{"id":"eac89ef8-3a96-4ca5-84d2-f76eed24e5c6","entityType":"agent","slug":"clawhub-kyro-ma-work-productivity-skill-vetter-workflow-helper","name":"Work Productivity Skill Vetter Workflow Helper","canonicalUrl":"https://www.xpersona.co/agent/clawhub-kyro-ma-work-productivity-skill-vetter-workflow-helper","canonicalPath":"/agent/clawhub-kyro-ma-work-productivity-skill-vetter-workflow-helper","generatedAt":"2026-10-10T06:44:52.168Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T03:11:16.922Z","emptyReason":null},"description":"Helps with Agent users show strong demand for Skill Vetter-st...","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.7K downloads reported by the source. 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Helper\n\nOwner: kyro-ma\n\nSummary: Helps with Agent users show strong demand for Skill Vetter-st...\n\nTags: latest:0.20260907.40414\n\nVersion history:\n\nv0.20260907.40414 | 2026-09-07T04:06:52.342Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and improved guidance.\n- Revised references/requirement-plan.md to align with current requirements.\n- Removed obsolete skill-card.md file.\n\nv0.20260905.61641 | 2026-09-05T06:19:45.857Z | auto\n\n- Documentation updates for README.md and localized README.zh-CN.md.\n- Expanded and clarified requirement planning in references/requirement-plan.md.\n- Removed obsolete skill-card.md file.\n- No workflow or logic changes; this release is documentation-focused.\n\nv0.20260831.40551 | 2026-08-31T04:08:37.540Z | auto\n\n- Increased evidence threshold: online signals supporting demand rose from 10 to 12.\n- Updated documentation and references to reflect higher evidence count.\n- Removed the outdated skill-card.md file.\n- Improved clarity and consistency in requirements and workflow descriptions in both English and Chinese documentation.\n\nv0.20260829.40354 | 2026-08-29T04:07:14.554Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and improved user guidance.\n- Revised or added requirement planning and reference details in references/requirement-plan.md.\n- Removed deprecated skill-card.md file for a leaner repository structure.\n- No changes made to workflow logic or core functionality.\n\nv0.20260828.40337 | 2026-08-28T04:08:06.536Z | auto\n\n- Demand evidence updated from 12 to 10 signals across 3 source families.\n- References and documentation files updated to reflect new evidence counts.\n- The file skill-card.md was removed. \n- No user-facing workflow changes.\n\nv0.20260827.40448 | 2026-08-27T04:07:36.641Z | auto\n\n- Increased the number of validated online signals supporting demand from 10 to 12 across all main documentation files.\n- Updated demand evidence and references in requirement sections to reflect more robust validation.\n- Removed the redundant skill-card.md file for better maintainability.\n- Synchronized documentation in both English and Chinese (README, SKILL) to match new demand data.\n\nv0.20260826.40329 | 2026-08-26T04:06:55.868Z | auto\n\n- Updated requirement details to reflect 10 signals across 3 source families (previously 4).\n- Updated description and evidence section to match the revised number of source families.\n- Removed the file skill-card.md.\n- Minor clarifications and corrections in documentation (README, SKILL files) for accuracy and consistency.\n\nv0.20260825.44155 | 2026-08-25T04:51:34.393Z | auto\n\n- Updated demand evidence to reflect 10 signals across 4 source families (previously 12 signals, 3 families).\n- Adjusted documentation and requirement descriptions for these changes.\n- Removed the obsolete skill-card.md file.\n- Kept all example triggers, workflow steps, and validation criteria unchanged.\n\nv0.20260823.40325 | 2026-08-23T04:07:01.418Z | auto\n\n- Updated documentation in English and Chinese README files for clarity and usability.\n- Improved and clarified requirement planning details in references/requirement-plan.md.\n- Removed outdated or redundant file (skill-card.md).\n\nv0.20260822.135636 | 2026-08-22T13:59:42.311Z | auto\n\n- Increased source evidence from 10 to 12 signals, updating requirement and evidence sections in documentation.\n- Updated demand evidence details in all major user-facing docs (README, SKILL, requirement-plan).\n- Removed redundant or outdated file: skill-card.md.\n- Kept all workflows, triggers, and usage instructions unchanged.\n\nv0.20260821.52309 | 2026-08-21T05:29:15.314Z | auto\n\n- Updated evidence signal count from 12 to 10 in requirements, description, and supporting documentation.\n- Removed the obsolete skill-card.md file.\n- Synchronized README and documentation files to reflect the change in evidence signals.\n- No changes to core workflow or user-facing features.\n\nv0.20260817.40422 | 2026-08-17T04:07:19.729Z | auto\n\n- Increased evidence base: requirement now supported by 12 (was 10) online signals.\n- Updated documentation in all supported languages for accuracy and clarity.\n- requirements/plan evidence references updated to reflect new supporting signals.\n- Removed outdated skill-card.md file for improved maintainability.\n\nv0.20260816.40342 | 2026-08-16T04:11:06.690Z | auto\n\n- Demand evidence updated: now reflects 10 signals across 3 source families (was 12).\n- All affected documentation (README, skill files in English and Chinese) revised to match updated demand evidence.\n- Minor wording and metadata adjustments for alignment and clarity.\n- Obsolete file skill-card.md removed.\n\nv0.20260815.40440 | 2026-08-15T04:08:44.248Z | auto\n\n- Documentation updated: README.md and README.zh-CN.md revised for clarity and completeness.\n- Reference planning details expanded in references/requirement-plan.md.\n- Obsolete documentation file (skill-card.md) removed for better maintainability.\n\nv0.20260813.40345 | 2026-08-13T04:06:39.731Z | auto\n\n- Documentation updated: README.md, README.zh-CN.md, and references/requirement-plan.md revised for clarity and completeness.\n- Removed outdated file: skill-card.md deleted from the project.\n- No changes to core workflows or feature logic.\n\nv0.20260812.40408 | 2026-08-12T04:12:36.680Z | auto\n\n- Documentation updated: README.md, README.zh-CN.md, and references/requirement-plan.md received improvements and clarifications.\n- Obsolete file skill-card.md removed for better maintenance.\n- No functional or workflow changes—this release focuses on improved documentation accuracy and housekeeping.\n\nv0.20260811.40534 | 2026-08-11T04:07:53.730Z | auto\n\n- Increased validated demand signals count from 10 to 12 across 3 source families in documentation.\n- Updated demand and evidence descriptions in English and Chinese readme, skill docs, and requirement plan.\n- Removed redundant file: skill-card.md for simplification.\n- Improved clarity and alignment in requirement sections and expected outputs.\n\nv0.20260809.40514 | 2026-08-09T04:09:23.541Z | auto\n\n- Evidence count increased from 9 to 10 separate online signals in multiple files, reflecting updated validation for broader demand.\n- All README and skill documentation files updated to match the new evidence and requirement details.\n- Removed skill-card.md for streamlined documentation.\n- No workflow or functional changes; primarily documentation refresh to reflect updated support and references.\n\nv0.20260802.40421 | 2026-08-02T04:06:40.894Z | auto\n\n- Evidence count updated from 11 to 9 signals across 3 source families in requirements and description fields.\n- Demand justification and supporting data adjusted to reflect latest signals.\n- Removed obsolete file: skill-card.md.\n- Documentation updated in all language variants for consistency with the new evidence summary.\n\nv0.20260730.234524 | 2026-07-30T23:51:33.546Z | auto\n\n- Source evidence in requirement updated: now 11 signals across 3 source families (was 9 across 4).\n- Demand statement in description, requirement, and demand score sections revised to reflect latest validation.\n- Minor text adjustments to improve clarity and keep documentation consistent.\n- Obsolete file skill-card.md removed.\n\nv0.20260730.110348 | 2026-07-30T11:11:07.194Z | auto\n\n- Updated evidence of demand: reflects 9 signals from 4 source families (up from 6 signals across 3 source families).\n- Improved documentation in SKILL.md and supporting files.\n- Removed obsolete skill-card.md file.\n- Local feasibility and workflow instructions unchanged.\n- Minor text and score updates for accuracy in demand description.\n\nv0.20260730.10356 | 2026-07-30T01:13:15.746Z | auto\n\n- Evidence count updated from 11 to 6 signals across 3 source families for validated demand.\n- Description and requirement sections revised to reflect the new evidence count.\n- skill-card.md file removed.\n- Documentation files (README, SKILL) updated to match revised requirement details.\n\nv0.20260729.111836 | 2026-07-29T11:25:51.312Z | auto\n\n- Updated evidence count: requirement and evidence now cite 11 online signals (was 12).\n- Adjusted all references and demand descriptions to match the new evidence count.\n- Removed the redundant file: skill-card.md.\n- Documentation updated in all supported languages for consistency.\n\nv0.20260729.2331 | 2026-07-29T00:26:32.237Z | auto\n\n- Initial public release of the work-productivity-skill-vetter-workflow-helper skill.\n- Provides validated, high-demand workflow support for users needing Skill Vetter-style processes on Clawhub.\n- Helps with bug fixing, setup hardening, safety improvements, and building reliable or adjacent job-based skills.\n- Includes a clear, step-by-step workflow for generating practical artifacts like checklists, plans, and automation outlines.\n- Outputs tailored guidance, reusable assets, and verification notes to streamline productivity and reliability improvements.\n\nArchive index:\n\nArchive v0.20260907.40414: 8 files, 11261 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3502b), README.zh-CN.md (3510b), references/requirement-plan.md (5461b), skill-card.md (3022b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260907.40414:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260907.40414:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 478,052 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 271,818 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 197,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,653 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- hacker-news-ask-hn: [Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- hacker-news-ask-hn: [User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- hacker-news-ask-hn: [How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- github-issues: [feature branchへのpushでCIを自動起動し、PR前レビューの時点で全体回帰をCIに持たせる](https://github.com/kouitic/jstock_advisor/issues/230)\n- github-issues: [[BUG] - Selecting Random from the sort menu opens a recipe instead of shuffling the list](https://github.com/mealie-recipes/mealie/issues/8324)\n- github-issues: [🦞 OpenClaw 生态日报 2026-09-07](https://github.com/96loveslife/big_model_radar/issues/451)\n- github-issues: [bug: HEIC photos only get rejected after you fill in the whole form](https://github.com/paro-studio/web/issues/94)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260907.40414:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260907.40414\",\n  \"publishedAt\": 1788754012342\n}\n\nFile v0.20260907.40414:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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, hacker-news.\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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 478,052 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 271,818 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 197,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,653 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-09-06T06:01:23+00:00): [Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- hacker-news-ask-hn (2026-09-06T12:48:34+00:00): [Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- hacker-news-ask-hn (2026-09-05T18:38:11+00:00): [User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- hacker-news-ask-hn (2026-09-05T20:50:51+00:00): [How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- github-issues (2026-09-07T03:58:58+00:00): [feature branchへのpushでCIを自動起動し、PR前レビューの時点で全体回帰をCIに持たせる](https://github.com/kouitic/jstock_advisor/issues/230)\n- github-issues (2026-09-07T04:02:24+00:00): [[BUG] - Selecting Random from the sort menu opens a recipe instead of shuffling the list](https://github.com/mealie-recipes/mealie/issues/8324)\n- github-issues (2026-09-07T04:00:40+00:00): [🦞 OpenClaw 生态日报 2026-09-07](https://github.com/96loveslife/big_model_radar/issues/451)\n- github-issues (2026-09-07T02:50:03+00:00): [bug: HEIC photos only get rejected after you fill in the whole form](https://github.com/paro-studio/web/issues/94)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260907.40414:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 478,052 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 271,818 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 197,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,653 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- hacker-news-ask-hn：[Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- hacker-news-ask-hn：[User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- hacker-news-ask-hn：[How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- github-issues：[feature branchへのpushでCIを自動起動し、PR前レビューの時点で全体回帰をCIに持たせる](https://github.com/kouitic/jstock_advisor/issues/230)\n- github-issues：[[BUG] - Selecting Random from the sort menu opens a recipe instead of shuffling the list](https://github.com/mealie-recipes/mealie/issues/8324)\n- github-issues：[🦞 OpenClaw 生态日报 2026-09-07](https://github.com/96loveslife/big_model_radar/issues/451)\n- github-issues：[bug: HEIC photos only get rejected after you fill in the whole form](https://github.com/paro-studio/web/issues/94)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260907.40414:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams create practical Skill Vetter-style workflows for bug fixing, setup hardening, reliability improvement, and adjacent skill creation.\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, skill authors, maintainers, and teams use this skill to structure practical vetting workflows, checklists, plans, and implementation support for skill safety, setup hardening, reliability work, and related bug-fix tasks.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad implicit invocation and generic trigger keywords could cause the skill to steer unrelated security, GitHub, or bug-fix conversations.\n\nMitigation: Review the activation scope before installing and narrow triggers to explicit Skill Vetter or pre-install review requests.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Self-Improving Agent demand signal](https://clawhub.ai/skills/self-improving-agent)\n- [Skill Vetter demand signal](https://clawhub.ai/skills/skill-vetter)\n- [GitHub skill demand signal](https://clawhub.ai/skills/github)\n- [SkillScan demand signal](https://clawhub.ai/skills/skillscan)\n- [Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- [Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- [User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- [Ask HN: How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- [GitHub issue: CI for pre-PR review](https://github.com/kouitic/jstock_advisor/issues/230)\n- [GitHub issue: Random sort bug](https://github.com/mealie-recipes/mealie/issues/8324)\n- [GitHub issue: OpenClaw ecosystem daily](https://github.com/96loveslife/big_model_radar/issues/451)\n- [GitHub issue: HEIC photo validation bug](https://github.com/paro-studio/web/issues/94)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown guidance with optional code, shell command, checklist, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Produces local-hardware-friendly workflows, checklists, analyses, and validation notes; no external tools or credentials are declared.]\n\n## Skill Version(s):\n\n0.20260907.40414 (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 v0.20260907.40414:SKILL.zh-CN.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first，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 Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260907.40414:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Skill Vetter Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Skill Vetter-st...\"\n  default_prompt: \"Use $work-productivity-skill-vetter-workflow-helper to help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260905.61641: 8 files, 10815 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3398b), README.zh-CN.md (3406b), references/requirement-plan.md (5412b), skill-card.md (2205b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260905.61641:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260905.61641:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 477,772 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 271,599 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 197,492 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,596 downloads](https://clawhub.ai/skills/skillscan)\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: [AWS Elastic Load Balancer (ELB) -- CLB & ALB](https://segmentfault.com/a/1190000040977924)\n- segmentfault-search: [辅导案例-COMP347-Assignment 2](https://segmentfault.com/a/1190000020835131)\n- segmentfault-search: [Api架构奥义：ApiBoot实现零代码整合Spring Security & OAuth2](https://segmentfault.com/a/1190000020979006)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260905.61641\",\n  \"publishedAt\": 1788589185857\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 Skill Vetter-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, 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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 477,772 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 271,599 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 197,492 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,596 downloads](https://clawhub.ai/skills/skillscan)\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 (2026-09-05T06:17:59.053760+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-05T06:17:59.053760+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-05T06:17:59.053760+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-05T06:17:59.053760+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 (2026-09-05T06:17:59.054326+00:00): [AWS Elastic Load Balancer (ELB) -- CLB & ALB](https://segmentfault.com/a/1190000040977924)\n- segmentfault-search (2026-09-05T06:17:59.054326+00:00): [辅导案例-COMP347-Assignment 2](https://segmentfault.com/a/1190000020835131)\n- segmentfault-search (2026-09-05T06:17:59.054326+00:00): [Api架构奥义：ApiBoot实现零代码整合Spring Security & OAuth2](https://segmentfault.com/a/1190000020979006)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260905.61641:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 477,772 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 271,599 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 197,492 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,596 downloads](https://clawhub.ai/skills/skillscan)\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：[AWS Elastic Load Balancer (ELB) -- CLB & ALB](https://segmentfault.com/a/1190000040977924)\n- segmentfault-search：[辅导案例-COMP347-Assignment 2](https://segmentfault.com/a/1190000020835131)\n- segmentfault-search：[Api架构奥义：ApiBoot实现零代码整合Spring Security & OAuth2](https://segmentfault.com/a/1190000020979006)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 AI-agent users, skill authors, maintainers, and teams structure Skill Vetter-style workflows for fixing bugs, hardening setup and safety, improving reliability, and creating adjacent skills.\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\nDevelopers, skill authors, maintainers, teams, and agent users use this skill to turn skill-vetting or productivity requests into actionable workflows, checklists, analyses, or implementation support with clear assumptions and verification notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad implicit invocation and generic trigger words may activate the skill during unrelated security, GitHub, or bug-fix conversations.\n\nMitigation: Review activation settings or invoke the skill explicitly when skill-vetting workflow support is intended.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Requirement Plan](references/requirement-plan.md)\n- [Self-Improving Agent demand signal](https://clawhub.ai/skills/self-improving-agent)\n- [Skill Vetter demand signal](https://clawhub.ai/skills/skill-vetter)\n- [GitHub skill demand signal](https://clawhub.ai/skills/github)\n- [SkillScan demand signal](https://clawhub.ai/skills/skillscan)\n- [Remote access settings discussion](https://news.ycombinator.com/item?id=49565799)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown with optional code, shell command, checklist, or configuration blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include assumptions, limits, verification notes, and follow-up risks.]\n\n## Skill Version(s):\n\n0.20260905.61641 (source: server release metadata)\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-skill-vetter-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first，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 Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260905.61641:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Skill Vetter Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Skill Vetter-st...\"\n  default_prompt: \"Use $work-productivity-skill-vetter-workflow-helper to help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260831.40551: 8 files, 10591 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3337b), README.zh-CN.md (3345b), references/requirement-plan.md (5296b), skill-card.md (2763b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260831.40551:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260831.40551:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,884 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 271,003 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 196,977 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,448 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [Ask HN: Is .org now Trump-controlled?](https://news.ycombinator.com/item?id=49496390)\n- hacker-news-ask-hn: [Ask HN: Do you run A/B Tests?](https://news.ycombinator.com/item?id=49498145)\n- hacker-news-ask-hn: [We’re rolling out ads in ChatGPT](https://news.ycombinator.com/item?id=49483929)\n- hacker-news-ask-hn: [Which AI Do You Think Will Have the Greatest Impact on the World?](https://news.ycombinator.com/item?id=49504949)\n- hacker-news-ask-hn: [Android /iOS mobile application Vulnerability Scanning](https://news.ycombinator.com/item?id=49498013)\n- hacker-news-ask-hn: [Audience Infrastructure](https://news.ycombinator.com/item?id=49484442)\n- github-issues: [Sprint Planning - 2026/08/31 (Week 36)](https://github.com/nisyuu/makasete-ai/issues/281)\n- github-issues: [Media Plans: whole-plan scenarios with inheritance, preview, versioned diffs, drift, and rollback](https://github.com/jampat000/Deluno/issues/343)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260831.40551:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260831.40551\",\n  \"publishedAt\": 1788149317540\n}\n\nFile v0.20260831.40551:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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, hacker-news.\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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 476,884 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 271,003 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 196,977 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,448 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-08-30T07:11:57+00:00): [Ask HN: Is .org now Trump-controlled?](https://news.ycombinator.com/item?id=49496390)\n- hacker-news-ask-hn (2026-08-30T12:39:56+00:00): [Ask HN: Do you run A/B Tests?](https://news.ycombinator.com/item?id=49498145)\n- hacker-news-ask-hn (2026-08-28T20:36:01+00:00): [We’re rolling out ads in ChatGPT](https://news.ycombinator.com/item?id=49483929)\n- hacker-news-ask-hn (2026-08-31T02:29:33+00:00): [Which AI Do You Think Will Have the Greatest Impact on the World?](https://news.ycombinator.com/item?id=49504949)\n- hacker-news-ask-hn (2026-08-30T12:15:25+00:00): [Android /iOS mobile application Vulnerability Scanning](https://news.ycombinator.com/item?id=49498013)\n- hacker-news-ask-hn (2026-08-28T21:28:26+00:00): [Audience Infrastructure](https://news.ycombinator.com/item?id=49484442)\n- github-issues (2026-08-31T03:54:08+00:00): [Sprint Planning - 2026/08/31 (Week 36)](https://github.com/nisyuu/makasete-ai/issues/281)\n- github-issues (2026-08-31T04:03:27+00:00): [Media Plans: whole-plan scenarios with inheritance, preview, versioned diffs, drift, and rollback](https://github.com/jampat000/Deluno/issues/343)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260831.40551:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,884 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 271,003 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 196,977 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,448 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[Ask HN: Is .org now Trump-controlled?](https://news.ycombinator.com/item?id=49496390)\n- hacker-news-ask-hn：[Ask HN: Do you run A/B Tests?](https://news.ycombinator.com/item?id=49498145)\n- hacker-news-ask-hn：[We’re rolling out ads in ChatGPT](https://news.ycombinator.com/item?id=49483929)\n- hacker-news-ask-hn：[Which AI Do You Think Will Have the Greatest Impact on the World?](https://news.ycombinator.com/item?id=49504949)\n- hacker-news-ask-hn：[Android /iOS mobile application Vulnerability Scanning](https://news.ycombinator.com/item?id=49498013)\n- hacker-news-ask-hn：[Audience Infrastructure](https://news.ycombinator.com/item?id=49484442)\n- github-issues：[Sprint Planning - 2026/08/31 (Week 36)](https://github.com/nisyuu/makasete-ai/issues/281)\n- github-issues：[Media Plans: whole-plan scenarios with inheritance, preview, versioned diffs, drift, and rollback](https://github.com/jampat000/Deluno/issues/343)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260831.40551:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams plan practical Skill Vetter-style workflows for bug fixing, setup hardening, reliability improvement, and adjacent skill creation.\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 AI-agent users, skill authors, maintainers, and teams use this skill to turn broad Skill Vetter-style needs into concrete plans, checklists, implementation support, and validation notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad trigger wording may activate the skill during ordinary security, GitHub, or bug-fix requests where the user did not ask for this workflow.\n\nMitigation: Narrow invocation phrases or confirm user intent before applying the workflow to unrelated requests.\n\nRisk: Generated workflow, checklist, or code-change guidance could be incomplete or misleading for a specific skill or deployment context.\n\nMitigation: Restate the task-specific success criteria, validate the result against them, and review or scan affected skills before deployment.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Requirement Plan](references/requirement-plan.md)\n- [Popular ClawHub skill demand: self-improving agent](https://clawhub.ai/skills/self-improving-agent)\n- [Popular ClawHub skill demand: Skill Vetter](https://clawhub.ai/skills/skill-vetter)\n- [Popular ClawHub skill demand: Github](https://clawhub.ai/skills/github)\n- [Popular ClawHub skill demand: SkillScan](https://clawhub.ai/skills/skillscan)\n- [GitHub issue demand signal: Sprint Planning](https://github.com/nisyuu/makasete-ai/issues/281)\n- [GitHub issue demand signal: Media Plans](https://github.com/jampat000/Deluno/issues/343)\n- [Hacker News demand signal: Android /iOS mobile application Vulnerability Scanning](https://news.ycombinator.com/item?id=49498013)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown or text with optional code blocks, shell commands, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include task-specific assumptions, checklists, validation notes, risks, and follow-up work.]\n\n## Skill Version(s):\n\n0.20260831.40551 (source: ClawHub release metadata)\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 v0.20260831.40551:SKILL.zh-CN.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first，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 Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260831.40551:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Skill Vetter Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Skill Vetter-st...\"\n  default_prompt: \"Use $work-productivity-skill-vetter-workflow-helper to help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260829.40354: 8 files, 10194 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3123b), README.zh-CN.md (3129b), references/requirement-plan.md (5026b), skill-card.md (1948b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260829.40354:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260829.40354:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,625 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 270,824 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 196,818 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,384 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [We’re rolling out ads in ChatGPT](https://news.ycombinator.com/item?id=49483929)\n- hacker-news-ask-hn: [Audience Infrastructure](https://news.ycombinator.com/item?id=49484442)\n- github-issues: [[Good First Issue] 🏯 Add new Japanese Proverb 101 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/29370)\n- github-issues: [Curate hyperostosis cranialis interna (MONDO:0007765)](https://github.com/monarch-initiative/dismech/issues/9987)\n- github-issues: [📊 AI CLI Tools Digest 2026-08-29](https://github.com/duanyytop/agents-radar/issues/2999)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260829.40354\",\n  \"publishedAt\": 1787976434554\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 Skill Vetter-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, hacker-news.\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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 476,625 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 270,824 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 196,818 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,384 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-08-28T20:36:01+00:00): [We’re rolling out ads in ChatGPT](https://news.ycombinator.com/item?id=49483929)\n- hacker-news-ask-hn (2026-08-28T21:28:26+00:00): [Audience Infrastructure](https://news.ycombinator.com/item?id=49484442)\n- github-issues (2026-08-29T04:01:00+00:00): [[Good First Issue] 🏯 Add new Japanese Proverb 101 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/29370)\n- github-issues (2026-08-29T02:09:48+00:00): [Curate hyperostosis cranialis interna (MONDO:0007765)](https://github.com/monarch-initiative/dismech/issues/9987)\n- github-issues (2026-08-29T03:56:11+00:00): [📊 AI CLI Tools Digest 2026-08-29](https://github.com/duanyytop/agents-radar/issues/2999)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260829.40354:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,625 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 270,824 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 196,818 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,384 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[We’re rolling out ads in ChatGPT](https://news.ycombinator.com/item?id=49483929)\n- hacker-news-ask-hn：[Audience Infrastructure](https://news.ycombinator.com/item?id=49484442)\n- github-issues：[[Good First Issue] 🏯 Add new Japanese Proverb 101 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/29370)\n- github-issues：[Curate hyperostosis cranialis interna (MONDO:0007765)](https://github.com/monarch-initiative/dismech/issues/9987)\n- github-issues：[📊 AI CLI Tools Digest 2026-08-29](https://github.com/duanyytop/agents-radar/issues/2999)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 skill-vetting workflows, checklists, analyses, code changes, and decision support for improving reliability and safety.\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 skill-vetting and reliability needs into practical workflows, checklists, implementation support, and validation notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad trigger wording may cause the skill to activate for general security, GitHub, or workflow requests.\n\nMitigation: Narrow trigger wording before broad publication and verify that invocation examples match the intended skill-vetting workflow use case.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Skill Vetter Demand Signal](https://clawhub.ai/skills/skill-vetter)\n- [SkillScan Demand Signal](https://clawhub.ai/skills/skillscan)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown with optional code, shell command, checklist, workflow, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include assumptions, validation notes, remaining risks, and follow-up work when useful.]\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-skill-vetter-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first，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 Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260829.40354:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Skill Vetter Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Skill Vetter-st...\"\n  default_prompt: \"Use $work-productivity-skill-vetter-workflow-helper to help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260828.40337: 8 files, 10577 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3264b), README.zh-CN.md (3270b), references/requirement-plan.md (5167b), skill-card.md (2912b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260828.40337:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260828.40337:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,493 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 270,734 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 196,734 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,355 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [Ask HN: Why is AI civil tech and not military first?](https://news.ycombinator.com/item?id=49465734)\n- hacker-news-ask-hn: [Ask HN: Do you still do pair programming in this agentic age?](https://news.ycombinator.com/item?id=49461326)\n- github-issues: [[BETA] refactor(deep-capture): expose a library-first session API and thin the CLI](https://github.com/h8rt3rmin8r/fragcap/issues/252)\n- github-issues: [Run and diagnose the first local-model synthetic golden path](https://github.com/BeaudanBrown/pi-harness/issues/35)\n- github-issues: [Security/privacy: minimize GitHub Backup credential scope and document data flows](https://github.com/xingkongliang/skills-manager/issues/406)\n- github-issues: [Security hardening: Authenticode-sign Windows release artifacts and document verification](https://github.com/xingkongliang/skills-manager/issues/405)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260828.40337:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260828.40337\",\n  \"publishedAt\": 1787890086536\n}\n\nFile v0.20260828.40337:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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, hacker-news.\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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 476,493 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 270,734 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 196,734 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,355 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-08-27T14:45:29+00:00): [Ask HN: Why is AI civil tech and not military first?](https://news.ycombinator.com/item?id=49465734)\n- hacker-news-ask-hn (2026-08-27T07:49:11+00:00): [Ask HN: Do you still do pair programming in this agentic age?](https://news.ycombinator.com/item?id=49461326)\n- github-issues (2026-08-28T04:02:27+00:00): [[BETA] refactor(deep-capture): expose a library-first session API and thin the CLI](https://github.com/h8rt3rmin8r/fragcap/issues/252)\n- github-issues (2026-08-28T04:02:05+00:00): [Run and diagnose the first local-model synthetic golden path](https://github.com/BeaudanBrown/pi-harness/issues/35)\n- github-issues (2026-08-28T04:01:54+00:00): [Security/privacy: minimize GitHub Backup credential scope and document data flows](https://github.com/xingkongliang/skills-manager/issues/406)\n- github-issues (2026-08-28T04:00:29+00:00): [Security hardening: Authenticode-sign Windows release artifacts and document verification](https://github.com/xingkongliang/skills-manager/issues/405)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260828.40337:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,493 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 270,734 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 196,734 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,355 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[Ask HN: Why is AI civil tech and not military first?](https://news.ycombinator.com/item?id=49465734)\n- hacker-news-ask-hn：[Ask HN: Do you still do pair programming in this agentic age?](https://news.ycombinator.com/item?id=49461326)\n- github-issues：[[BETA] refactor(deep-capture): expose a library-first session API and thin the CLI](https://github.com/h8rt3rmin8r/fragcap/issues/252)\n- github-issues：[Run and diagnose the first local-model synthetic golden path](https://github.com/BeaudanBrown/pi-harness/issues/35)\n- github-issues：[Security/privacy: minimize GitHub Backup credential scope and document data flows](https://github.com/xingkongliang/skills-manager/issues/406)\n- github-issues：[Security hardening: Authenticode-sign Windows release artifacts and document verification](https://github.com/xingkongliang/skills-manager/issues/405)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260828.40337:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams create practical workflows, checklists, analyses, or implementation support for vetting and improving agent skills.\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 skill-vetting and reliability needs into concise plans, templates, checklists, analyses, code changes, or decision support. It is intended for practical workflow help around fixing bugs, hardening setup and safety, improving reliability, and creating adjacent skills.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill's implicit trigger wording is broad enough that it may activate during unrelated security, GitHub, or bug-fix conversations.\n\nMitigation: Before installing, narrow or disable implicit triggers so the skill activates only for explicit skill-vetting or pre-install review requests.\n\n## Reference(s):\n\n- [Skill release page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Publisher profile](https://clawhub.ai/user/kyro-ma)\n- [Requirement Plan](references/requirement-plan.md)\n- [Popular Clawhub skill demand: self-improving agent](https://clawhub.ai/skills/self-improving-agent)\n- [Popular Clawhub skill demand: Skill Vetter](https://clawhub.ai/skills/skill-vetter)\n- [Popular Clawhub skill demand: Github](https://clawhub.ai/skills/github)\n- [Popular Clawhub skill demand: SkillScan](https://clawhub.ai/skills/skillscan)\n- [Ask HN: Why is AI civil tech and not military first?](https://news.ycombinator.com/item?id=49465734)\n- [Ask HN: Do you still do pair programming in this agentic age?](https://news.ycombinator.com/item?id=49461326)\n- [Fragcap issue 252](https://github.com/h8rt3rmin8r/fragcap/issues/252)\n- [Pi Harness issue 35](https://github.com/BeaudanBrown/pi-harness/issues/35)\n- [Skills Manager issue 406](https://github.com/xingkongliang/skills-manager/issues/406)\n- [Skills Manager issue 405](https://github.com/xingkongliang/skills-manager/issues/405)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown or text with optional code, shell command, and configuration blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should include assumptions, limits, verification notes, and follow-up risks when helpful.]\n\n## Skill Version(s):\n\n0.20260828.40337 (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 v0.20260828.40337:SKILL.zh-CN.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first，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 Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260828.40337:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Skill Vetter Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Skill Vetter-st...\"\n  default_prompt: \"Use $work-productivity-skill-vetter-workflow-helper to help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260827.40448: 8 files, 10682 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3375b), README.zh-CN.md (3383b), references/requirement-plan.md (5382b), skill-card.md (2175b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260827.40448:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260827.40448:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,307 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 270,617 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 196,644 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,305 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [Ask HN: Why do tools like customer.io abandon self-serve after their Series A?](https://news.ycombinator.com/item?id=49455036)\n- hacker-news-ask-hn: [Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\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: [AWS Elastic Load Balancer (ELB) -- CLB & ALB](https://segmentfault.com/a/1190000040977924)\n- segmentfault-search: [辅导案例-COMP347-Assignment 2](https://segmentfault.com/a/1190000020835131)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260827.40448:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260827.40448\",\n  \"publishedAt\": 1787803656641\n}\n\nFile v0.20260827.40448:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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, 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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 476,307 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 270,617 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 196,644 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,305 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-08-26T20:03:05+00:00): [Ask HN: Why do tools like customer.io abandon self-serve after their Series A?](https://news.ycombinator.com/item?id=49455036)\n- hacker-news-ask-hn (2026-08-26T08:41:58+00:00): [Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\n- segmentfault-search (2026-08-27T04:05:55.366622+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-08-27T04:05:55.366622+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-08-27T04:05:55.367125+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-08-27T04:05:55.367125+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 (2026-08-27T04:05:55.367125+00:00): [AWS Elastic Load Balancer (ELB) -- CLB & ALB](https://segmentfault.com/a/1190000040977924)\n- segmentfault-search (2026-08-27T04:05:55.367125+00:00): [辅导案例-COMP347-Assignment 2](https://segmentfault.com/a/1190000020835131)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260827.40448:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,307 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 270,617 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 196,644 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,305 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[Ask HN: Why do tools like customer.io abandon self-serve after their Series A?](https://news.ycombinator.com/item?id=49455036)\n- hacker-news-ask-hn：[Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\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：[AWS Elastic Load Balancer (ELB) -- CLB & ALB](https://segmentfault.com/a/1190000040977924)\n- segmentfault-search：[辅导案例-COMP347-Assignment 2](https://segmentfault.com/a/1190000020835131)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260827.40448:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, and maintainers create practical vetting workflows, checklists, analyses, and implementation support for Skill Vetter-style reliability and safety work.\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\nDevelopers, skill authors, maintainers, and teams use this skill to turn demand for skill-vetting workflows into concrete local checklists, plans, artifacts, analyses, code changes, and verification notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill may be invoked too broadly for generic security, GitHub, or bug-fix requests.\n\nMitigation: Use it for explicit skill-vetting workflow help and narrow trigger terms or invocation examples before deployment.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Requirement plan](artifact/references/requirement-plan.md)\n- [Popular ClawHub skill demand: Skill Vetter](https://clawhub.ai/skills/skill-vetter)\n- [Popular ClawHub skill demand: SkillScan](https://clawhub.ai/skills/skillscan)\n- [Popular ClawHub skill demand: Github](https://clawhub.ai/skills/github)\n- [Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown, text, code snippets, shell commands, configuration snippets, or structured checklists depending on the user's request]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should include assumptions, limits, validation notes, and remaining risks when relevant.]\n\n## Skill Version(s):\n\n0.20260827.40448 (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 v0.20260827.40448:SKILL.zh-CN.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first，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 Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260827.40448:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Skill Vetter Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Skill Vetter-st...\"\n  default_prompt: \"Use $work-productivity-skill-vetter-workflow-helper to help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260826.40329: 8 files, 10595 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3181b), README.zh-CN.md (3187b), references/requirement-plan.md (5084b), skill-card.md (2677b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nFile v0.20260826.40329:SKILL.md\n\n---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n\nFile v0.20260826.40329:README.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,145 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 270,504 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 196,554 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,261 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [How I Read Books](https://news.ycombinator.com/item?id=49426275)\n- github-issues: [[Good First Issue] 🦊 Add new Grammar Point 85 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/29172)\n- github-issues: [[security] Update Chromium pin to 152.0.7977.64](https://github.com/JackZeng/LongView-Chromium/issues/14)\n- github-issues: [CI hardening: no permissions: block, and actions are pinned to mutable tags](https://github.com/joncfrancisco/pzbot/issues/14)\n- github-issues: [[Feature Request] Allow setting proxy_url prior to initiating OAuth login flow](https://github.com/router-for-me/CLIProxyAPI/issues/5258)\n- github-issues: [[BUG]: Cannot download HiRes even if listed as](https://github.com/alfdav/music-dl/issues/148)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260826.40329:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260826.40329\",\n  \"publishedAt\": 1787717215868\n}\n\nFile v0.20260826.40329:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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, hacker-news.\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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 476,145 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 270,504 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 196,554 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,261 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-08-24T21:47:14+00:00): [How I Read Books](https://news.ycombinator.com/item?id=49426275)\n- github-issues (2026-08-26T04:01:03+00:00): [[Good First Issue] 🦊 Add new Grammar Point 85 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/29172)\n- github-issues (2026-08-26T04:02:23+00:00): [[security] Update Chromium pin to 152.0.7977.64](https://github.com/JackZeng/LongView-Chromium/issues/14)\n- github-issues (2026-08-26T04:01:54+00:00): [CI hardening: no permissions: block, and actions are pinned to mutable tags](https://github.com/joncfrancisco/pzbot/issues/14)\n- github-issues (2026-08-26T03:52:35+00:00): [[Feature Request] Allow setting proxy_url prior to initiating OAuth login flow](https://github.com/router-for-me/CLIProxyAPI/issues/5258)\n- github-issues (2026-08-26T03:42:53+00:00): [[BUG]: Cannot download HiRes even if listed as](https://github.com/alfdav/music-dl/issues/148)\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, skill-vetter, vetter, security, first, vetting, before, installing, github, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n- Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.\n\nFile v0.20260826.40329:README.zh-CN.md\n\n# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 476,145 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 270,504 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 196,554 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,261 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[How I Read Books](https://news.ycombinator.com/item?id=49426275)\n- github-issues：[[Good First Issue] 🦊 Add new Grammar Point 85 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/29172)\n- github-issues：[[security] Update Chromium pin to 152.0.7977.64](https://github.com/JackZeng/LongView-Chromium/issues/14)\n- github-issues：[CI hardening: no permissions: block, and actions are pinned to mutable tags](https://github.com/joncfrancisco/pzbot/issues/14)\n- github-issues：[[Feature Request] Allow setting proxy_url prior to initiating OAuth login flow](https://github.com/router-for-me/CLIProxyAPI/issues/5258)\n- github-issues：[[BUG]: Cannot download HiRes even if listed as](https://github.com/alfdav/music-dl/issues/148)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\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 v0.20260826.40329:skill-card.md\n\n## Description:\n\nHelps agent users, skill authors, maintainers, and teams create practical Skill Vetter-style workflows for bug fixes, setup and safety hardening, reliability improvements, and adjacent skill ideas.\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, skill authors, maintainers, and agent users use this skill to turn validated demand for Skill Vetter-style workflows into concrete plans, checklists, analysis, code changes, or implementation support. It is intended for practical work on bug fixing, setup and safety hardening, reliability, and related skill workflows.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad implicit activation may route generic security, GitHub, first-issue, or bug-fix requests to this skill unexpectedly.\n\nMitigation: Review trigger terms and implicit invocation before deployment; narrow keywords or require explicit invocation where predictable routing is important.\n\nRisk: Generated workflow guidance may be incomplete or mismatched when the user's outcome, constraints, inputs, or success criteria are unclear.\n\nMitigation: Have the agent restate the outcome, constraints, available inputs, success criteria, assumptions, and validation notes before relying on generated artifacts or changes.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-skill-vetter-workflow-helper)\n- [Popular ClawHub skill demand: Skill Vetter](https://clawhub.ai/skills/skill-vetter)\n- [Popular ClawHub skill demand: SkillScan](https://clawhub.ai/skills/skillscan)\n- [CI hardening issue signal](https://github.com/joncfrancisco/pzbot/issues/14)\n- [Security update issue signal](https://github.com/JackZeng/LongView-Chromium/issues/14)\n\n## Skill Output:\n\n**Output Type(s):**\n\nArchive v0.20260825.44155: 8 files, 10695 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3225b), README.zh-CN.md (3231b), references/requirement-plan.md (5134b), skill-card.md (3061b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nArchive v0.20260823.40325: 8 files, 10852 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3373b), README.zh-CN.md (3381b), references/requirement-plan.md (5380b), skill-card.md (2451b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (176b)\n\nArchive v0.20260822.135636: 8 files, 10747 bytes\n\nFiles: agents/openai.yaml (412b), README.md (3379b), README.zh-CN.md (3387b), references/requirement-plan.md (5388b), skill-card.md (2249b), SKILL.md (3424b), SKILL.zh-CN.md (3298b), _meta.json (177b)","readmeExcerpt":"Skill: Work Productivity Skill Vetter Workflow Helper Owner: kyro-ma Summary: Helps with Agent users show strong demand for Skill Vetter-st... Tags: latest:0.20260907.40414 Version history: v0.20260907.40414 | 2026-09-07T04:06:52.342Z | auto - Updated documentation in README.md and README.zh-CN.md for clarity and improved guidance. - Revised references/requirement-plan.md to align with current requirements. - Removed","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: work-productivity-skill-vetter-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Skill Vetter-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, skill-vetter, vetter, security, first, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Skill Vetter 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 Skill Vetter-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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vett"},{"path":"README.md","content":"# Work Productivity Skill Vetter Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 478,052 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Skill Vetter has 271,818 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 197,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: SkillScan has 181,653 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn: [Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- hacker-news-ask-hn: [Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- hacker-news-ask-hn: [User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- hacker-news-ask-hn: [How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- github-issues: [feature branchへのpushでCIを自動起動し、PR前レビューの時点で全体回帰をCIに持たせる](https://github.com/kouitic/jstock_advisor/issues/230)\n- github-issues: [[BUG] - Selecting Random from the sort menu opens a recipe instead of shuffling the list](https://github.com/mealie-recipes/mealie/issues/8324)\n- github-issues: [🦞 OpenClaw 生态日报 2026-09-07](https://github.com/96loveslife/big_model_radar/issues/451)\n- github-issues: [bug: HEIC photos only get rejected after you fill in the whole form](https://github.com/paro-studio/web/issues/94)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on C"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-skill-vetter-workflow-helper\",\n  \"version\": \"0.20260907.40414\",\n  \"publishedAt\": 1788754012342\n}"},{"path":"references/requirement-plan.md","content":"# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Skill Vetter-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, hacker-news.\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 (2026-08-06T07:00:34.404000+00:00): [Popular Clawhub skill demand: self-improving agent has 478,052 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill (2026-05-11T07:51:18.349000+00:00): [Popular Clawhub skill demand: Skill Vetter has 271,818 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 197,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-18T03:40:07.591000+00:00): [Popular Clawhub skill demand: SkillScan has 181,653 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn (2026-09-06T06:01:23+00:00): [Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- hacker-news-ask-hn (2026-09-06T12:48:34+00:00): [Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- hacker-news-ask-hn (2026-09-05T18:38:11+00:00): [User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- hacker-news-ask-hn (2026-09-05T20:50:51+00:00): [How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- github-issues (2026-09-07T03:58:58+00:00): [feature branchへのpushでCIを自動起動し、PR前レビューの時点で全体回帰をCIに持たせる](https://github.com/kouitic/jstock_advisor/issues/230)\n- github-issues (2026-09-07T04:02:24+00:00): [[BUG] - Selecting Random from the sort menu opens a recipe instead of shuffling the list](https://github.com/mealie-recipes/mealie/issues/8324)\n- github-issues (2026-09-07T04:00:40+"},{"path":"README.zh-CN.md","content":"# Work Productivity Skill Vetter Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Skill Vetter-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: self-improving agent has 478,052 downloads](https://clawhub.ai/skills/self-improving-agent)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Skill Vetter has 271,818 downloads](https://clawhub.ai/skills/skill-vetter)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 197,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: SkillScan has 181,653 downloads](https://clawhub.ai/skills/skillscan)\n- hacker-news-ask-hn：[Ask HN: Do you route only certain websites through a VPN?](https://news.ycombinator.com/item?id=49583757)\n- hacker-news-ask-hn：[Ask HN: Are we normalizing surveillance in the name of safety?](https://news.ycombinator.com/item?id=49586069)\n- hacker-news-ask-hn：[User-guide-driven development with coding agents](https://news.ycombinator.com/item?id=49579372)\n- hacker-news-ask-hn：[How do you filter noise from signal in programming resources?](https://news.ycombinator.com/item?id=49580521)\n- github-issues：[feature branchへのpushでCIを自動起動し、PR前レビューの時点で全体回帰をCIに持たせる](https://github.com/kouitic/jstock_advisor/issues/230)\n- github-issues：[[BUG] - Selecting Random from the sort menu opens a recipe instead of shuffling the list](https://github.com/mealie-recipes/mealie/issues/8324)\n- github-issues：[🦞 OpenClaw 生态日报 2026-09-07](https://github.com/96loveslife/big_model_radar/issues/451)\n- github-issues：[bug: HEIC photos only get rejected after you fill in the whole form](https://github.com/paro-studio/web/issues/94)\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`, `skill-vetter`, `vetter`, `security`, `first`, `vetting`, `before`, `installing`, `github`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `I need a practical workflow for Agent users show strong demand for Skill Vetter-style workflows on Clawhub. They need practical help fixing bugs, harden.`\n- `Use $work-productivity-skill-vetter-workflow-helper to handle Agent users show "}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":null,"editorialQuality":{"score":100,"threshold":65,"status":"thin","wordCount":2305,"uniquenessScore":31,"reasons":["uniqueness-below-45"]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-10T03:11:16.922Z","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":"2026-10-10T03:11:16.922Z","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":"2026-10-10T06:44:52.168Z","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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