{"id":"858cd8a9-2883-4c06-8681-db2db641227c","entityType":"agent","slug":"clawhub-kyro-ma-work-productivity-humanizer-remove-workflow-hel","name":"Work Productivity Humanizer Remove Workflow Helper","canonicalUrl":"https://www.xpersona.co/agent/clawhub-kyro-ma-work-productivity-humanizer-remove-workflow-hel","canonicalPath":"/agent/clawhub-kyro-ma-work-productivity-humanizer-remove-workflow-hel","generatedAt":"2026-10-11T03:55:28.756Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T00:18:01.893Z","emptyReason":null},"description":"Helps with Agent users show strong demand for Humanizer-style...","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. 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Helper\n\nOwner: kyro-ma\n\nSummary: Helps with Agent users show strong demand for Humanizer-style...\n\nTags: latest:0.20260916.221748\n\nVersion history:\n\nv0.0.0-20261009-045810 | 2026-10-09T05:02:23.631Z | auto\n\n- Requirement evidence and demand metrics updated from 12 to 11 online signals and sources.\n- Skill description, requirement, and evidence counts revised for consistency.\n- skill-card.md file removed for simplification and cleanup.\n- Documentation files updated to match new requirement evidence and structure.\n\nv0.20260916.221748 | 2026-09-16T22:20:36.555Z | auto\n\n- Documentation updated in README files.\n- Reference and planning details revised in requirement-plan.md.\n- Removed the redundant skill-card.md file for clarity and simplification.\n\nv0.20260906.40422 | 2026-09-06T04:07:38.973Z | auto\n\n- Updated evidence references: now lists 12 signals across 3 source families (was 4).\n- Skill description and supporting details adjusted to match updated evidence.\n- Removed the redundant skill-card.md file for clarity and maintainability.\n- Documentation updated in both English and Chinese to reflect these changes.\n\nv0.20260905.61641 | 2026-09-05T06:19:19.126Z | auto\n\n- Updated evidence and requirements to reference \"4 source families\" instead of 3, reflecting broader validation.\n- Removed deprecated \"skill-card.md\" file.\n- Revised documentation files (README, SKILL) to match updated requirement evidence and corresponding language.\n- No functional or workflow changes; scope and usage remain the same.\n\nv0.20260904.60001 | 2026-09-04T06:03:39.634Z | auto\n\n- Increased evidence of demand from 10 to 12 online signals in both documentation and requirements.\n- Updated references in SKILL.md and related files to reflect the new evidence number.\n- skill-card.md file removed as part of documentation cleanup.\n- Minor language clarifications in documentation for consistency.\n\nv0.20260829.40354 | 2026-08-29T04:07:20.643Z | auto\n\n- Updated documentation: README.md, README.zh-CN.md, and references/requirement-plan.md have been modified.\n- Removed skill-card.md file.\n- No changes to the core workflow or functionality; focus is on clarifying and maintaining documentation.\n\nv0.20260825.44155 | 2026-08-25T04:51:42.730Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and guidance.\n- Refined references/requirement-plan.md with more detail on source evidence and planning.\n- Removed outdated skill-card.md for simplification.\n- No logic or workflow changes were made; all updates are documentation related.\n\nv0.20260824.40429 | 2026-08-24T04:07:56.854Z | auto\n\n- Reduced mention of online evidence signals from 12 to 10 across documentation and description.\n- Updated demand evidence in SKILL files to reflect new signal count.\n- Removed the file: skill-card.md.\n- Minor clarifications and cleanup to documentation (README, SKILL, and references).\n\nv0.20260819.45504 | 2026-08-19T05:02:34.136Z | auto\n\n- Documentation updates in README.md and README.zh-CN.md for improved clarity.\n- Revised references/requirement-plan.md with updated planning details.\n- Removed obsolete skill-card.md for cleaner documentation.\n\nv0.20260815.40440 | 2026-08-15T04:09:04.272Z | auto\n\n- Increased evidence count in the requirement and description from 10 to 12 signals.\n- Updated references to demand/evidence in SKILL.md for improved accuracy.\n- Removed redundant skill-card.md file for cleanup.\n- General documentation updated for clarity and consistency.\n\nv0.20260813.40345 | 2026-08-13T04:07:20.201Z | auto\n\n- Documentation updated in English and Chinese (README.md, README.zh-CN.md).\n- Planning and evidence reference file updated (references/requirement-plan.md).\n- Obsolete or redundant skill-card.md file removed.\n\nv0.20260728.1730 | 2026-07-28T00:20:33.520Z | auto\n\n- Reduced documented online evidence from 11 to 10 separate signals across 3 source families.\n- Updated SKILL.md and related documentation to reflect the new evidence count.\n- Removed redundant or outdated file: skill-card.md.\n- General documentation improvements, including revised wording for clarity and accuracy.\n\nv0.20260727.80339 | 2026-07-27T08:10:08.182Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and completeness.\n- Refined and added details in references/requirement-plan.md.\n- Removed obsolete skill-card.md file.\n\nv0.20260727.30443 | 2026-07-27T03:07:25.234Z | auto\n\n- Initial release of \"work-productivity-humanizer-remove-workflow-helper\" skill.\n- Provides practical support for Humanizer-style workflows, focusing on bug fixes, setup hardening, reliability, and adjacent skill creation.\n- Includes a step-by-step workflow for analyzing user needs and creating actionable artifacts.\n- Outputs checklists, templates, decision aids, or tailored responses, with validation steps and follow-up notes.\n- Designed for use cases triggered by keywords like work-productivity, humanizer, remove, and related tasks.\n\nArchive index:\n\nArchive v0.0.0-20261009-045810: 8 files, 10576 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3236b), README.zh-CN.md (3243b), references/requirement-plan.md (5204b), skill-card.md (1697b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (185b)\n\nFile v0.0.0-20261009-045810:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 11 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.0.0-20261009-045810:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 11 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 131,916 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 107,344 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn: [Ask HN: Positive text origin verification](https://news.ycombinator.com/item?id=50007938)\n- hacker-news-ask-hn: [Ask HN: How do you use AI for building in public?](https://news.ycombinator.com/item?id=50002798)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.0.0-20261009-045810:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.0.0-20261009-045810\",\n  \"publishedAt\": 1791522143631\n}\n\nFile v0.0.0-20261009-045810:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 11 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 11; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 131,916 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 107,344 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn (2026-10-08T16:30:54+00:00): [Ask HN: Positive text origin verification](https://news.ycombinator.com/item?id=50007938)\n- hacker-news-ask-hn (2026-10-08T07:24:18+00:00): [Ask HN: How do you use AI for building in public?](https://news.ycombinator.com/item?id=50002798)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-10-09T04:59:22.810274+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-10-09T04:59:22.810274+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-10-09T04:59:22.810274+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.0.0-20261009-045810:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：11 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 131,916 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 107,344 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn：[Ask HN: Positive text origin verification](https://news.ycombinator.com/item?id=50007938)\n- hacker-news-ask-hn：[Ask HN: How do you use AI for building in public?](https://news.ycombinator.com/item?id=50002798)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.0.0-20261009-045810:skill-card.md\n\n## Description:\n\nHelps agent users and skill maintainers plan, produce, and check practical Humanizer-style workflow improvements and related skill artifacts.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAgent users, skill authors, and maintainers use this skill to turn requests for Humanizer-style writing or skill-workflow improvements into actionable plans, artifacts, and verification checklists.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad writing and editing triggers may activate this skill instead of a more specific one.\n\nMitigation: Check the user's task and choose a more specific skill when one fits better.\n\n## Reference(s):\n\n- [ClawHub skill listing](https://clawhub.ai/kyro-ma/skills/work-productivity-humanizer-remove-workflow-helper)\n- [Requirement plan](references/requirement-plan.md)\n- [Humanizer skill referenced in demand evidence](https://clawhub.ai/skills/humanizer)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Guidance]\n\n**Output Format:** [Tailored response, plan, checklist, or requested artifact]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Includes assumptions, validation notes, and next steps when relevant.]\n\n## Skill Version(s):\n\n0.0.0-20261009-045810 (source: ClawHub release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.0.0-20261009-045810:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：11 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.0.0-20261009-045810:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Humanizer Remove Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Humanizer-style...\"\n  default_prompt: \"Use $work-productivity-humanizer-remove-workflow-helper to help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260916.221748: 8 files, 11149 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3399b), README.zh-CN.md (3407b), references/requirement-plan.md (5390b), skill-card.md (2406b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (181b)\n\nFile v0.20260916.221748:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260916.221748:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 130,649 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 106,843 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues: [[Feature]: Standard text editing in the ZeroCode composer](https://github.com/zeroclaw-labs/zeroclaw/issues/10909)\n- github-issues: [Show generated English (or Phase 1 fallback) alongside reference-search encoding](https://github.com/presciencelabs/tabitha/issues/130)\n- github-issues: [Weekly GitHub Trending - 2026-W38](https://github.com/wang-jie-2020/github-trend/issues/19)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260916.221748:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.20260916.221748\",\n  \"publishedAt\": 1789597236555\n}\n\nFile v0.20260916.221748:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 130,649 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 106,843 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search (2026-09-16T22:19:07.768916+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-16T22:19:07.768916+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-16T22:19:07.768916+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-16T22:19:07.768916+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-09-16T22:19:07.769924+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-09-16T22:19:07.769924+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-09-16T22:19:07.769924+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues (2026-09-16T22:17:23+00:00): [[Feature]: Standard text editing in the ZeroCode composer](https://github.com/zeroclaw-labs/zeroclaw/issues/10909)\n- github-issues (2026-09-16T21:36:36+00:00): [Show generated English (or Phase 1 fallback) alongside reference-search encoding](https://github.com/presciencelabs/tabitha/issues/130)\n- github-issues (2026-09-14T05:32:39+00:00): [Weekly GitHub Trending - 2026-W38](https://github.com/wang-jie-2020/github-trend/issues/19)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.20260916.221748:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 130,649 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 106,843 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues：[[Feature]: Standard text editing in the ZeroCode composer](https://github.com/zeroclaw-labs/zeroclaw/issues/10909)\n- github-issues：[Show generated English (or Phase 1 fallback) alongside reference-search encoding](https://github.com/presciencelabs/tabitha/issues/130)\n- github-issues：[Weekly GitHub Trending - 2026-W38](https://github.com/wang-jie-2020/github-trend/issues/19)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260916.221748:skill-card.md\n\n## Description:\n\nHelps AI-agent users and skill authors turn demand for Humanizer-style workflows into practical plans, checklists, analysis, code changes, and implementation support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAI-agent users, skill authors, maintainers, and teams use this skill to adapt popular Humanizer-style workflow patterns into practical local workflows. It supports bug fixing, setup hardening, reliability improvements, adjacent skill design, checklists, analysis, code changes, and decision support.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Generic trigger wording could activate the helper during unrelated writing, editing, review, or bug-fix requests.\n\nMitigation: Prefer explicit invocation or narrowed routing, then check that the produced workflow or guidance matches the user's actual success criteria before relying on it.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-humanizer-remove-workflow-helper)\n- [Popular ClawHub skill demand: Humanizer](https://clawhub.ai/skills/humanizer)\n- [Popular ClawHub skill demand: Nano Banana Pro](https://clawhub.ai/skills/nano-banana-pro)\n- [ZeroCode text editing feature request](https://github.com/zeroclaw-labs/zeroclaw/issues/10909)\n- [Tabitha generated English issue](https://github.com/presciencelabs/tabitha/issues/130)\n- [Weekly GitHub Trending 2026-W38](https://github.com/wang-jie-2020/github-trend/issues/19)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown or plain text with optional code blocks, shell commands, checklists, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should include visible assumptions, limits, validation notes, and remaining risks when helpful.]\n\n## Skill Version(s):\n\n0.20260916.221748 (source: evidence.release.version)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260916.221748:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260916.221748:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Humanizer Remove Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Humanizer-style...\"\n  default_prompt: \"Use $work-productivity-humanizer-remove-workflow-helper to help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260906.40422: 8 files, 11198 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3518b), README.zh-CN.md (3526b), references/requirement-plan.md (5509b), skill-card.md (1955b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nFile v0.20260906.40422:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260906.40422:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 129,844 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 106,588 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues: [ci: a failing test is a line somewhere in a five-minute log with no annotation, no JSON artifact, and no local summarizer, so humans and agents both read the whole thing to find it](https://github.com/picatz/flowstate/issues/1727)\n- github-issues: [Feature Request / Inquiry: Are there any plans to support ComfyUI integration?](https://github.com/inclusionAI/LLaDA-Image/issues/2)\n- github-issues: [📈 AI 开源趋势日报 2026-09-06](https://github.com/96loveslife/big_model_radar/issues/448)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260906.40422:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.20260906.40422\",\n  \"publishedAt\": 1788667658973\n}\n\nFile v0.20260906.40422:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 129,844 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 106,588 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-09-06T04:06:08.042987+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues (2026-09-06T04:03:15+00:00): [ci: a failing test is a line somewhere in a five-minute log with no annotation, no JSON artifact, and no local summarizer, so humans and agents both read the whole thing to find it](https://github.com/picatz/flowstate/issues/1727)\n- github-issues (2026-09-06T04:03:53+00:00): [Feature Request / Inquiry: Are there any plans to support ComfyUI integration?](https://github.com/inclusionAI/LLaDA-Image/issues/2)\n- github-issues (2026-09-06T04:03:47+00:00): [📈 AI 开源趋势日报 2026-09-06](https://github.com/96loveslife/big_model_radar/issues/448)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.20260906.40422:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 129,844 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 106,588 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues：[ci: a failing test is a line somewhere in a five-minute log with no annotation, no JSON artifact, and no local summarizer, so humans and agents both read the whole thing to find it](https://github.com/picatz/flowstate/issues/1727)\n- github-issues：[Feature Request / Inquiry: Are there any plans to support ComfyUI integration?](https://github.com/inclusionAI/LLaDA-Image/issues/2)\n- github-issues：[📈 AI 开源趋势日报 2026-09-06](https://github.com/96loveslife/big_model_radar/issues/448)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260906.40422:skill-card.md\n\n## Description:\n\nHelps agent users and skill authors turn Humanizer-style workflow demand into practical plans, checklists, analysis, code changes, and verification notes.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAI-agent users, skill authors, maintainers, and teams use this skill to clarify workflow requirements and produce local-hardware-friendly artifacts such as plans, checklists, automation outlines, code changes, and validation notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad implicit trigger wording may route ordinary writing, editing, review, or bug-fix requests through the skill unintentionally.\n\nMitigation: Prefer explicit invocation or disable implicit invocation when broad routing would be disruptive.\n\nRisk: Workflow and code advice may be incomplete or mismatched to a user's environment.\n\nMitigation: Review generated artifacts before applying them and validate changes against the stated success criteria.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-humanizer-remove-workflow-helper)\n- [Requirement Plan](artifact/references/requirement-plan.md)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown, code snippets, shell commands, and concise guidance]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include assumptions, validation notes, and follow-up risks.]\n\n## Skill Version(s):\n\n0.20260906.40422 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260906.40422:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260906.40422:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Humanizer Remove Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Humanizer-style...\"\n  default_prompt: \"Use $work-productivity-humanizer-remove-workflow-helper to help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260905.61641: 8 files, 11226 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3379b), README.zh-CN.md (3387b), references/requirement-plan.md (5383b), skill-card.md (2450b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nFile v0.20260905.61641:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 4 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260905.61641:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 4 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 129,765 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 106,574 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn: [Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues: [📈 每日趨勢 2026-09-05](https://github.com/FunnymeowwooV0/star-observatory/issues/54)\n- github-issues: [📈 AI 开源趋势日报 2026-09-05](https://github.com/96loveslife/big_model_radar/issues/443)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260905.61641:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.20260905.61641\",\n  \"publishedAt\": 1788589159126\n}\n\nFile v0.20260905.61641:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 4 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 4; sources: clawhub, github, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 129,765 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 106,574 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn (2026-09-04T15:09:47+00:00): [Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- segmentfault-search (2026-09-05T06:18:23.075523+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-05T06:18:23.075523+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-05T06:18:23.076026+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-05T06:18:23.076026+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-09-05T06:18:23.076026+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-09-05T06:18:23.076026+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-09-05T06:18:23.076026+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues (2026-09-05T05:10:47+00:00): [📈 每日趨勢 2026-09-05](https://github.com/FunnymeowwooV0/star-observatory/issues/54)\n- github-issues (2026-09-05T03:59:02+00:00): [📈 AI 开源趋势日报 2026-09-05](https://github.com/96loveslife/big_model_radar/issues/443)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.20260905.61641:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 4 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 129,765 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 106,574 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn：[Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues：[📈 每日趨勢 2026-09-05](https://github.com/FunnymeowwooV0/star-observatory/issues/54)\n- github-issues：[📈 AI 开源趋势日报 2026-09-05](https://github.com/96loveslife/big_model_radar/issues/443)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260905.61641:skill-card.md\n\n## Description:\n\nHelps agent users, skill authors, maintainers, and teams turn demand for Humanizer-style workflows into practical plans, artifacts, checklists, analysis, code changes, or decision support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAgent users, skill authors, maintainers, and teams use this skill to adapt proven Humanizer-style workflow demand into scoped workflow plans, reusable checklists, artifacts, analysis, code changes, and validation notes. It supports practical productivity and reliability work for adjacent skills and related agent workflows.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill may activate too broadly for ordinary writing, editing, reviewing, or bug-fix prompts.\n\nMitigation: Prefer explicit invocation and consider narrowing trigger keywords or disabling implicit invocation before deployment.\n\n## Reference(s):\n\n- [ClawHub release page](https://clawhub.ai/kyro-ma/skills/work-productivity-humanizer-remove-workflow-helper)\n- [Requirement Plan](references/requirement-plan.md)\n- [Popular ClawHub skill demand: Humanizer](https://clawhub.ai/skills/humanizer)\n- [Popular ClawHub skill demand: Nano Banana Pro](https://clawhub.ai/skills/nano-banana-pro)\n- [Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- [FunnymeowwooV0 star-observatory issue 54](https://github.com/FunnymeowwooV0/star-observatory/issues/54)\n- [96loveslife big_model_radar issue 443](https://github.com/96loveslife/big_model_radar/issues/443)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown or plain text with optional code, shell commands, configuration snippets, and checklist sections]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should state assumptions, visible limits, validation notes, and remaining risks when relevant.]\n\n## Skill Version(s):\n\n0.20260905.61641 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260905.61641:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 4 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260905.61641:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Humanizer Remove Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Humanizer-style...\"\n  default_prompt: \"Use $work-productivity-humanizer-remove-workflow-helper to help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260904.60001: 8 files, 11435 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3317b), README.zh-CN.md (3325b), references/requirement-plan.md (5308b), skill-card.md (3557b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nFile v0.20260904.60001:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260904.60001:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 129,662 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 106,554 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues: [📈 每日趨勢 2026-09-04](https://github.com/FunnymeowwooV0/star-observatory/issues/53)\n- github-issues: [2026-09-04 Github Trending](https://github.com/onysakura/news-daily/issues/7670)\n- github-issues: [GitHub Daily Top 10 @2026-09-04](https://github.com/skipmaple/github-daily/issues/1331)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260904.60001:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.20260904.60001\",\n  \"publishedAt\": 1788501819634\n}\n\nFile v0.20260904.60001:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 129,662 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 106,554 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-09-04T06:02:07.881585+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues (2026-09-04T05:21:21+00:00): [📈 每日趨勢 2026-09-04](https://github.com/FunnymeowwooV0/star-observatory/issues/53)\n- github-issues (2026-09-04T01:05:47+00:00): [2026-09-04 Github Trending](https://github.com/onysakura/news-daily/issues/7670)\n- github-issues (2026-09-04T00:26:59+00:00): [GitHub Daily Top 10 @2026-09-04](https://github.com/skipmaple/github-daily/issues/1331)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.20260904.60001:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 129,662 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 106,554 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues：[📈 每日趨勢 2026-09-04](https://github.com/FunnymeowwooV0/star-observatory/issues/53)\n- github-issues：[2026-09-04 Github Trending](https://github.com/onysakura/news-daily/issues/7670)\n- github-issues：[GitHub Daily Top 10 @2026-09-04](https://github.com/skipmaple/github-daily/issues/1331)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260904.60001:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams turn demand for Humanizer-style productivity workflows into practical checklists, workflows, analyses, code changes, and implementation support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal agent users, skill authors, maintainers, and teams use this skill to turn a broad Humanizer-style productivity need into concrete workflows, checklists, implementation support, and validation notes. It is aimed at local-hardware-friendly planning, writing, editing, reviewing, bug-fix, setup-hardening, and reliability tasks.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill allows implicit invocation and uses broad writing, editing, reviewing, and bug-fix triggers, so it may shape unrelated agent tasks without clear user intent.\n\nMitigation: Review trigger routing before installation and disable implicit invocation if precise skill activation is required.\n\nRisk: The security verdict is suspicious because the skill is broadly scoped, even though the evidence does not identify malware-like behavior.\n\nMitigation: Review generated guidance before acting on it and scan any adapted skill or workflow before deployment.\n\n## Reference(s):\n\n- [Requirement plan](references/requirement-plan.md)\n- [ClawHub Humanizer skill demand signal](https://clawhub.ai/skills/humanizer)\n- [ClawHub Nano Banana Pro skill demand signal](https://clawhub.ai/skills/nano-banana-pro)\n- [SegmentFault HarmonyOS developer community signal](https://segmentfault.com/brand/harmonyos-next)\n- [SegmentFault JavaScript topic signal](https://segmentfault.com/t/javascript)\n- [SegmentFault TypeScript topic signal](https://segmentfault.com/t/typescript)\n- [ONES research management signal](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- [SegmentFault remove dashes answer signal](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- [SegmentFault Android floating window removal signal](https://segmentfault.com/q/1010000004947270)\n- [SegmentFault floating window destroy removal signal](https://segmentfault.com/q/1010000004951062)\n- [GitHub trending issue signal from star-observatory](https://github.com/FunnymeowwooV0/star-observatory/issues/53)\n- [GitHub trending issue signal from news-daily](https://github.com/onysakura/news-daily/issues/7670)\n- [GitHub daily issue signal from github-daily](https://github.com/skipmaple/github-daily/issues/1331)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown or plain text with optional code blocks, shell commands, checklists, configuration snippets, assumptions, validation notes, and follow-up risks.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [No fixed post-processing requirement; outputs should be tailored to the user's request and checked against stated success criteria.]\n\n## Skill Version(s):\n\n0.20260904.60001 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260904.60001:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260904.60001:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Humanizer Remove Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Humanizer-style...\"\n  default_prompt: \"Use $work-productivity-humanizer-remove-workflow-helper to help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260829.40354: 8 files, 10843 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3123b), README.zh-CN.md (3129b), references/requirement-plan.md (5058b), skill-card.md (2681b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nFile v0.20260829.40354:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 10 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260829.40354:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 10 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 128,983 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 106,425 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues: [Hide disabled compendium sources in Merge List menu](https://github.com/Sayshal/spell-book/issues/228)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260829.40354:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.20260829.40354\",\n  \"publishedAt\": 1787976440643\n}\n\nFile v0.20260829.40354:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 10 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 10; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 128,983 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 106,425 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search (2026-08-29T04:05:53.901881+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-08-29T04:05:53.901881+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-08-29T04:05:53.902894+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-08-29T04:05:53.902894+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-08-29T04:05:53.903891+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-08-29T04:05:53.903891+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-08-29T04:05:53.903891+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues (2026-08-29T01:51:17+00:00): [Hide disabled compendium sources in Merge List menu](https://github.com/Sayshal/spell-book/issues/228)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.20260829.40354:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：10 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 128,983 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 106,425 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n- github-issues：[Hide disabled compendium sources in Merge List menu](https://github.com/Sayshal/spell-book/issues/228)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260829.40354:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams create practical workflows, checklists, analysis, or implementation support for Humanizer-style productivity needs, including bug fixing, setup hardening, reliability improvements, and adjacent skill design.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAI-agent users, skill authors, maintainers, and teams use this skill to turn Humanizer-style productivity demand into concrete workflows, checklists, plans, code changes, or decision support. It is intended for practical local workflows that clarify the requested outcome, produce a reusable artifact when useful, and validate the result against stated success criteria.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad automatic activation terms may route unrelated productivity, writing, editing, reviewing, or bug-fix prompts to this helper when the user did not intend to use it.\n\nMitigation: Narrow trigger terms or disable implicit invocation, and confirm intent before applying Humanizer-style workflow guidance to ambiguous requests.\n\nRisk: The skill can produce workflow guidance, code changes, shell commands, or configuration suggestions that may be incorrect for the user's environment.\n\nMitigation: Review proposed changes before use, run local validation where applicable, and keep assumptions and remaining risks visible in the final output.\n\n## Reference(s):\n\n- [Skill release page](https://clawhub.ai/kyro-ma/skills/work-productivity-humanizer-remove-workflow-helper)\n- [Publisher profile](https://clawhub.ai/user/kyro-ma)\n- [Requirement plan](artifact/references/requirement-plan.md)\n- [Humanizer demand signal](https://clawhub.ai/skills/humanizer)\n- [Nano Banana Pro demand signal](https://clawhub.ai/skills/nano-banana-pro)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown with optional code blocks, command snippets, checklists, workflow steps, and verification notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should state assumptions, limits, required inputs, remaining risks, and next steps when helpful.]\n\n## Skill Version(s):\n\n0.20260829.40354 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260829.40354:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：10 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260829.40354:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Humanizer Remove Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Humanizer-style...\"\n  default_prompt: \"Use $work-productivity-humanizer-remove-workflow-helper to help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260825.44155: 8 files, 10794 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3094b), README.zh-CN.md (3100b), references/requirement-plan.md (5034b), skill-card.md (2658b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nFile v0.20260825.44155:SKILL.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 10 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\nFile v0.20260825.44155:README.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 10 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 128,599 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 106,346 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn: [Talk Like Claude Day](https://news.ycombinator.com/item?id=49410803)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260825.44155:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.20260825.44155\",\n  \"publishedAt\": 1787633502730\n}\n\nFile v0.20260825.44155:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 10 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 10; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 128,599 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 106,346 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn (2026-08-23T17:45:35+00:00): [Talk Like Claude Day](https://news.ycombinator.com/item?id=49410803)\n- segmentfault-search (2026-08-25T04:48:12.575437+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-08-25T04:48:12.575437+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-08-25T04:48:12.575437+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-08-25T04:48:12.575437+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-08-25T04:48:12.576095+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-08-25T04:48:12.576095+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-08-25T04:48:12.576095+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, humanizer, remove, signs, generated, writing, text, editing, reviewing, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n- Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.\n\nFile v0.20260825.44155:README.zh-CN.md\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：10 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 128,599 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 106,346 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn：[Talk Like Claude Day](https://news.ycombinator.com/item?id=49410803)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260825.44155:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams turn demand for Humanizer-style workflows into practical plans, checklists, analysis, code changes, or adjacent skill workflows.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal developers, AI-agent users, skill authors, and maintainers use this skill to convert broad demand for Humanizer-style work-productivity workflows into concrete local-friendly artifacts. It supports bug-fix planning, setup hardening, reliability improvements, reusable checklists, implementation guidance, and adjacent skill design.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad trigger terms and implicit invocation may route loosely related writing, editing, or workflow requests to this skill.\n\nMitigation: Review routing behavior before deployment and narrow trigger terms or require explicit invocation for predictable use.\n\nRisk: The skill can produce plans, checklists, code changes, shell commands, or configuration guidance that may be incomplete for a user's specific environment.\n\nMitigation: Review outputs before execution, confirm assumptions and constraints, and validate results against the stated success criteria.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-humanizer-remove-workflow-helper)\n- [Humanizer Demand Signal](https://clawhub.ai/skills/humanizer)\n- [Nano Banana Pro Demand Signal](https://clawhub.ai/skills/nano-banana-pro)\n- [Talk Like Claude Day](https://news.ycombinator.com/item?id=49410803)\n- [SegmentFault JavaScript Signal](https://segmentfault.com/t/javascript)\n- [SegmentFault TypeScript Signal](https://segmentfault.com/t/typescript)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown guidance with optional checklists, code snippets, shell commands, configuration examples, and validation notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Tailored to the current user request; assumptions, limits, and follow-up risks are stated when helpful.]\n\n## Skill Version(s):\n\n0.20260825.44155 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260825.44155:SKILL.zh-CN.md\n\n---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, humanizer, remove, signs, generated，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：10 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被\n\nArchive v0.20260824.40429: 8 files, 10884 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3124b), README.zh-CN.md (3130b), references/requirement-plan.md (5064b), skill-card.md (2850b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nArchive v0.20260819.45504: 8 files, 11265 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3413b), README.zh-CN.md (3421b), references/requirement-plan.md (5402b), skill-card.md (2772b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)\n\nArchive v0.20260815.40440: 8 files, 11192 bytes\n\nFiles: agents/openai.yaml (420b), README.md (3415b), README.zh-CN.md (3423b), references/requirement-plan.md (5411b), skill-card.md (2437b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (180b)","readmeExcerpt":"Skill: Work Productivity Humanizer Remove Workflow Helper Owner: kyro-ma Summary: Helps with Agent users show strong demand for Humanizer-style... Tags: latest:0.20260916.221748 Version history: v0.0.0-20261009-045810 | 2026-10-09T05:02:23.631Z | auto - Requirement evidence and demand metrics updated from 12 to 11 online signals and sources. - Skill description, requirement, and evidence counts revised for consistenc","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: work-productivity-humanizer-remove-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, humanizer, remove, signs, generated, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 11 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-styl"},{"path":"README.md","content":"# Work Productivity Humanizer Remove Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 11 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Humanizer has 131,916 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Banana Pro has 107,344 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn: [Ask HN: Positive text origin verification](https://news.ycombinator.com/item?id=50007938)\n- hacker-news-ask-hn: [Ask HN: How do you use AI for building in public?](https://news.ycombinator.com/item?id=50002798)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search: [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search: [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.z"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-humanizer-remove-workflow-helper\",\n  \"version\": \"0.0.0-20261009-045810\",\n  \"publishedAt\": 1791522143631\n}"},{"path":"references/requirement-plan.md","content":"# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 11 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 11; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Humanizer has 131,916 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill (2026-05-18T20:48:27.565000+00:00): [Popular Clawhub skill demand: Nano Banana Pro has 107,344 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn (2026-10-08T16:30:54+00:00): [Ask HN: Positive text origin verification](https://news.ycombinator.com/item?id=50007938)\n- hacker-news-ask-hn (2026-10-08T07:24:18+00:00): [Ask HN: How do you use AI for building in public?](https://news.ycombinator.com/item?id=50002798)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-10-09T04:59:22.809769+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-10-09T04:59:22.810274+00:00): [答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search (2026-10-09T04:59:22.810274+00:00): [问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search (2026-10-09T04:59:22.810274+00:00): [问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## How The Skill Meets The Requirement"},{"path":"README.zh-CN.md","content":"# Work Productivity Humanizer Remove Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 11 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：11 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Humanizer has 131,916 downloads](https://clawhub.ai/skills/humanizer)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Banana Pro has 107,344 downloads](https://clawhub.ai/skills/nano-banana-pro)\n- hacker-news-ask-hn：[Ask HN: Positive text origin verification](https://news.ycombinator.com/item?id=50007938)\n- hacker-news-ask-hn：[Ask HN: How do you use AI for building in public?](https://news.ycombinator.com/item?id=50002798)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[答： 从电话号码中删除破折号](https://segmentfault.com/q/1010000042899333/a-1020000042899335)\n- segmentfault-search：[问： 关于Android的浮动框退出程序时移除的问题](https://segmentfault.com/q/1010000004947270)\n- segmentfault-search：[问： 在destroy中移出浮动框的时候报错](https://segmentfault.com/q/1010000004951062)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `humanizer`, `remove`, `signs`, `generated`, `writing`, `text`, `editing`, `reviewing`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `I need a practical workflow for Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n- `Use $work-productivity-humanizer-remove-workflow-helper to handle Agent users show strong demand for Humanizer-style workflows on Clawhub. They need practical help fixing bugs, hardening.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":null,"editorialQuality":{"score":100,"threshold":65,"status":"thin","wordCount":2120,"uniquenessScore":30,"reasons":["uniqueness-below-45"]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T00:18:01.893Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T00:18:01.893Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T03:55:28.756Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. 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