"category\",\n \"targetTableId\": \"article_category\"\n },\n \"type\": \"RelationRecordField\"\n },\n {\n \"id\": \"category\",\n \"name\": \"资讯分类\",\n \"relationRecordSetting\": {\n \"nameFieldId\": \"name\",\n \"nullable\": false,\n \"tableId\": \"article_category\"\n },\n \"type\": \"RelationRecord\"\n },\n {\n \"id\": \"linkArticle\",\n \"name\": \"关联内容\",\n \"relationSetting\": {\n \"tableId\": \"article\"\n },\n \"type\": \"Relation\"\n },\n {\n \"id\": \"promotionPos\",\n \"listSelectSetting\": {\n \"multiple\": true,\n \"nullable\": true,\n \"optionList\": []\n },\n \"name\": \"推广位\",\n \"type\": \"ListSelect\"\n },\n {\n \"id\": \"weight\",\n \"integerSetting\": {\n \"enableRange\": false,\n \"max\": 0,\n \"min\": 0,\n \"nullable\": false\n },\n \"name\": \"权重\",\n \"type\": \"Integer\"\n },\n {\n \"id\": \"seqNo\",\n \"name\": \"文章编号\",\n \"type\": \"ID\"\n },\n {\n \"group\": \"\",\n \"id\": \"randomSort\",\n \"name\": \"randomSort\",\n \"type\": \"Formula\"\n },\n {\n \"id\": \"categoryPath\",\n \"name\": \"分类路径\",\n \"relationRecordFieldSetting\": {\n \"fieldId\": \"article\",\n \"targetFieldId\": \"path\",\n \"targetTableId\": \"article_category\"\n },\n \"type\": \"RelationRecordField\"\n },\n {\n \"group\": \"\",\n \"id\": \"aiGen\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": true,\n \"optionList\": [\n {\n \"checked\": false,\n \"color\": \"c1\",\n \"disabled\": false,\n \"id\": \"none\",\n \"name\": \"不需要\"\n },\n {\n \"checked\": false,\n \"color\": \"c2\",\n \"disabled\": false,\n \"id\": \"need\",\n \"name\": \"需要生成\"\n },\n {\n \"checked\": false,\n \"color\": \"c3\",\n \"disabled\": false,\n \"id\": \"generated\",\n \"name\": \"已生成\"\n }\n ]\n },\n \"name\": \"AI生成\",\n \"type\": \"ListSelect\"\n },\n {\n \"group\": \"\",\n \"id\": \"seqNoNum\",\n \"integerSetting\": {\n \"enableRange\": false,\n \"max\": 0,\n \"min\": 0,\n \"nullable\": true\n },\n \"name\": \"文章编号-数字\",\n \"type\": \"Integer\"\n },\n {\n \"group\": \"\",\n \"id\": \"articleBrandExtract\",\n \"name\": \"品牌或企业\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"viewCount\",\n \"integerSetting\": {\n \"enableRange\": false,\n \"max\": 0,\n \"min\": 0,\n \"nullable\": true\n },\n \"name\": \"浏览\",\n \"type\": \"Integer\"\n },\n {\n \"group\": \"\",\n \"id\": \"syncTrackKeywordState\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": false,\n \"optionList\": [\n {\n \"checked\": true,\n \"color\": \"c1\",\n \"disabled\": false,\n \"id\": \"Unsynchronized\",\n \"name\": \"未同步\"\n },\n {\n \"checked\": false,\n \"color\": \"c2\",\n \"disabled\": false,\n \"id\": \"Synchronized\",\n \"name\": \"已同步\"\n },\n {\n \"checked\": false,\n \"color\": \"c3\",\n \"disabled\": false,\n \"id\": \"Failed\",\n \"name\": \"同步失败\"\n }\n ]\n },\n \"name\": \"推广关键词同步状态\",\n \"type\": \"ListSelect\"\n },\n {\n \"id\": \"state\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": false,\n \"optionList\": [\n {\n \"checked\": false,\n \"color\": \"c1\",\n \"disabled\": false,\n \"id\": \"draft\",\n \"name\": \"Draft\"\n },\n {\n \"checked\": true,\n \"color\": \"c2\",\n \"disabled\": false,\n \"id\": \"published\",\n \"name\": \"Published\"\n },\n {\n \"checked\": false,\n \"color\": \"c4\",\n \"disabled\": false,\n \"id\": \"hidden\",\n \"name\": \"Hdden\"\n }\n ]\n },\n \"name\": \"状态\",\n \"type\": \"ListSelect\"\n }\n ],\n \"filterCondition\": {\n \"filterConditionList\": [\n {\n \"id\": \"name\",\n \"name\": \"标题\"\n },\n {\n \"id\": \"publishTime\",\n \"name\": \"发布时间\"\n },\n {\n \"id\": \"author\",\n \"name\": \"作者\"\n },\n {\n \"id\": \"category\",\n \"name\": \"资讯分类\"\n },\n {\n \"id\": \"parentCategory\",\n \"name\": \"资讯大类\"\n },\n {\n \"id\": \"seqNo\",\n \"name\": \"文章编号\"\n },\n {\n \"id\": \"viewCount\",\n \"name\": \"浏览\"\n },\n {\n \"id\": \"state\",\n \"name\": \"状态\"\n },\n {\n \"id\": \"cover\",\n \"name\": \"封面\"\n },\n {\n \"id\": \"linkArticle\",\n \"name\": \"关联内容\"\n },\n {\n \"id\": \"description\",\n \"name\": \"简介\"\n },\n {\n \"id\": \"metaTitle\",\n \"name\": \"Title\"\n },\n {\n \"id\": \"metaKeywords\",\n \"name\": \"Keywords\"\n },\n {\n \"id\": \"metaDescription\",\n \"name\": \"Description\"\n },\n {\n \"id\": \"content\",\n \"name\": \"正文\"\n },\n {\n \"id\": 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Let me identify the key fields:\n\nRequired fields (not nullable):\n- `name` (标题) - SingleText, not nullable\n- `category` (资讯分类) - RelationRecord, not nullable\n- `weight` (权重) - Integer, not nullable\n- `state` (状态) - ListSelect, not nullable\n\nNullable fields:\n- `content` (正文) - RichText\n- `description` (简介) - MultiText\n- `author` (作者) - SingleText\n- `metaTitle` (Title) - SingleText\n- `metaKeywords` (Keywords) - SingleText\n- `metaDescription` (Description) - MultiText\n- `cover` (封面) - Attachment\n- `publishTime` (发布时间) - Date\n- `parentCategory` (资讯大类) - RelationRecordField\n- `linkArticle` (关联内容) - Relation\n- `promotionPos` (推广位) - ListSelect (multiple)\n- `aiGen` (AI生成) - ListSelect\n- `seqNoNum` (文章编号-数字) - Integer\n- `articleBrandExtract` (品牌或企业) - SingleText\n- `viewCount` (浏览) - Integer\n- `syncTrackKeywordState` (推广关键词同步状态) - ListSelect\n\nAuto-generated:\n- `id` - UUID (auto)\n- `seqNo` (文章编号) - ID (auto)\n- `randomSort` - Formula (auto)\n- `categoryPath` - RelationRecordField (auto from relation)\n\nNow I need to publish the article. I need to use the `_table_record_batch_insert` method to insert a record. Let me first read the parameter document for this method.\n\nLet me also identify what article categories exist (for the `category` field which is a relation to `article_category` table).\n\nLet me check the article_category table to find available categories. Also, I need to figure out the parentCategory field.\n\nWait, looking at the fields more carefully:\n- `category` is a RelationRecord to `article_category` table (with `nameFieldId: \"name\"`)\n- `parentCategory` is a RelationRecordField that gets data from the related article_category's `category` field\n\nSo for the category field, I need to provide the ID of an article_category record. Let me query available categories.\n\nBut first, let me read the parameter document for batch insert.","signature":"29601e39-6ae0-46b6-bda1-ce5c060d3b68"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2003,"cache_creation_input_tokens":0,"cache_read_input_tokens":64512,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"ceb860f6-526a-4a2c-8df5-872be4f75a1a","timestamp":"2026-06-01T07:28:39.240Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"ceb860f6-526a-4a2c-8df5-872be4f75a1a","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"29601e39-6ae0-46b6-bda1-ce5c060d3b68","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Excellent! I have the table structure. Now I need to find available article categories for the required `category` field and then read the batch insert parameter document."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2003,"cache_creation_input_tokens":0,"cache_read_input_tokens":64512,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"3b77e400-07fd-4ae7-b2fe-ff2b9df0f7d8","timestamp":"2026-06-01T07:28:39.507Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"3b77e400-07fd-4ae7-b2fe-ff2b9df0f7d8","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"29601e39-6ae0-46b6-bda1-ce5c060d3b68","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_A1pKADyTM2VxzLSWf2po0112","name":"Bash","input":{"command":"cat /Users/ginko.wang/.claude/skills/informat/references/system_table_record_batch_insert.json","description":"Read the batch insert parameter document"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":2003,"cache_creation_input_tokens":0,"cache_read_input_tokens":64512,"output_tokens":642,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"0d0d88ac-0bfb-4b05-a890-264639eea523","timestamp":"2026-06-01T07:28:39.912Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"0d0d88ac-0bfb-4b05-a890-264639eea523","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_A1pKADyTM2VxzLSWf2po0112","type":"tool_result","content":"{\n\t\"type\": \"function\",\n\t\"function\": {\n\t\t\"name\": \"_table_record_batch_insert\",\n\t\t\"description\": \"批量插入指定数据表记录。\\n\\n【重要提示】\\n指定数据表需要发布后才能批量插入记录。未发布的数据表调用本函数将会失败。\\n\\n【调用前置要求 - 必须严格遵守】\\n在调用本函数之前,你必须完成以下步骤:\\n1. 已通过 _query_all_table_list 获取目标表的 tableId(禁止自行捏造)\\n2. 已通过 _query_table_define 获取该表的完整字段列表(fieldList),明确每个字段的 id、name、type 及约束\\n3. 根据提示词要求和字段定义,在本次调用中构造完整的 recordList,每条记录必须包含所有 nullable=false 的必填字段\\n4. 禁止在 recordList 为空或未构造的情况下调用本函数\\n5. 禁止新增与提示词无关的表数据\\n\\n【字段值填写规则】\\n- SingleText / Number / Email / Phone 等基础类型:直接填写对应类型的值\\n- User 类型:填写用户标识字符串\\n- Select(单选):填写选项字符串值\\n- Select(多选):填写字符串数组,如 [\\\"选项A\\\", \\\"选项B\\\"]\\n- Cascader(单选):填写层级路径数组,如 [\\\"广东省\\\", \\\"深圳市\\\", \\\"南山区\\\"]\\n- Cascader(多选):填写二维数组,如 [[\\\"广东省\\\", \\\"深圳市\\\"], [\\\"浙江省\\\", \\\"杭州市\\\"]]\\n- Date / DateTime:填写 ISO 8601 格式字符串,如 \\\"2024-01-01\\\" 或 \\\"2024-01-01T08:00:00\\\"\\n- Boolean:填写 true 或 false\\n- UUID / Seq 类型:系统自动生成,recordList 中无需传入\\n\\n【返回值】\\n成功插入的记录数量(整数)。若返回 0 说明未插入任何数据,需检查 recordList 是否正确构造。\",\n\t\t\"parameters\": {\n\t\t\t\"type\": \"object\",\n\t\t\t\"properties\": {\n\t\t\t\t\"tableId\": {\n\t\t\t\t\t\"description\": \"数据表ID,必须来自 _query_all_table_list 返回的 id 字段,禁止自行捏造。\",\n\t\t\t\t\t\"type\": \"string\"\n\t\t\t\t},\n\t\t\t\t\"recordList\": {\n\t\t\t\t\t\"description\": \"待插入的记录列表,调用前必须根据 _query_table_define 返回的字段定义构造好完整内容。禁止传入空数组。\",\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"minItems\": 1,\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"object\",\n\t\t\t\t\t\t\"description\": \"单条记录,键为字段ID(来自 _query_table_define 的 fieldList[].id),值为对应字段的数据。UUID、Seq 类型字段无需传入。nullable=false 的字段必须提供值。示例:{\\\"memberName\\\": \\\"张三\\\", \\\"roleName\\\": \\\"项目经理\\\", \\\"phone\\\": \\\"13800138000\\\", \\\"email\\\": \\\"zhangsan@example.com\\\"}\"\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t},\n\t\t\t\"required\": [\"tableId\", \"recordList\"]\n\t\t}\n\t}\n}","is_error":false}]},"uuid":"fba1cbe8-48b4-4144-84ad-d62d9c6a3019","timestamp":"2026-06-01T07:28:39.940Z","sourceToolAssistantUUID":"0d0d88ac-0bfb-4b05-a890-264639eea523","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"fba1cbe8-48b4-4144-84ad-d62d9c6a3019","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"988385c5-eeed-4434-91c0-bbf2e8a9084b","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"I need to use `_query_all_table_list` to get the published table ID for the article table, then `_query_table_define` for the published field definitions. Then I can insert.\n\nWait, actually, I should first check if the article table is published. Let me query the published table list.\n\nActually, let me first check the article_category table to find available categories. I need to query the category table to find the correct category ID to use.\n\nLet me query the article_category table structure first.","signature":"988385c5-eeed-4434-91c0-bbf2e8a9084b"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":798,"cache_creation_input_tokens":0,"cache_read_input_tokens":67072,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"1c114dc3-1d77-4e26-ab4f-4067b2ab2483","timestamp":"2026-06-01T07:28:41.574Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"1c114dc3-1d77-4e26-ab4f-4067b2ab2483","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"988385c5-eeed-4434-91c0-bbf2e8a9084b","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_SukFXt9KfgtWzqAB334E0701","name":"Bash","input":{"command":"echo '{\"tableId\":\"article_category\"}' > /tmp/query_cat.json && node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _query_table_define_designer --appId lz943002ds9p0 --file /tmp/query_cat.json","description":"Query article_category table structure","timeout":30000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":798,"cache_creation_input_tokens":0,"cache_read_input_tokens":67072,"output_tokens":256,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"245bd1a6-18e2-4d91-ab8a-719071b2a600","timestamp":"2026-06-01T07:28:42.250Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"245bd1a6-18e2-4d91-ab8a-719071b2a600","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_SukFXt9KfgtWzqAB334E0701","type":"tool_result","content":"{\n \"fieldGroupList\": [],\n \"fieldList\": [\n {\n \"id\": \"id\",\n \"name\": \"id\",\n \"type\": \"UUID\"\n },\n {\n \"id\": \"name\",\n \"name\": \"名称\",\n \"singleTextSetting\": {\n \"nullable\": false\n },\n \"type\": \"SingleText\"\n },\n {\n \"attachmentSetting\": {\n \"multiple\": false,\n \"nullable\": true\n },\n \"id\": \"iconActive\",\n \"name\": \"图标-选择状态\",\n \"type\": \"Attachment\"\n },\n {\n \"attachmentSetting\": {\n \"multiple\": false,\n \"nullable\": true\n },\n \"id\": \"icon\",\n \"name\": \"图标\",\n \"type\": \"Attachment\"\n },\n {\n \"id\": \"show\",\n \"name\": \"是否显示\",\n \"type\": \"Checkbox\"\n },\n {\n \"id\": \"alias\",\n \"name\": \"ID别名\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"group\": \"\",\n \"id\": \"path\",\n \"name\": \"分类路径\",\n \"type\": \"Formula\"\n },\n {\n \"id\": \"category\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": true,\n \"optionList\": []\n },\n \"name\": \"大类\",\n \"type\": \"ListSelect\"\n },\n {\n \"attachmentSetting\": {\n \"multiple\": true,\n \"nullable\": true\n },\n \"group\": \"\",\n \"id\": \"coverList\",\n \"name\": \"文章封面图\",\n \"type\": \"Attachment\"\n },\n {\n \"group\": \"\",\n \"id\": \"categoryDescLookup\",\n \"lookupListSetting\": {\n \"filter\": {\n \"children\": [],\n \"conditionList\": [\n {\n \"fieldId\": \"categoryRel\",\n \"formula\": false,\n \"ignoreNull\": false,\n \"opt\": \"eq\",\n \"value\": \"${record.id}\",\n \"var\": true\n }\n ],\n \"opt\": \"and\"\n },\n \"tableId\": \"article_category_descs\"\n },\n \"name\": \"分类介绍\",\n \"type\": \"LookupList\"\n }\n ],\n \"filterCondition\": {\n \"filterConditionList\": [],\n \"filterViewType\": \"none\"\n },\n \"id\": \"article_category\",\n \"name\": \"文章分类\",\n \"type\": \"Table\"\n}","is_error":false}]},"uuid":"608b4fdc-6266-4f6d-9be5-84031aeb0c32","timestamp":"2026-06-01T07:28:45.266Z","sourceToolAssistantUUID":"245bd1a6-18e2-4d91-ab8a-719071b2a600","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"608b4fdc-6266-4f6d-9be5-84031aeb0c32","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"a731d0e7-2b87-413a-be8f-1c367d5e3f7f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Now I need to query the published version of the article table and find available categories. Let me query the published table list to get the actual table IDs, then query for categories.","signature":"a731d0e7-2b87-413a-be8f-1c367d5e3f7f"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":605,"cache_creation_input_tokens":0,"cache_read_input_tokens":68096,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"e5a5d1af-96f1-4574-9fec-4198d40eb73a","timestamp":"2026-06-01T07:28:46.680Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"e5a5d1af-96f1-4574-9fec-4198d40eb73a","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"a731d0e7-2b87-413a-be8f-1c367d5e3f7f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_F6tT5mnPZE8vK1tzwQ4W5559","name":"Bash","input":{"command":"node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _query_all_table_list --appId lz943002ds9p0","description":"Get published table IDs","timeout":30000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":605,"cache_creation_input_tokens":0,"cache_read_input_tokens":68096,"output_tokens":155,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"f65162b8-f548-4db5-b768-26ee114378c2","timestamp":"2026-06-01T07:28:47.162Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"f65162b8-f548-4db5-b768-26ee114378c2","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_F6tT5mnPZE8vK1tzwQ4W5559","type":"tool_result","content":"[\n {\n \"id\": \"tdk\",\n \"name\": \"官网TDK设置\"\n },\n {\n \"id\": \"friend_link\",\n \"name\": \"友情链接\"\n },\n {\n \"id\": \"promotion_jump_link\",\n \"name\": \"跳转链接管理\"\n },\n {\n \"id\": \"customer_case\",\n \"name\": \"客户案例\"\n },\n {\n \"id\": \"article_data\",\n \"name\": \"文章数据\"\n },\n {\n \"id\": \"promotion_link\",\n \"name\": \"推广链接管理\"\n },\n {\n \"id\": \"promotion_link_visit\",\n \"name\": \"推广链接点击记录\"\n },\n {\n \"id\": \"site_config\",\n \"name\": \"站点配置\"\n },\n {\n \"id\": \"video\",\n \"name\": \"视频管理\"\n },\n {\n \"id\": \"video_category\",\n \"name\": \"视频分类\"\n },\n {\n \"id\": \"articleMapping\",\n \"name\": \"文章自动映射\"\n },\n {\n \"id\": \"article_category\",\n \"name\": \"文章分类\"\n },\n {\n \"id\": \"article_category_descs\",\n \"name\": \"文章分类介绍\"\n },\n {\n \"id\": \"trackKeywordDetail\",\n \"name\": \"关键词追踪明细\"\n },\n {\n \"id\": \"trackKeyword\",\n \"name\": \"关键词\"\n },\n {\n \"id\": \"article\",\n \"name\": \"文章管理\"\n }\n]","is_error":false}]},"uuid":"6e623a5f-9535-4cd4-a213-56d3ff8f0713","timestamp":"2026-06-01T07:28:55.794Z","sourceToolAssistantUUID":"f65162b8-f548-4db5-b768-26ee114378c2","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"6e623a5f-9535-4cd4-a213-56d3ff8f0713","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"77a1fa6e-7c32-4e4a-9732-662f4ee4f274","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Good, the `article` and `article_category` tables are both published. Now I need to query the available categories. Let me query the records from the article_category table to find available categories.","signature":"77a1fa6e-7c32-4e4a-9732-662f4ee4f274"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":472,"cache_creation_input_tokens":0,"cache_read_input_tokens":68736,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"22ea2d7e-a3e9-485a-8b25-561c2ea775da","timestamp":"2026-06-01T07:28:57.060Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"22ea2d7e-a3e9-485a-8b25-561c2ea775da","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"77a1fa6e-7c32-4e4a-9732-662f4ee4f274","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Good, both tables are published. Let me query the available article categories."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":472,"cache_creation_input_tokens":0,"cache_read_input_tokens":68736,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"93a61a2d-00fc-4168-a3e8-0eb57558e4a3","timestamp":"2026-06-01T07:28:57.246Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"93a61a2d-00fc-4168-a3e8-0eb57558e4a3","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"77a1fa6e-7c32-4e4a-9732-662f4ee4f274","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_1HX6bVuh1EhO6Cr4hM1F9272","name":"Bash","input":{"command":"cat /Users/ginko.wang/.claude/skills/informat/references/system_query_table_record_list.json","description":"Read the query table record list parameter doc"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":472,"cache_creation_input_tokens":0,"cache_read_input_tokens":68736,"output_tokens":144,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"7f466fda-a3ab-4e43-8664-76438771ea5d","timestamp":"2026-06-01T07:28:57.613Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"7f466fda-a3ab-4e43-8664-76438771ea5d","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_1HX6bVuh1EhO6Cr4hM1F9272","type":"tool_result","content":"{\n\t\"type\": \"function\",\n\t\"function\": {\n\t\t\"name\": \"_query_table_record_list\",\n\t\t\"description\": \"按条件查询数据表记录。支持筛选、分页、排序、分组和聚合操作询。字段ID是指调用query_table_define得到的fieldList里每个field的id属性,以下涉及到fieldId的地方全是字段ID。返回的数据表记录的key也是字段ID\",\n\t\t\"parameters\": {\n\t\t\t\"type\": \"object\",\n\t\t\t\"properties\": {\n\t\t\t\t\"excludeFields\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"string\"\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"需要排除返回的字段ID列表\",\n\t\t\t\t\t\"example\": [\n\t\t\t\t\t\t\"created_by\",\n\t\t\t\t\t\t\"updated_time\"\n\t\t\t\t\t]\n\t\t\t\t},\n\t\t\t\t\"includeFields\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"string\"\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"仅查询并返回 includeFields 中指定的字段;如果未提供 includeFields,则默认查询并返回所有字段。\",\n\t\t\t\t\t\"example\": [\n\t\t\t\t\t\t\"name\",\n\t\t\t\t\t\t\"age\"\n\t\t\t\t\t]\n\t\t\t\t},\n\t\t\t\t\"tableId\": {\n\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\"description\": \"通过query_all_table_list接口获取的数据表ID\"\n\t\t\t\t},\n\t\t\t\t\"pageIndex\": {\n\t\t\t\t\t\"type\": \"integer\",\n\t\t\t\t\t\"description\": \"页码,从1开始\",\n\t\t\t\t\t\"default\": 1\n\t\t\t\t},\n\t\t\t\t\"pageSize\": {\n\t\t\t\t\t\"type\": \"integer\",\n\t\t\t\t\t\"description\": \"每页记录数。默认 1000。【重要规则】当未指定 filter 且未指定 aggregationQueryList 时,pageSize 最大为 1000,不得超出。\",\n\t\t\t\t\t\"default\": 1000\n\t\t\t\t},\n\t\t\t\t\"filter\": {\n\t\t\t\t\t\"type\": \"object\",\n\t\t\t\t\t\"description\": \"树形过滤条件结构\",\n\t\t\t\t\t\"properties\": {\n\t\t\t\t\t\t\"opt\": {\n\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\"default\": \"and\",\n\t\t\t\t\t\t\t\"description\": \"逻辑运算符。只能填写以下值之一:and(与)、or(或)。默认 and。\"\n\t\t\t\t\t\t},\n\t\t\t\t\t\t\"conditionList\": {\n\t\t\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\t\t\"type\": \"object\",\n\t\t\t\t\t\t\t\t\"properties\": {\n\t\t\t\t\t\t\t\t\t\"fieldId\": {\n\t\t\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\t\t\"description\": \"字段ID\"\n\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\"opt\": {\n\t\t\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\t\t\"description\": \"操作符类型。只能填写以下值之一:\\neq(等于,精确匹配,不适用列表字段)、ne(不等于)、gt(大于)、ge(大于等于)、lt(小于)、le(小于等于)、\\ncontains(包含子串/列表包含)、notcontains(不包含子串/列表不包含)、startswith(以指定字符串开头)、endswith(以指定字符串结尾)、\\nisnull(字段为空)、isnotnull(字段非空)、in(值在集合内)、notin(值不在集合内)、\\nparentrooteq(根节点匹配)、parenteq(父节点匹配)、parentcontains(父节点路径包含)、intree(在子树中)\"\n\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\"value\": {\n\t\t\t\t\t\t\t\t\t\t\"anyOf\": [\n\t\t\t\t\t\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\t\t\t\t\t\"type\": \"string\"\n\t\t\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\t\t\t\t\t\"type\": \"number\"\n\t\t\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\t\t\t\t\t\"type\": \"boolean\"\n\t\t\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\t\t\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\t\t\t\t\t\t\t\"type\": [\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"string\",\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"number\",\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"boolean\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t]\n\t\t\t\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\t\t\t\t\t\"type\": \"null\"\n\t\t\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t\t\t],\n\t\t\t\t\t\t\t\t\t\t\"description\": \"根据操作符类型动态变化的值,如果字段类型是Cascader,那么值应该是一个数组如[\\\"浙江省\\\",\\\"杭州市\\\"]\"\n\t\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\t\"func\": {\n\t\t\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\t\t\"description\": 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\"#/properties/filter/properties/opt\"\n\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\"conditionList\": {\n\t\t\t\t\t\t\t\t\t\"$ref\": \"#/properties/filter/properties/conditionList\"\n\t\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\t\"children\": {\n\t\t\t\t\t\t\t\t\t\"$ref\": \"#/properties/filter/properties/children\"\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t},\n\t\t\t\t\"orderByList\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"object\",\n\t\t\t\t\t\t\"properties\": {\n\t\t\t\t\t\t\t\"field\": {\n\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\"description\": \"不按照聚合值排序时为字段ID;而在聚合查询(count,sum,max,min,avg)时,比如按照薪资求和排序 field应该为:字段ID_sum\"\n\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\"type\": {\n\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\"default\": \"asc\",\n\t\t\t\t\t\t\t\t\"description\": \"排序方式。只能填写以下值之一:asc(升序,默认)、desc(降序)。\"\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t},\n\t\t\t\t\t\t\"required\": [\n\t\t\t\t\t\t\t\"field\",\n\t\t\t\t\t\t\t\"type\"\n\t\t\t\t\t\t]\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"支持多字段排序,优先级按数组顺序\"\n\t\t\t\t},\n\t\t\t\t\"groupByList\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\"description\": \"分组字段ID(通过query_table_define获取);如果是按照日期的聚合查询,格式为:分组字段ID$func,func有如下选择:day,month,quarter,year,week。例如按月分组查询则为:分组字段ID$month\"\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"分组字段列表(与aggregationQueryList配合使用)\"\n\t\t\t\t},\n\t\t\t\t\"aggregationQueryList\": {\n\t\t\t\t\t\"type\": \"array\",\n\t\t\t\t\t\"items\": {\n\t\t\t\t\t\t\"type\": \"object\",\n\t\t\t\t\t\t\"properties\": {\n\t\t\t\t\t\t\t\"func\": {\n\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\"description\": \"聚合函数类型。只能填写以下值之一:count(计数)、avg(平均值)、sum(求和)、max(最大值)、min(最小值)。\"\n\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\"fieldId\": {\n\t\t\t\t\t\t\t\t\"type\": \"string\",\n\t\t\t\t\t\t\t\t\"description\": \"需要聚合的字段ID(通过query_table_define获取)\"\n\t\t\t\t\t\t\t},\n\t\t\t\t\t\t\t\"distinct\": {\n\t\t\t\t\t\t\t\t\"type\": \"boolean\",\n\t\t\t\t\t\t\t\t\"default\": false,\n\t\t\t\t\t\t\t\t\"description\": \"是否去重计算\"\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t},\n\t\t\t\t\t\t\"required\": [\n\t\t\t\t\t\t\t\"func\",\n\t\t\t\t\t\t\t\"fieldId\"\n\t\t\t\t\t\t]\n\t\t\t\t\t},\n\t\t\t\t\t\"description\": \"聚合查询配置列表(如需要统计平均值、总数等时使用)\"\n\t\t\t\t}\n\t\t\t},\n\t\t\t\"required\": [\n\t\t\t\t\"tableId\"\n\t\t\t]\n\t\t}\n\t}\n}","is_error":false}]},"uuid":"621fca9e-aeb1-4bef-aaa4-05cbc3111daf","timestamp":"2026-06-01T07:28:57.650Z","sourceToolAssistantUUID":"7f466fda-a3ab-4e43-8664-76438771ea5d","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"621fca9e-aeb1-4bef-aaa4-05cbc3111daf","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"5840bea7-69c9-4fb7-890b-15456389a3ff","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Now let me query the available categories from the `article_category` table.","signature":"5840bea7-69c9-4fb7-890b-15456389a3ff"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1917,"cache_creation_input_tokens":0,"cache_read_input_tokens":69248,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"9c1688b3-adde-4b96-b4b9-fa891f1c3f48","timestamp":"2026-06-01T07:28:58.691Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} 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categories","timeout":30000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1917,"cache_creation_input_tokens":0,"cache_read_input_tokens":69248,"output_tokens":177,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"2b654ac8-3379-4612-9c99-0c7b8f5d045c","timestamp":"2026-06-01T07:28:59.423Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"2b654ac8-3379-4612-9c99-0c7b8f5d045c","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_bY7PF7cCBD2xAvv5xRKv7581","type":"tool_result","content":"[\n {\n \"name\": \"Low Code Development\",\n \"alias\": \"low-code-development\",\n \"id\": \"yw6u7fg11k5y2\",\n \"category\": \"news\",\n \"seq\": 1\n },\n {\n \"name\": \"No Code Platforms\",\n \"alias\": \"no-code-platforms\",\n \"id\": \"w6tg2y2p44ui3\",\n \"category\": \"news\",\n \"seq\": 2\n },\n {\n \"name\": \"Digital Transformation\",\n \"alias\": \"digital-transformation\",\n \"id\": \"z5x82psftz9qx\",\n \"category\": \"news\",\n \"seq\": 3\n },\n {\n \"name\": \"Enterprise Software Solutions\",\n \"alias\": \"enterprise-software\",\n \"id\": \"ts4ac3ag3e24x\",\n \"category\": \"news\",\n \"seq\": 4\n },\n {\n \"name\": \"Workflow Automation\",\n \"alias\": \"workflow-automation\",\n \"id\": \"las9s0lt57ps9\",\n \"category\": \"news\",\n \"seq\": 5\n },\n {\n \"name\": \"CRM Systems\",\n \"alias\": \"crm-systems\",\n \"id\": \"f9aenv1qo2ah2\",\n \"category\": \"news\",\n \"seq\": 6\n },\n {\n \"name\": \"Project Management\",\n \"alias\": \"project-management\",\n \"id\": \"m46bwngrjlifk\",\n \"category\": \"news\",\n \"seq\": 7\n },\n {\n \"name\": \"Business Process Management\",\n \"alias\": \"business-process-management\",\n \"id\": \"nnucgjej93s4f\",\n \"category\": \"news\",\n \"seq\": 8\n },\n {\n \"name\": \"IT & DevOps\",\n \"alias\": \"it-devops\",\n \"id\": \"evqt7z096gat1\",\n \"category\": \"news\",\n \"seq\": 9\n },\n {\n \"name\": \"Industry Solutions\",\n \"alias\": \"industry-solutions\",\n \"id\": \"ksopy4hzium3c\",\n \"category\": \"solution\",\n \"seq\": 10\n },\n {\n \"name\": \"Customer Cases\",\n \"alias\": \"customer-cases\",\n \"id\": \"qi7l3uorg6ga0\",\n \"category\": \"cases\",\n \"seq\": 11\n },\n {\n \"name\": \"FAQ\",\n \"alias\": \"faq\",\n \"id\": \"dkky2xczq8xy4\",\n \"category\": \"qa\",\n \"seq\": 12\n }\n]","is_error":false}]},"uuid":"83674902-36e6-4432-9b96-ca5a3dd1a62b","timestamp":"2026-06-01T07:29:01.563Z","sourceToolAssistantUUID":"2b654ac8-3379-4612-9c99-0c7b8f5d045c","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"83674902-36e6-4432-9b96-ca5a3dd1a62b","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"f925c806-b758-42c7-9460-73f15d801fec","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"I found the available categories. For my article categorized as \"FAQ\", I should use the \"FAQ\" category:\n- name: \"FAQ\"\n- id: \"dkky2xczq8xy4\"\n- category: \"qa\" (this is the parent category/大类)\n- seq: 12\n\nNow let me also query the published table fields for the article table to get the exact field IDs.\n\nActually, I already have the field structure from the designer view. Let me construct the insert data.\n\nFor the `category` field (RelationRecord), I need to provide the UUID of the article category record: `dkky2xczq8xy4`.\n\nFor the `parentCategory` field (RelationRecordField), it pulls data through a relation, so I likely don't need to set it directly - it's populated automatically based on the category relation.\n\nNow let me construct the record:\n\nFields I need to populate:\n- `name` (标题) - \"Project Management FAQ: Methodologies, Tools, and Best Practices 2026\"\n- `content` (正文) - the full HTML content\n- `description` (简介) - meta description\n- `author` (作者) - \"Informat\" (as specified by user)\n- `metaTitle` (Title) - the H1 title\n- `metaKeywords` (Keywords) - SEO keywords\n- `metaDescription` (Description) - meta description for SEO\n- `category` (资讯分类) - \"dkky2xczq8xy4\" (FAQ category ID)\n- `weight` (权重) - need to set a value, this is required (nullable=false)\n- `state` (状态) - \"published\" (I want to publish it)\n- `publishTime` (发布时间) - current date\n- `viewCount` (浏览) - random between 500-50000 as per CLAUDE.md\n- `aiGen` (AI生成) - \"generated\" or \"none\"\n\nWait, the requirement says: \"If the table has a '阅读量' (read count) field, set it to a cryptographically random integer between 500 and 50,000 (inclusive).\"\n\nThe field `viewCount` (浏览) is the read count field. I need to set it to a random integer.\n\nAlso, I need to check:\n- `weight` - required, integer, nullable=false. I should set a reasonable value like 1 or higher.\n- `state` - required, nullable=false. I should set it to \"published\".\n- `category` - required, nullable=false. Need to provide the category UUID.\n\nLet me also think about what values to use:\n- metaDescription: I need a 140-160 character meta description\n- metaKeywords: comma-separated keywords\n\nLet me construct the record data and insert it.\n\nBut first, I need to query the published table definition to get the exact fields for the published version, since I need to insert into the published table.\n\nActually, let me query the published table definition.","signature":"f925c806-b758-42c7-9460-73f15d801fec"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":666,"cache_creation_input_tokens":0,"cache_read_input_tokens":71296,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"7bd9eca8-9b15-4ad0-aa5a-2ee83678ec64","timestamp":"2026-06-01T07:29:06.875Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"7bd9eca8-9b15-4ad0-aa5a-2ee83678ec64","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"f925c806-b758-42c7-9460-73f15d801fec","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"I found the FAQ category (id: `dkky2xczq8xy4`). Now let me query the published article table definition and then publish."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":666,"cache_creation_input_tokens":0,"cache_read_input_tokens":71296,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"98ca46c5-ef0f-4b50-946c-2843170d7145","timestamp":"2026-06-01T07:29:07.152Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"98ca46c5-ef0f-4b50-946c-2843170d7145","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"f925c806-b758-42c7-9460-73f15d801fec","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_mR51Ur5HQg4jcGDFnhfm3317","name":"Bash","input":{"command":"cat /Users/ginko.wang/.claude/skills/informat/references/system_query_table_define.json","description":"Read query_table_define parameter doc"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":666,"cache_creation_input_tokens":0,"cache_read_input_tokens":71296,"output_tokens":755,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"7a1c35a7-e99d-4f42-b728-bbaee380692f","timestamp":"2026-06-01T07:29:07.488Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"7a1c35a7-e99d-4f42-b728-bbaee380692f","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_mR51Ur5HQg4jcGDFnhfm3317","type":"tool_result","content":"{\n \"type\": \"function\",\n \"function\": {\n \"name\": \"_query_table_define\",\n \"description\": \"查询指定数据表的配置信息,用于获取该数据表的全部字段信息。\\n\\n参数说明:\\n- tableId:数据表 ID,必填。该值来源于调用 _query_all_table_list 接口返回结果中的 id 字段,**禁止自行伪造**。\\n\\n返回说明:\\n- 返回一个包含所查询数据表全部字段信息的 JSON 字符串。\\n- 当字段类型为 ListSelect、Tree 或 Cascader 时,在使用这些字段进行数据筛选时,应使用 optionList 中的 id,而不是 name。\\n- 当字段配置中的 multiple 属性为 true 时,表示该字段存储的是列表类型数据,**不可使用 eq 等单值比较运算符**。\\n- 当字段类型为 RelationRecord 时,表示该字段为关联其他数据表的字段,可通过该字段的 ID 查询关联数据表中的信息。\",\n \"parameters\": {\n \"type\": \"object\",\n \"properties\": {\n \"tableId\": {\n \"description\": \"数据表 ID\",\n \"type\": \"string\"\n }\n },\n \"required\": [\n \"tableId\"\n ]\n }\n }\n}","is_error":false}]},"uuid":"bfabaee9-18cd-49b9-a5c6-9b98c0c341bf","timestamp":"2026-06-01T07:29:07.513Z","sourceToolAssistantUUID":"7a1c35a7-e99d-4f42-b728-bbaee380692f","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"bfabaee9-18cd-49b9-a5c6-9b98c0c341bf","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"8b03fd43-ca35-4106-830c-3a49e817f87f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Now let me query the published article table definition to get the exact published field structure.","signature":"8b03fd43-ca35-4106-830c-3a49e817f87f"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":306,"cache_creation_input_tokens":0,"cache_read_input_tokens":72704,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"da71176b-ecc9-44ed-92db-68b1db4c5e0d","timestamp":"2026-06-01T07:29:08.673Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"da71176b-ecc9-44ed-92db-68b1db4c5e0d","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"8b03fd43-ca35-4106-830c-3a49e817f87f","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_l9OK3juQnuppB27xmWjB4711","name":"Bash","input":{"command":"echo '{\"tableId\":\"article\"}' > /tmp/query_article_pub.json && node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _query_table_define --appId lz943002ds9p0 --file /tmp/query_article_pub.json","description":"Query published article table definition","timeout":30000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":306,"cache_creation_input_tokens":0,"cache_read_input_tokens":72704,"output_tokens":168,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"b96a4114-8ed0-4778-be74-bcc721aae45d","timestamp":"2026-06-01T07:29:09.292Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"b96a4114-8ed0-4778-be74-bcc721aae45d","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_l9OK3juQnuppB27xmWjB4711","type":"tool_result","content":"{\n \"fieldList\": [\n {\n \"id\": \"id\",\n \"name\": \"id\",\n \"type\": \"UUID\"\n },\n {\n \"id\": \"seq\",\n \"name\": \"seq\",\n \"type\": \"Seq\"\n },\n {\n \"id\": \"name\",\n \"name\": \"标题\",\n \"singleTextSetting\": {\n \"nullable\": false\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"category\",\n \"name\": \"资讯分类\",\n \"relationRecordSetting\": {\n \"nameFieldId\": \"name\",\n \"nullable\": false,\n \"tableId\": \"article_category\"\n },\n \"type\": \"RelationRecord\"\n },\n {\n \"id\": \"parentCategory\",\n \"name\": \"资讯大类\",\n \"relationRecordFieldSetting\": {\n \"fieldId\": \"article\",\n \"targetFieldId\": \"category\",\n \"targetTableId\": \"article_category\"\n },\n \"type\": \"RelationRecordField\"\n },\n {\n \"id\": \"description\",\n \"name\": \"简介\",\n \"type\": \"MultiText\"\n },\n {\n \"attachmentSetting\": {\n \"multiple\": false,\n \"nullable\": true\n },\n \"id\": \"cover\",\n \"name\": \"封面\",\n \"type\": \"Attachment\"\n },\n {\n \"dateSetting\": {\n \"nullable\": true\n },\n \"id\": \"publishTime\",\n \"name\": \"发布时间\",\n \"type\": \"Date\"\n },\n {\n \"id\": \"author\",\n \"name\": \"作者\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"metaTitle\",\n \"name\": \"Title\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"metaKeywords\",\n \"name\": \"Keywords\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"id\": \"metaDescription\",\n \"name\": \"Description\",\n \"type\": \"MultiText\"\n },\n {\n \"id\": \"content\",\n \"name\": \"正文\",\n \"type\": \"RichText\"\n },\n {\n \"id\": \"categoryPath\",\n \"name\": \"分类路径\",\n \"relationRecordFieldSetting\": {\n \"fieldId\": \"article\",\n \"targetFieldId\": \"path\",\n \"targetTableId\": \"article_category\"\n },\n \"type\": \"RelationRecordField\"\n },\n {\n \"id\": \"state\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": false,\n \"optionList\": [\n {\n \"checked\": false,\n \"color\": \"c1\",\n \"disabled\": false,\n \"id\": \"draft\",\n \"name\": \"Draft\"\n },\n {\n \"checked\": true,\n \"color\": \"c2\",\n \"disabled\": false,\n \"id\": \"published\",\n \"name\": \"Published\"\n },\n {\n \"checked\": false,\n \"color\": \"c4\",\n \"disabled\": false,\n \"id\": \"hidden\",\n \"name\": \"Hdden\"\n }\n ]\n },\n \"name\": \"状态\",\n \"type\": \"ListSelect\"\n },\n {\n \"id\": \"weight\",\n \"integerSetting\": {\n \"enableRange\": false,\n \"max\": 0,\n \"min\": 0,\n \"nullable\": false\n },\n \"name\": \"权重\",\n \"type\": \"Integer\"\n },\n {\n \"id\": \"linkArticle\",\n \"name\": \"关联内容\",\n \"relationSetting\": {\n \"tableId\": \"article\"\n },\n \"type\": \"Relation\"\n },\n {\n \"id\": \"promotionPos\",\n \"listSelectSetting\": {\n \"multiple\": true,\n \"nullable\": true,\n \"optionList\": [\n {\n \"checked\": false,\n \"disabled\": false,\n \"id\": \"indexBtm\",\n \"name\": \"首页底部\"\n }\n ]\n },\n \"name\": \"推广位\",\n \"type\": \"ListSelect\"\n },\n {\n \"id\": \"seqNo\",\n \"name\": \"文章编号\",\n \"type\": \"ID\"\n },\n {\n \"group\": \"\",\n \"id\": \"seqNoNum\",\n \"integerSetting\": {\n \"enableRange\": false,\n \"max\": 0,\n \"min\": 0,\n \"nullable\": true\n },\n \"name\": \"文章编号-数字\",\n \"type\": \"Integer\"\n },\n {\n \"id\": \"viewCount\",\n \"integerSetting\": {\n \"enableRange\": false,\n \"max\": 0,\n \"min\": 0,\n \"nullable\": true\n },\n \"name\": \"浏览\",\n \"type\": \"Integer\"\n },\n {\n \"group\": \"\",\n \"id\": \"randomSort\",\n \"name\": \"randomSort\",\n \"type\": \"Formula\"\n },\n {\n \"group\": \"\",\n \"id\": \"aiGen\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": true,\n \"optionList\": [\n {\n \"checked\": false,\n \"color\": \"c1\",\n \"disabled\": false,\n \"id\": \"none\",\n \"name\": \"不需要\"\n },\n {\n \"checked\": false,\n \"color\": \"c2\",\n \"disabled\": false,\n \"id\": \"need\",\n \"name\": \"需要生成\"\n },\n {\n \"checked\": false,\n \"color\": \"c3\",\n \"disabled\": false,\n \"id\": \"generated\",\n \"name\": \"已生成\"\n }\n ]\n },\n \"name\": \"AI生成\",\n \"type\": \"ListSelect\"\n },\n {\n \"group\": \"\",\n \"id\": \"articleBrandExtract\",\n \"name\": \"品牌或企业\",\n \"singleTextSetting\": {\n \"nullable\": true\n },\n \"type\": \"SingleText\"\n },\n {\n \"group\": \"\",\n \"id\": \"syncTrackKeywordState\",\n \"listSelectSetting\": {\n \"multiple\": false,\n \"nullable\": false,\n \"optionList\": [\n {\n \"checked\": true,\n \"color\": \"c1\",\n \"disabled\": false,\n \"id\": \"Unsynchronized\",\n \"name\": \"未同步\"\n },\n {\n \"checked\": false,\n \"color\": \"c2\",\n \"disabled\": false,\n \"id\": \"Synchronized\",\n \"name\": \"已同步\"\n },\n {\n \"checked\": false,\n \"color\": \"c3\",\n \"disabled\": false,\n \"id\": \"Failed\",\n \"name\": \"同步失败\"\n }\n ]\n },\n \"name\": \"推广关键词同步状态\",\n \"type\": \"ListSelect\"\n }\n ],\n \"id\": \"article\",\n \"name\": \"文章管理\",\n \"type\": \"Table\"\n}","is_error":false}]},"uuid":"7d674f40-e2a4-4f88-a6b4-ad34e32f9f32","timestamp":"2026-06-01T07:29:16.851Z","sourceToolAssistantUUID":"b96a4114-8ed0-4778-be74-bcc721aae45d","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"7d674f40-e2a4-4f88-a6b4-ad34e32f9f32","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"3c8a3a70-a96d-4655-97e3-eb75087ce3ea","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Now I have the published table definition. Let me construct the insert data.\n\nRequired fields (nullable=false):\n- `name` (标题) - required\n- `category` (资讯分类) - required (RelationRecord, need UUID of FAQ category: dkky2xczq8xy4)\n- `weight` (权重) - required (Integer)\n- `state` (状态) - required (ListSelect, \"published\")\n- `syncTrackKeywordState` - required (ListSelect, default is \"Unsynchronized\")\n\nNow let me construct the record:\n\n```json\n{\n \"name\": \"Project Management FAQ: Methodologies, Tools, and Best Practices 2026\",\n \"category\": \"dkky2xczq8xy4\",\n \"weight\": 10,\n \"state\": \"published\",\n \"syncTrackKeywordState\": \"Unsynchronized\",\n \"description\": \"Your complete project management FAQ covering methodologies, tools, certification, AI impact, and best practices for 2026. Expert answers to 10 essential PM questions.\",\n \"author\": \"Informat\",\n \"metaTitle\": \"Project Management FAQ: Methodologies, Tools, and Best Practices 2026\",\n \"metaKeywords\": \"project management FAQ, PM methodologies, project management tools, agile vs waterfall, PM best practices, project management certification, PM software\",\n \"metaDescription\": \"Your complete project management FAQ covering methodologies, tools, certification, AI impact, and best practices for 2026. Get expert answers to the top PM questions.\",\n \"content\": \"[the full HTML article content]\",\n \"publishTime\": \"2026-06-01\",\n \"viewCount\": [random number between 500-50000],\n \"aiGen\": \"none\"\n}\n```\n\nFor the viewCount, I need to generate a cryptographically random integer between 500 and 50,000 (inclusive).\n\nLet me use node.js to generate this random number.\n\nAlso, let me read the HTML file content to embed in the content field. Wait, the content field is RichText type, so I need to pass the HTML.\n\nHmm, let me think about how to pass the HTML content. The HTML content is very long with special characters. Let me base64 encode it... Actually, looking at the insert parameter doc again:\n\n\"For RelationRecord field, need to provide UUID\"\n\n\"SingleText\" - direct string\n\n\"RichText\" - I think it's also a string (HTML content)\n\nLet me construct the JSON file with all the data, including the full HTML content.\n\nWait, the HTML content is quite long. Let me use a Node.js script to build the JSON with proper escaping.\n\nActually, let me think about this differently. Let me use node to generate the JSON and save it to a file, then call the insert method.\n\nLet me do this step by step:\n1. Generate random viewCount\n2. Read the HTML file\n3. Create the JSON payload\n4. Call _table_record_batch_insert","signature":"3c8a3a70-a96d-4655-97e3-eb75087ce3ea"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1680,"cache_creation_input_tokens":0,"cache_read_input_tokens":73088,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"6042d747-7fb4-4020-9b59-9b49f89450ba","timestamp":"2026-06-01T07:29:22.374Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"6042d747-7fb4-4020-9b59-9b49f89450ba","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"3c8a3a70-a96d-4655-97e3-eb75087ce3ea","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Now I have all the information I need. Let me generate the random view count and construct the insert payload."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1680,"cache_creation_input_tokens":0,"cache_read_input_tokens":73088,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"210545fe-2e38-4f1f-b91e-82ffb26dd268","timestamp":"2026-06-01T07:29:22.553Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"210545fe-2e38-4f1f-b91e-82ffb26dd268","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"3c8a3a70-a96d-4655-97e3-eb75087ce3ea","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_rqD6FoiGE38uiTO7MkYj2894","name":"Bash","input":{"command":"node -e \"\nconst crypto = require('crypto');\nconst fs = require('fs');\n\n// Generate cryptographically random number between 500 and 50000\nconst viewCount = crypto.randomInt(500, 50001);\nconsole.log('Random viewCount:', viewCount);\n\n// Read the HTML article content\nconst htmlContent = fs.readFileSync('/Users/ginko.wang/Documents/ginko/informat-article-ai/published/00235_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html', 'utf8');\n\n// Build the record\nconst record = {\n name: 'Project Management FAQ: Methodologies, Tools, and Best Practices 2026',\n category: 'dkky2xczq8xy4',\n weight: 10,\n state: 'published',\n syncTrackKeywordState: 'Unsynchronized',\n description: 'Your complete project management FAQ covering methodologies, tools, certification, AI impact, and best practices for 2026. Expert answers to 10 essential PM questions for professionals and beginners alike.',\n author: 'Informat',\n metaTitle: 'Project Management FAQ: Methodologies, Tools, and Best Practices 2026',\n metaKeywords: 'project management FAQ, PM methodologies, project management tools, agile vs waterfall, PM best practices, project management certification, PM software',\n metaDescription: 'Your complete project management FAQ covering methodologies, tools, certification, AI impact, and best practices for 2026. Get expert answers to the top PM questions facing practitioners today.',\n content: htmlContent,\n publishTime: '2026-06-01',\n viewCount: viewCount,\n aiGen: 'none'\n};\n\nconst payload = {\n tableId: 'article',\n recordList: [record]\n};\n\n// Write to temp file\nfs.writeFileSync('/tmp/insert_article.json', JSON.stringify(payload));\nconsole.log('Payload file written successfully');\nconsole.log('Content length:', htmlContent.length, 'chars');\n\"","description":"Build the insert payload with HTML content and random viewCount"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1680,"cache_creation_input_tokens":0,"cache_read_input_tokens":73088,"output_tokens":1140,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"7188a544-29a2-4424-ab40-50a743d4dbd0","timestamp":"2026-06-01T07:29:25.202Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"7188a544-29a2-4424-ab40-50a743d4dbd0","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_rqD6FoiGE38uiTO7MkYj2894","type":"tool_result","content":"Random viewCount: 25028\nPayload file written successfully\nContent length: 28327 chars","is_error":false}]},"uuid":"f63195a4-e7df-43a2-87a8-de40510c009f","timestamp":"2026-06-01T07:29:25.261Z","sourceToolAssistantUUID":"7188a544-29a2-4424-ab40-50a743d4dbd0","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"f63195a4-e7df-43a2-87a8-de40510c009f","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"75924521-3d46-4223-9b24-a22c10934cd8","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"Now let me call the batch insert method to publish the article.","signature":"75924521-3d46-4223-9b24-a22c10934cd8"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":36,"cache_creation_input_tokens":0,"cache_read_input_tokens":75904,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"e8015803-4270-46cd-b320-f4e294439464","timestamp":"2026-06-01T07:29:26.466Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"e8015803-4270-46cd-b320-f4e294439464","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"75924521-3d46-4223-9b24-a22c10934cd8","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"text","text":"Payload built. Now let me publish the article to the platform."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":36,"cache_creation_input_tokens":0,"cache_read_input_tokens":75904,"output_tokens":0,"service_tier":"standard"}},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"97a7afd4-62cb-4382-8bf9-4c7891d18c15","timestamp":"2026-06-01T07:29:26.619Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"97a7afd4-62cb-4382-8bf9-4c7891d18c15","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"75924521-3d46-4223-9b24-a22c10934cd8","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"tool_use","id":"call_00_yFR9Bz5SeUc8uHKPNur07382","name":"Bash","input":{"command":"node /Users/ginko.wang/.claude/skills/informat/scripts/call_informat.js _table_record_batch_insert --appId lz943002ds9p0 --file /tmp/insert_article.json","description":"Insert the article record into the platform","timeout":60000}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":36,"cache_creation_input_tokens":0,"cache_read_input_tokens":75904,"output_tokens":157,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"stop_details":null},"attributionAgent":"general-purpose","attributionSkill":"informat","type":"assistant","uuid":"e3247f08-294f-4b68-b14e-2243d19d020a","timestamp":"2026-06-01T07:29:27.196Z","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"e3247f08-294f-4b68-b14e-2243d19d020a","isSidechain":true,"promptId":"55fd5bdb-35b8-48a8-a6d4-7d69e0da7ed7","agentId":"a487fc395e1428feb","type":"user","message":{"role":"user","content":[{"tool_use_id":"call_00_yFR9Bz5SeUc8uHKPNur07382","type":"tool_result","content":"1","is_error":false}]},"uuid":"94bb889d-40d4-4558-8870-59d7b1950c83","timestamp":"2026-06-01T07:29:27.649Z","sourceToolAssistantUUID":"e3247f08-294f-4b68-b14e-2243d19d020a","userType":"external","entrypoint":"cli","cwd":"/Users/ginko.wang/Documents/ginko/informat-article-ai","sessionId":"5146c1ff-d797-4b59-9023-865f2e243deb","version":"2.1.153","gitBranch":"main"} {"parentUuid":"94bb889d-40d4-4558-8870-59d7b1950c83","isSidechain":true,"agentId":"a487fc395e1428feb","message":{"id":"fd3d98d0-a670-4d30-ba57-b8cfd9e721ec","type":"message","role":"assistant","model":"deepseek-v4-flash","content":[{"type":"thinking","thinking":"The article was successfully inserted (returned 1, meaning 1 record was inserted).\n\nNow I need to:\n1. Rename the local file to use the correct sequence number - wait, the file was already saved with the correct number (00235). Actually, the Write tool already saved it with the number it determined was correct. Let me verify the file name.\n\nActually, looking back at the Write tool log, it saved as `00235_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html`. The sequence 00235 was determined because at that time the highest existing file was 00234 (from the directory listing). This is fine - the file is already saved with the correct naming.\n\nWait, but looking at the directory listing again, there were already files like 00235_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html in the directory. So the Write tool correctly used 00235 as the sequence number.\n\nNow let me verify the file name is correct and everything is in order.\n\nActually, I realize there might be an issue - let me check if 00235 was already in use before my Write tool created it. Looking at the earlier directory listing:\n```\n00235_Project-Management-FAQ-Methodologies-Tools-And-Best-Practices-2026.html\n

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