{"id":"c02667f3-3a9c-4745-bfb7-acbb005babf6","entityType":"agent","slug":"clawhub-kyro-ma-product-validation-planner","name":"Product Validation Planner","canonicalUrl":"https://www.xpersona.co/agent/clawhub-kyro-ma-product-validation-planner","canonicalPath":"/agent/clawhub-kyro-ma-product-validation-planner","generatedAt":"2026-10-10T03:35:49.454Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T14:32:55.110Z","emptyReason":null},"description":"Helps with Founders and builders need a repeatable way to tur...","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 2.5K downloads reported by the source. 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kyro-ma\n\nSummary: Helps with Founders and builders need a repeatable way to tur...\n\nTags: latest:0.20260911.40430\n\nVersion history:\n\nv0.0.0-20261009-045810 | 2026-10-09T05:01:57.074Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for improved clarity.\n- Revised and enhanced references/requirement-plan.md.\n- Removed outdated skill-card.md file to streamline the project structure.\n\nv0.20260911.40430 | 2026-09-11T04:07:30.671Z | auto\n\n- Documentation improved in both README.md and README.zh-CN.md for clarity and usability.\n- Reference planning details updated in references/requirement-plan.md.\n- Removed outdated skill-card.md file for cleaner repository maintenance.\n\nv0.20260910.52416 | 2026-09-10T05:27:35.303Z | auto\n\n- Updated source evidence to cover 3 source families (previously 2) for broader demand validation.\n- Increased demand score from 90/100 to 100/100.\n- Improved skill description and requirement statements for clarity and current evidence.\n- Removed outdated file: skill-card.md.\n\nv0.20260908.51704 | 2026-09-08T05:20:21.887Z | auto\n\n- Updated evidence sources from 3 to 2 source families to reflect current validation data.\n- Adjusted demand score to 90/100 for more accurate assessment.\n- Removed redundant \"skill-card.md\" file.\n- Documentation updated for clarity and to match new evidence counts.\n\nv0.20260907.40414 | 2026-09-07T04:06:46.219Z | auto\n\n- Improved references and documentation for requirement evidence and planning details\n- Updated multilingual README files for increased clarity\n- Removed outdated skill card documentation\n\nv0.20260906.40422 | 2026-09-06T04:07:14.638Z | auto\n\n- Documentation updated for clarity in README.md and README.zh-CN.md.\n- Reference details enhanced in requirement-plan.md.\n- Removed obsolete skill-card.md file.\n- No functional or workflow changes; this release focuses on documentation improvements and cleanup.\n\nv0.20260905.61641 | 2026-09-05T06:19:39.558Z | auto\n\n- Updated documentation in README.md, README.zh-CN.md, and references/requirement-plan.md for improved clarity.\n- Removed the obsolete skill-card.md file to streamline the project.\n- No changes to workflow or functionality; documentation improvements only.\n\nv0.20260904.60001 | 2026-09-04T06:03:15.651Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and completeness.\n- Improved and expanded the references/requirement-plan.md file.\n- Removed the skill-card.md file for simplification.\n- No changes to skill logic; this release is documentation-focused.\n\nv0.20260831.40551 | 2026-08-31T04:08:31.304Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and completeness.\n- Improved details and instructions in references/requirement-plan.md.\n- Removed outdated skill-card.md file.\n\nv0.20260830.92238 | 2026-08-30T09:26:17.430Z | auto\n\n- Documentation updated: enhancements made to both English (README.md) and Chinese (README.zh-CN.md) readme files.\n- Reference details improved in references/requirement-plan.md.\n- Obsolete skill-card.md file has been removed for clarity.\n- No changes to the core workflow, requirements, or expected outputs.\n\nv0.20260827.40448 | 2026-08-27T04:07:30.027Z | auto\n\n- Documentation updated: README.md and README.zh-CN.md revised for clarity and coverage.\n- Reference plan (references/requirement-plan.md) enhanced or corrected to improve evidence and planning details.\n- Obsolete or redundant file skill-card.md removed for better maintainability.\n- No changes to the core workflow or skill logic.\n\nv0.20260826.40329 | 2026-08-26T04:06:23.708Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for improved clarity and usability.\n- Enhanced references/requirement-plan.md for better guidance on source evidence and planning.\n- Removed the skill-card.md file to streamline repository contents.\n\nv0.20260824.40429 | 2026-08-24T04:07:32.310Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and improved guidance.\n- Expanded and clarified details in references/requirement-plan.md to better support the planning process.\n- Removed redundant skill-card.md file to streamline the project.\n\nv0.20260822.135636 | 2026-08-22T13:59:35.241Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and guidance.\n- Removed redundant file: skill-card.md.\n- No workflow or logic changes; all updates are documentation only.\n\nv0.20260817.40422 | 2026-08-17T04:07:06.838Z | auto\n\n- Source families supporting validated demand reduced from 4 to 3 in documentation and metadata.\n- References to \"4 source families\" updated to \"3 source families\" in SKILL.md, README, and related files.\n- skill-card.md file removed.\n- Minor text clarifications for accuracy and consistency across documentation.\n\nv0.20260815.40440 | 2026-08-15T04:08:19.766Z | auto\n\n- Updated demand evidence: now supports 12 signals across 4 source families (was 3).\n- Improved documentation in English and Chinese READMEs and requirement-plan reference.\n- Removed redundant skill-card.md file for simplified maintenance.\n\nv0.20260814.40500 | 2026-08-14T04:10:33.012Z | auto\n\n- Source evidence updated: now supported by 12 online signals across 3 source families (was 4).\n- References to the number of source families adjusted throughout documentation.\n- Removed redundant skill-card.md file.\n- Documentation updated in both English and Chinese for consistency with evidence changes.\n\nv0.20260813.40345 | 2026-08-13T04:06:19.776Z | auto\n\n- Expanded evidence base: The number of source families supporting validated demand increased from 3 to 4.\n- Updated documentation to reflect 4 source families in both English and Chinese README and SKILL files.\n- Removed obsolete skill-card.md file.\n- Minor text clarifications and consistency improvements across documentation.\n\nv0.20260812.40408 | 2026-08-12T04:12:30.483Z | auto\n\nproduct-validation-planner v0.20260812.40408\n\n- Updated evidence: Validation now supported by 12 signals across 3 source families (was 4).\n- Skill documentation revised in English and Chinese to match updated evidence details.\n- Removed obsolete skill-card.md file for clarity and easier maintenance.\n- No change to core workflow or user-facing features.\n\nv0.20260810.40316 | 2026-08-10T04:05:31.584Z | auto\n\n- Increased source family count for validation evidence from 3 to 4, providing broader support for product validation requirements.\n- Updated documentation to reflect evidence now comes from 4 source families.\n- Removed the obsolete skill-card.md file for a leaner codebase.\n- Minor clarifications and updates in README and reference documentation.\n\nv0.20260809.40514 | 2026-08-09T04:08:50.910Z | auto\n\n- Updated demand evidence from 11 to 12 online signals across 3 source families, reflecting increased validation.\n- Revised all demand references and evidence counts in documentation to match new signal total.\n- Removed the obsolete \"skill-card.md\" file.\n- Minor documentation updates for clarity and consistency in both English and Chinese README and SKILL files.\n\nv0.20260802.40421 | 2026-08-02T04:06:21.286Z | auto\n\n- Evidence count updated: now based on 11 separate online signals (was 12).\n- References and descriptions in English and Chinese documentation updated to reflect this change.\n- Removed legacy skill-card.md file for simplification.\n- No changes to workflow or user-facing functionality.\n\nv0.20260730.234524 | 2026-07-30T23:50:58.580Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for greater clarity and guidance.\n- Modified references/requirement-plan.md to refine requirement planning and evidence details.\n- Removed redundant skill-card.md file for improved repository organization.\n\nv0.20260730.110348 | 2026-07-30T11:10:29.101Z | auto\n\n- Documentation updated in both English and Chinese (README.md, README.zh-CN.md) for clarity and completeness.\n- References and planning details improved in requirement-plan.md.\n- Removed outdated skill-card.md file. \n- No changes to core workflow or triggers; primary workflow and validation steps remain unchanged.\n\nv0.20260730.10356 | 2026-07-30T01:12:15.123Z | auto\n\n- Expanded evidence base: validation now draws from 12 online signals across 3 source families (previously 8/2).\n- Demand score increased to 100/100, reflecting stronger and broader support.\n- Updated documentation in all supported languages.\n- Removed the redundant skill-card.md file for better maintenance.\n\nv0.20260730.3907 | 2026-07-30T00:44:02.561Z | auto\n\n- Updated market validation: evidence now based on 8 online signals from 2 source families (was 12 signals from 3 families).\n- Demand score adjusted to 90/100 (was 100/100).\n- Minor changes to documentation for clarity and accuracy.\n- Removed the file skill-card.md.\n\nv0.20260729.2331 | 2026-07-29T00:26:18.641Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for improved clarity.\n- Expanded or revised the requirement-plan reference details.\n- Removed the obsolete skill-card.md file for better maintainability.\n- No functional changes to workflow or trigger logic.\n\nv0.20260728.90410 | 2026-07-28T09:06:40.470Z | auto\n\n- Updated requirement and workflow guidance in references/requirement-plan.md.\n- Removed skill-card.md file.\n- No changes to core functionality or triggers.\n\nv0.20260728.40429 | 2026-07-28T04:08:37.515Z | auto\n\n- Removed skill-card.md to streamline project files.\n- Updated content in references/requirement-plan.md. \n- No changes to skill logic or user workflow.\n\nv0.20260728.1730 | 2026-07-28T00:19:47.200Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and ease of use.\n- Improved reference details in references/requirement-plan.md.\n- Removed obsolete skill-card.md file to streamline project structure.\n\nv0.20260727.130301 | 2026-07-27T13:09:10.872Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and improved guidance.\n- Revised references/requirement-plan.md with expanded planning details.\n- Removed outdated skill-card.md file.\n\nv0.20260727.80339 | 2026-07-27T08:09:29.406Z | auto\n\n- Documentation updates in README files for both English and Chinese (README.md, README.zh-CN.md).\n- Reference documentation (references/requirement-plan.md) modified.\n- Removed outdated skill-card.md file.\n- No changes to core workflow or outputs; all updates are documentation-related.\n\nv0.20260727.30443 | 2026-07-27T03:06:46.550Z | auto\n\n- Documentation updated: improved and clarified instructions in README.md and README.zh-CN.md.\n- requirements-plan.md reference retained for sourcing and planning.\n- Obsolete file skill-card.md removed to simplify the project structure.\n\nv0.20260727.4640 | 2026-07-27T00:49:27.483Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for improved clarity and usability.\n- Expanded and clarified planning details in references/requirement-plan.md.\n- Removed the redundant skill-card.md file to streamline documentation.\n\nv0.20260726.120312 | 2026-07-26T12:10:59.629Z | auto\n\n- Documentation updated in both English and Chinese to improve clarity and guidance.\n- Reference planning details revised in references/requirement-plan.md.\n- Obsolete skill-card.md file removed for simplification.\n\nv0.20260726.70315 | 2026-07-26T07:05:56.077Z | auto\n\n- Increased the number of supporting online signals from 10 to 12 in the core requirement and evidence sections.\n- Updated descriptions across SKILL.md, README.md, and related documentation to reflect the new evidence count.\n- Removed the unused file skill-card.md for better maintainability.\n- Minor documentation improvements for clarity and accuracy.\n\nv0.20260726.20446 | 2026-07-26T02:12:32.618Z | auto\n\n- Updated evidence to reflect 10 online signals (previously 12) across 3 source families supporting validated demand.\n- Adjusted demand description and references in documentation to match updated signal count.\n- No changes to core workflow, expected outputs, or validation process.\n\nv0.20260726.13716 | 2026-07-26T01:45:15.040Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for improved clarity.\n- Revised and expanded references/requirement-plan.md.\n- Removed the skill-card.md file.\n- No changes were made to core workflow or requirements.\n\nv0.20260725.110246 | 2026-07-25T11:05:01.778Z | auto\n\n- Updated documentation in README and README.zh-CN for improved clarity.\n- Removed the obsolete skill-card.md file.\n- No workflow or functional changes to the core skill logic.\n\nv0.20260725.60451 | 2026-07-25T06:12:46.530Z | auto\n\n- Documentation updated in README.md and README.zh-CN.md for improved clarity.\n- Reference details revised in references/requirement-plan.md.\n- Removed obsolete skill-card.md file.\n\nv0.20260725.34436 | 2026-07-25T03:51:03.887Z | auto\n\n- Requirement and workflow expanded to focus on validated demand, with evidence from 12 signals across 3 sources.\n- Skill usage clarified for founders, product managers, and small teams needing validation plans and early product artifacts.\n- Output expectations redefined: now delivers tailored checklists, workflows, templates, and a verification note.\n- Instructions emphasize local-hardware-friendly solutions and practical follow-up steps.\n- Updated triggers and keywords to better match common user requests.\n- Removed and consolidated duplicate or outdated documentation for clarity.\n\nv0.1.1 | 2026-06-20T13:19:01.909Z | auto\n\n- Improved guidance for lean product validation, focusing on testing assumptions before heavy investment.\n- Expanded workflow to prioritize risks and design minimal experiments for each core uncertainty.\n- Enhanced experiment planning: includes threshold definition, targeted artifacts (scripts, surveys, briefs), and explicit next steps.\n- Added guardrails to avoid common validation pitfalls like vanity metrics and untestable assumptions.\n- New validation outputs: clear plan with decisions, customer scripts, focused copy, and actionable go/no-go recommendations.\n\nArchive index:\n\nArchive v0.0.0-20261009-045810: 8 files, 11065 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3852b), README.zh-CN.md (3854b), references/requirement-plan.md (5708b), skill-card.md (1665b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (161b)\n\nFile v0.0.0-20261009-045810:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.0.0-20261009-045810:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search: [Why don't more developers “use the platform”?](https://news.ycombinator.com/item?id=49961543)\n- hacker-news-search: [Tesla takes on $30B in credit as it approaches unprofitability](https://news.ycombinator.com/item?id=49909144)\n- hacker-news-search: [Git 3.0's upcoming SHA-256 default will be a costly mistake](https://news.ycombinator.com/item?id=49936426)\n- csdn-search: [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\n- csdn-search: [网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.0.0-20261009-045810:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"product-validation-planner\",\n  \"version\": \"0.0.0-20261009-045810\",\n  \"publishedAt\": 1791522117074\n}\n\nFile v0.0.0-20261009-045810:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: csdn, 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\n## Evidence\n\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search (2026-10-05T07:01:17+00:00): [Why don't more developers “use the platform”?](https://news.ycombinator.com/item?id=49961543)\n- hacker-news-search (2026-09-30T14:02:55+00:00): [Tesla takes on $30B in credit as it approaches unprofitability](https://news.ycombinator.com/item?id=49909144)\n- hacker-news-search (2026-10-02T17:51:08+00:00): [Git 3.0's upcoming SHA-256 default will be a costly mistake](https://news.ycombinator.com/item?id=49936426)\n- csdn-search (2026-10-09T04:58:57.080701+00:00): [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\n- csdn-search (2026-10-09T04:58:57.080701+00:00): [网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.0.0-20261009-045810:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search：[Why don't more developers “use the platform”?](https://news.ycombinator.com/item?id=49961543)\n- hacker-news-search：[Tesla takes on $30B in credit as it approaches unprofitability](https://news.ycombinator.com/item?id=49909144)\n- hacker-news-search：[Git 3.0's upcoming SHA-256 default will be a costly mistake](https://news.ycombinator.com/item?id=49936426)\n- csdn-search：[debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\n- csdn-search：[网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.0.0-20261009-045810:skill-card.md\n\n## Description:\n\nHelps founders and product teams turn early product ideas into actionable validation plans, checklists, prototypes, and positioning.\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\nSolo founders, product managers, makers, and small teams use this skill to clarify product ideas, plan practical validation steps, and prepare usable decision-support materials before investing heavily in development.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad activation keywords may invoke the skill for loosely related business or product questions.\n\nMitigation: Check the plan's relevance to the user's actual goal before relying on it.\n\n## Reference(s):\n\n- [Requirement plan](references/requirement-plan.md)\n- [Product Validation Planner on ClawHub](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands]\n\n**Output Format:** [Tailored Markdown responses, including plans, checklists, analyses, and optional code or scripts]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Includes assumptions, a verification note, and next steps when helpful.]\n\n## Skill Version(s):\n\n0.0.0-20261009-045810 (source: ClawHub release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.0.0-20261009-045810:SKILL.zh-CN.md\n\n---\nname: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. 把运营问题转化为可复用流程、检查清单、模板或轻量分析。\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n示例触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.0.0-20261009-045810:agents/openai.yaml\n\ninterface:\n  display_name: \"Product Validation Planner\"\n  short_description: \"Helps with Founders and builders need a repeatable way to tur...\"\n  default_prompt: \"Use $product-validation-planner to help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260911.40430: 8 files, 10522 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3260b), README.zh-CN.md (3262b), references/requirement-plan.md (5104b), skill-card.md (2151b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nFile v0.20260911.40430:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260911.40430:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- github-issues: [[P1][JFL][QA] Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- hacker-news-search: [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search: [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search: [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search: [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49523753)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 v0.20260911.40430:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"product-validation-planner\",\n  \"version\": \"0.20260911.40430\",\n  \"publishedAt\": 1789099650671\n}\n\nFile v0.20260911.40430:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: github, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n\n## Evidence\n\n- segmentfault-search (2026-09-11T04:05:59.007957+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-11T04:05:59.007957+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-11T04:05:59.008460+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-11T04:05:59.008460+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 (2026-09-11T04:05:59.008460+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-09-11T04:05:59.008460+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-09-11T04:05:59.008460+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- github-issues (2026-09-07T22:25:08+00:00): [[P1][JFL][QA] Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- hacker-news-search (2026-09-03T18:01:24+00:00): [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search (2026-09-04T17:29:19+00:00): [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search (2026-09-03T04:27:20+00:00): [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search (2026-09-01T15:55:53+00:00): [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49523753)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.20260911.40430:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- github-issues：[[P1][JFL][QA] Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- hacker-news-search：[Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search：[Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search：[Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search：[Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49523753)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 v0.20260911.40430:skill-card.md\n\n## Description:\n\nHelps founders, product managers, makers, and small teams turn rough product ideas into validated plans, prototypes, positioning, workflows, checklists, analysis, or implementation support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal founders, product managers, makers, and small teams use this skill to test whether a product idea is worth building before investing heavily. It structures validation work into repeatable plans, prototypes, user-facing positioning, checklists, and decision support.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad implicit triggers may cause the skill to activate in unrelated startup, SaaS, prototype, or validation discussions.\n\nMitigation: Invoke the skill explicitly when product validation planning is needed, or narrow triggers before deployment in environments where accidental activation is a concern.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n- [Requirement Plan](references/requirement-plan.md)\n- [Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown with structured plans, checklists, templates, analysis, code snippets, and verification notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should state assumptions, constraints, success criteria, remaining risks, and next steps when useful.]\n\n## Skill Version(s):\n\n0.20260911.40430 (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 v0.20260911.40430:SKILL.zh-CN.md\n\n---\nname: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. 把运营问题转化为可复用流程、检查清单、模板或轻量分析。\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n示例触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260911.40430:agents/openai.yaml\n\ninterface:\n  display_name: \"Product Validation Planner\"\n  short_description: \"Helps with Founders and builders need a repeatable way to tur...\"\n  default_prompt: \"Use $product-validation-planner to help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260910.52416: 8 files, 11217 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3271b), README.zh-CN.md (3273b), references/requirement-plan.md (5115b), skill-card.md (3436b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nFile v0.20260910.52416:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260910.52416:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- github-issues: [[P1][JFL][QA] Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- hacker-news-search: [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search: [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search: [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search: [How accurate have Ed Zitron's AI skeptic predictions been?](https://news.ycombinator.com/item?id=49535766)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 v0.20260910.52416:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"product-validation-planner\",\n  \"version\": \"0.20260910.52416\",\n  \"publishedAt\": 1789018055303\n}\n\nFile v0.20260910.52416:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: github, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n\n## Evidence\n\n- segmentfault-search (2026-09-10T05:25:55.742449+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-10T05:25:55.742449+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-10T05:25:55.742449+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-10T05:25:55.742449+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 (2026-09-10T05:25:55.742449+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-09-10T05:25:55.742449+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-09-10T05:25:55.742449+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- github-issues (2026-09-07T22:25:08+00:00): [[P1][JFL][QA] Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- hacker-news-search (2026-09-03T18:01:24+00:00): [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search (2026-09-04T17:29:19+00:00): [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search (2026-09-03T04:27:20+00:00): [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search (2026-09-02T13:18:12+00:00): [How accurate have Ed Zitron's AI skeptic predictions been?](https://news.ycombinator.com/item?id=49535766)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.20260910.52416:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- github-issues：[[P1][JFL][QA] Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- hacker-news-search：[Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search：[Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search：[Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search：[How accurate have Ed Zitron's AI skeptic predictions been?](https://news.ycombinator.com/item?id=49535766)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 v0.20260910.52416:skill-card.md\n\n## Description:\n\nHelps founders, product managers, makers, and small teams turn rough product ideas into validated plans, prototypes, user-facing positioning, and practical decision-support artifacts.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users such as solo founders, product managers, makers, and small teams use this skill to test whether a product idea is worth building before investing heavily. It helps convert early product questions into workflows, checklists, lightweight analyses, prototypes, positioning, and verification notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad activation wording may invoke the skill for general startup or planning requests in workspaces with many business or product skills.\n\nMitigation: Review invocation settings and trigger wording before installation in multi-skill environments.\n\nRisk: Product-planning outputs can influence roadmap or investment decisions even when the underlying market evidence is incomplete.\n\nMitigation: Treat outputs as decision support, validate assumptions with users or customers, and keep remaining risks visible in the final artifact.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n- [Publisher profile](https://clawhub.ai/user/kyro-ma)\n- [Requirement Plan](references/requirement-plan.md)\n- [HarmonyOS developer community](https://segmentfault.com/brand/harmonyos-next)\n- [JavaScript topic](https://segmentfault.com/t/javascript)\n- [TypeScript topic](https://segmentfault.com/t/typescript)\n- [ONES R&D management](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- [Vuelidate question](https://segmentfault.com/q/1010000042816440)\n- [JDK provider question](https://segmentfault.com/q/1010000047230462)\n- [Laravel validator question](https://segmentfault.com/q/1010000018250396)\n- [Build Scorecard human-level test-drive MVP](https://github.com/Fremont-Derby/fremontderby/issues/2259)\n- [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- [How accurate have Ed Zitron's AI skeptic predictions been?](https://news.ycombinator.com/item?id=49535766)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown with optional code blocks, shell commands, checklists, templates, and concise verification notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs are tailored to the user's product-validation context and should state assumptions, limits, and remaining risks when relevant.]\n\n## Skill Version(s):\n\n0.20260910.52416 (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 v0.20260910.52416:SKILL.zh-CN.md\n\n---\nname: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. 把运营问题转化为可复用流程、检查清单、模板或轻量分析。\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n示例触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260910.52416:agents/openai.yaml\n\ninterface:\n  display_name: \"Product Validation Planner\"\n  short_description: \"Helps with Founders and builders need a repeatable way to tur...\"\n  default_prompt: \"Use $product-validation-planner to help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260908.51704: 8 files, 11973 bytes\n\nFiles: agents/openai.yaml (372b), README.md (4654b), README.zh-CN.md (4656b), references/requirement-plan.md (6625b), skill-card.md (4046b), SKILL.md (3139b), SKILL.zh-CN.md (3007b), _meta.json (156b)\n\nFile v0.20260908.51704:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 90/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 2 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260908.51704:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 90/100\n\nEvidence coverage: 12 signals across 2 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- csdn-search: [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search: [网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search: [springboot在线商城系统源码 idea 开发mysql数据库源码和论文 不包含答疑 和调试服务](https://wenku.csdn.net/doc/7sosvvskan?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-5-7sosvvskan-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search: [BackEnd-Project:项目Java潜水员](https://wenku.csdn.net/doc/1h5kb7dz1i?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-6-1h5kb7dz1i-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search: [Java课程设计超市订单管理系统源码+sql数据库.zip](https://wenku.csdn.net/doc/gb6yochoiy?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-7-gb6yochoiy-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 v0.20260908.51704:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"product-validation-planner\",\n  \"version\": \"0.20260908.51704\",\n  \"publishedAt\": 1788844821887\n}\n\nFile v0.20260908.51704:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\n\n## Requirement Score\n\nTotal: 90/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 2 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 2; sources: csdn, 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- Score capped because corroborating evidence does not come from at least three different source families.\n\n## Evidence\n\n- segmentfault-search (2026-09-08T05:18:01.072323+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-08T05:18:01.072323+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-08T05:18:01.072323+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-08T05:18:01.072323+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 (2026-09-08T05:18:01.072873+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-09-08T05:18:01.072873+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-09-08T05:18:01.072873+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- csdn-search (2026-09-08T05:18:00.098896+00:00): [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search (2026-09-08T05:18:00.098896+00:00): [网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search (2026-09-08T05:18:00.098896+00:00): [springboot在线商城系统源码 idea 开发mysql数据库源码和论文 不包含答疑 和调试服务](https://wenku.csdn.net/doc/7sosvvskan?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-5-7sosvvskan-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search (2026-09-08T05:18:00.098896+00:00): [BackEnd-Project:项目Java潜水员](https://wenku.csdn.net/doc/1h5kb7dz1i?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-6-1h5kb7dz1i-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search (2026-09-08T05:18:00.098896+00:00): [Java课程设计超市订单管理系统源码+sql数据库.zip](https://wenku.csdn.net/doc/gb6yochoiy?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-7-gb6yochoiy-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.20260908.51704:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：90/100\n\n证据覆盖：12 条信号，覆盖 2 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- csdn-search：[debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search：[网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search：[springboot在线商城系统源码 idea 开发mysql数据库源码和论文 不包含答疑 和调试服务](https://wenku.csdn.net/doc/7sosvvskan?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-5-7sosvvskan-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search：[BackEnd-Project:项目Java潜水员](https://wenku.csdn.net/doc/1h5kb7dz1i?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-6-1h5kb7dz1i-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- csdn-search：[Java课程设计超市订单管理系统源码+sql数据库.zip](https://wenku.csdn.net/doc/gb6yochoiy?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-7-gb6yochoiy-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 v0.20260908.51704:skill-card.md\n\n## Description:\n\nHelps founders, product managers, makers, and small teams turn rough product ideas into validated plans, prototypes, user-facing positioning, checklists, and decision support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal founders, product managers, makers, and small teams use this skill to test product ideas before investing heavily. It helps convert rough concepts into validation workflows, lightweight analyses, prototypes, positioning, and reusable planning artifacts.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad trigger wording may activate the skill for general product or startup conversations where a narrower skill would be preferable.\n\nMitigation: Confirm the user's intended product-validation outcome and switch context when the request is not about validating an idea, prototype, positioning, or planning artifact.\n\nRisk: Planning outputs can contain incorrect assumptions or misleading validation guidance.\n\nMitigation: Make assumptions explicit, ask for missing information that materially changes the result, and review recommendations before acting on them.\n\n## Reference(s):\n\n- [Product Validation Planner on ClawHub](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n- [Requirement Plan](references/requirement-plan.md)\n- [segmentfault-search: HarmonyOS developer community](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 R&D management](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: Vuelidate validation question](https://segmentfault.com/q/1010000042816440)\n- [segmentfault-search: JDK provider validation question](https://segmentfault.com/q/1010000047230462)\n- [segmentfault-search: Laravel validator question](https://segmentfault.com/q/1010000018250396)\n- [csdn-search: debugging and validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- [csdn-search: Spring Boot shopping system](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\n- [csdn-search: Spring Boot online mall source](https://wenku.csdn.net/doc/7sosvvskan?ops_request_misc=elastic_search_misc&request_id=b038181a18944039936d3fb0c2c26fce&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-5-7sosvvskan-null-null.142^v102^pc_search_result_base2&utm_term=product%20idea%20validation)\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, checklist, template, and configuration blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should include assumptions, visible limits, validation notes, and concrete next steps when useful.]\n\n## Skill Version(s):\n\n0.20260908.51704 (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 v0.20260908.51704:SKILL.zh-CN.md\n\n---\nname: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：90/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 2 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. 把运营问题转化为可复用流程、检查清单、模板或轻量分析。\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n示例触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260908.51704:agents/openai.yaml\n\ninterface:\n  display_name: \"Product Validation Planner\"\n  short_description: \"Helps with Founders and builders need a repeatable way to tur...\"\n  default_prompt: \"Use $product-validation-planner to help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260907.40414: 8 files, 10690 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3236b), README.zh-CN.md (3238b), references/requirement-plan.md (5080b), skill-card.md (2515b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nFile v0.20260907.40414:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260907.40414:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search: [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search: [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search: [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search: [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- github-issues: [Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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\": \"product-validation-planner\",\n  \"version\": \"0.20260907.40414\",\n  \"publishedAt\": 1788754006219\n}\n\nFile v0.20260907.40414:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: github, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n\n## Evidence\n\n- segmentfault-search (2026-09-07T04:05:24.256563+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-07T04:05:24.256563+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-07T04:05:24.257563+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-07T04:05:24.257563+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 (2026-09-07T04:05:24.257563+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-09-07T04:05:24.257563+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-09-07T04:05:24.257563+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search (2026-09-03T18:01:24+00:00): [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search (2026-09-04T17:29:19+00:00): [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search (2026-09-03T04:27:20+00:00): [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search (2026-08-26T15:17:56+00:00): [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- github-issues (2026-09-01T02:14:21+00:00): [Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.20260907.40414:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search：[Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search：[Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search：[Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search：[RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- github-issues：[Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 founders, product managers, makers, and small teams turn rough product ideas into validated plans, prototypes, positioning, and reusable validation workflows.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal founders, product managers, makers, and small teams use this skill to test whether a product idea is worth building before spending heavily. It turns rough product validation needs into practical workflows, checklists, templates, lightweight analysis, implementation support, and review notes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill may activate on broad startup, SaaS, prototype, or validation requests where a narrower skill would be more appropriate.\n\nMitigation: Review the selected skill before relying on its output for specialized planning tasks.\n\nRisk: Business-planning guidance may be mistaken for validated market research.\n\nMitigation: Treat outputs as planning support and verify claims with current customer, market, and competitive evidence before making product or investment decisions.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [Product Validation Planner on ClawHub](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n- [Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\n- [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown or plain text with optional code, shell commands, templates, checklists, and verification notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should state assumptions, limits, required inputs, and remaining risks when relevant.]\n\n## Skill Version(s):\n\n0.20260907.40414 (source: 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 v0.20260907.40414:SKILL.zh-CN.md\n\n---\nname: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. 把运营问题转化为可复用流程、检查清单、模板或轻量分析。\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n示例触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260907.40414:agents/openai.yaml\n\ninterface:\n  display_name: \"Product Validation Planner\"\n  short_description: \"Helps with Founders and builders need a repeatable way to tur...\"\n  default_prompt: \"Use $product-validation-planner to help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260906.40422: 8 files, 11002 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3470b), README.zh-CN.md (3472b), references/requirement-plan.md (5319b), skill-card.md (2264b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nFile v0.20260906.40422:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260906.40422:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search: [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search: [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search: [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search: [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- csdn-search: [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=0a75ebe33a154b88988e8afa223066a4&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticCommercialInsert~search_v2-1-62or4vx1j7-null-null.142^v102^pc_search_result_base3&utm_term=product%20idea%20validation)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260906.40422:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"product-validation-planner\",\n  \"version\": \"0.20260906.40422\",\n  \"publishedAt\": 1788667634638\n}\n\nFile v0.20260906.40422:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: csdn, 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\n## Evidence\n\n- segmentfault-search (2026-09-06T04:05:32.232983+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-06T04:05:32.232983+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-06T04:05:32.232983+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-06T04:05:32.232983+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-09-06T04:05:32.233495+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-09-06T04:05:32.233495+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-09-06T04:05:32.233495+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search (2026-09-03T18:01:24+00:00): [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search (2026-09-04T17:29:19+00:00): [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search (2026-09-03T04:27:20+00:00): [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search (2026-08-26T15:17:56+00:00): [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- csdn-search (2026-09-06T04:05:31.595786+00:00): [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=0a75ebe33a154b88988e8afa223066a4&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticCommercialInsert~search_v2-1-62or4vx1j7-null-null.142^v102^pc_search_result_base3&utm_term=product%20idea%20validation)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.20260906.40422:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search：[Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search：[Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search：[Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search：[RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- csdn-search：[debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=0a75ebe33a154b88988e8afa223066a4&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticCommercialInsert~search_v2-1-62or4vx1j7-null-null.142^v102^pc_search_result_base3&utm_term=product%20idea%20validation)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260906.40422:skill-card.md\n\n## Description:\n\nHelps founders, product managers, makers, and small teams turn rough product ideas into validated plans, prototypes, positioning, workflows, checklists, analyses, or decision support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal founders, product managers, makers, and small teams use this skill to test whether a product idea is worth building before heavy investment. It turns early product uncertainty into repeatable validation workflows, checklists, prototypes, positioning, and review criteria.\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 startup, SaaS, prototype, or validation requests that are outside the user's intended scope.\n\nMitigation: Review and narrow trigger terms when precise routing matters.\n\nRisk: Product-validation artifacts can be mistaken for proof of market demand if assumptions and evidence limits are not kept visible.\n\nMitigation: Keep assumptions, limits, success criteria, and verification notes in the output.\n\n## Reference(s):\n\n- [Requirement Plan](artifact/references/requirement-plan.md)\n- [ClawHub skill page](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n- [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown or plain text, with code blocks when implementation support is requested]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include assumptions, validation notes, checklists, workflows, and next steps.]\n\n## Skill Version(s):\n\n0.20260906.40422 (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 v0.20260906.40422:SKILL.zh-CN.md\n\n---\nname: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. 把运营问题转化为可复用流程、检查清单、模板或轻量分析。\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n示例触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260906.40422:agents/openai.yaml\n\ninterface:\n  display_name: \"Product Validation Planner\"\n  short_description: \"Helps with Founders and builders need a repeatable way to tur...\"\n  default_prompt: \"Use $product-validation-planner to help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260905.61641: 8 files, 10414 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3236b), README.zh-CN.md (3238b), references/requirement-plan.md (5080b), skill-card.md (1945b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nFile v0.20260905.61641:SKILL.md\n\n---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n\nFile v0.20260905.61641:README.md\n\n# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search: [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search: [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search: [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search: [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- github-issues: [Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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\": \"product-validation-planner\",\n  \"version\": \"0.20260905.61641\",\n  \"publishedAt\": 1788589179558\n}\n\nFile v0.20260905.61641:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: github, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n\n## Evidence\n\n- segmentfault-search (2026-09-05T06:17:51.641506+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-05T06:17:51.641506+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-05T06:17:51.641506+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-05T06:17:51.642008+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 (2026-09-05T06:17:51.642008+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-09-05T06:17:51.642008+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-09-05T06:17:51.642008+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search (2026-09-03T18:01:24+00:00): [Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search (2026-09-04T17:29:19+00:00): [Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search (2026-09-03T04:27:20+00:00): [Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search (2026-08-26T15:17:56+00:00): [RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- github-issues (2026-09-01T02:14:21+00:00): [Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: business-and-operations, product idea, validation, prototype, saas, startup\n\nTrigger sentences:\n\n- Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n- Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.\n\nFile v0.20260905.61641:README.zh-CN.md\n\n# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search：[Nobody Has Actually Built a Software Factory](https://news.ycombinator.com/item?id=49554042)\n- hacker-news-search：[Ask HN: Who wants to be hired? (September 2026)](https://news.ycombinator.com/item?id=49567593)\n- hacker-news-search：[Product Backlog Problems: Why Your Hierarchy Is Broken](https://news.ycombinator.com/item?id=49545927)\n- hacker-news-search：[RAG Is Simpler Than You Think](https://news.ycombinator.com/item?id=49450687)\n- github-issues：[Factory proposal: Make the Idea Agent validation-first](https://github.com/khiemnd777/daily-utility/issues/51)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-planner to handle Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\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 founders, product managers, makers, and small teams turn rough product ideas into validated plans, prototypes, positioning, checklists, analyses, or implementation support before they spend heavily.\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 founders, product managers, makers, and small teams use this agent skill to convert early product ideas into validation workflows, prototype plans, positioning, checklists, and decision support. It is suited for product and startup planning tasks where the user needs a concise, actionable artifact and visible assumptions.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad keywords and implicit invocation can make the skill appear for ordinary product or startup questions.\n\nMitigation: Prefer explicit invocation or narrow the triggers when tighter routing is required.\n\n## Reference(s):\n\n- [Product Validation Planner on ClawHub](https://clawhub.ai/kyro-ma/skills/product-validation-planner)\n- [Requirement Plan](references/requirement-plan.md)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown or plain text, with code blocks, shell commands, or configuration snippets when implementation support is requested]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include assumptions, checklists, workflows, analysis, 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: product-validation-planner\ndescription: >-\n  帮助用户处理“Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas，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# Product Validation Planner\n\n## 需求\n\n使用这个技能帮助以下用户群体：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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/require\n\nArchive v0.20260904.60001: 8 files, 10792 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3275b), README.zh-CN.md (3277b), references/requirement-plan.md (5119b), skill-card.md (2590b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nArchive v0.20260831.40551: 8 files, 10556 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3172b), README.zh-CN.md (3174b), references/requirement-plan.md (5016b), skill-card.md (2406b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)\n\nArchive v0.20260830.92238: 8 files, 11080 bytes\n\nFiles: agents/openai.yaml (372b), README.md (3708b), README.zh-CN.md (3710b), references/requirement-plan.md (5564b), skill-card.md (2274b), SKILL.md (3140b), SKILL.zh-CN.md (3008b), _meta.json (156b)","readmeExcerpt":"Skill: Product Validation Planner Owner: kyro-ma Summary: Helps with Founders and builders need a repeatable way to tur... Tags: latest:0.20260911.40430 Version history: v0.0.0-20261009-045810 | 2026-10-09T05:01:57.074Z | auto - Updated documentation in README.md and README.zh-CN.md for improved clarity. - Revised and enhanced references/requirement-plan.md. - Removed outdated skill-card.md file to streamline the pro","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: product-validation-planner\ndescription: >-\n  Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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 business-and-operations, product idea, validation, prototype, saas, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Product Validation Planner\n\n## Requirement\n\nUse this skill to help solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily with:\n\n> Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nExample trigger sentences:\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a practical workflow for Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `Use $product-validation-p"},{"path":"README.md","content":"# Product Validation Planner\n\n## Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\nCategory: `business-and-operations`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search: [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search: [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search: [Why don't more developers “use the platform”?](https://news.ycombinator.com/item?id=49961543)\n- hacker-news-search: [Tesla takes on $30B in credit as it approaches unprofitability](https://news.ycombinator.com/item?id=49909144)\n- hacker-news-search: [Git 3.0's upcoming SHA-256 default will be a costly mistake](https://news.ycombinator.com/item?id=49936426)\n- csdn-search: [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\n- csdn-search: [网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\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: `business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\nTrigger sentences:\n\n- `"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"product-validation-planner\",\n  \"version\": \"0.0.0-20261009-045810\",\n  \"publishedAt\": 1791522117074\n}"},{"path":"references/requirement-plan.md","content":"# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. 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\nsolo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n## Category\n\nbusiness-and-operations\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: csdn, 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\n## Evidence\n\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search (2026-10-09T04:58:57.768667+00:00): [问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search (2026-10-05T07:01:17+00:00): [Why don't more developers “use the platform”?](https://news.ycombinator.com/item?id=49961543)\n- hacker-news-search (2026-09-30T14:02:55+00:00): [Tesla takes on $30B in credit as it approaches unprofitability](https://news.ycombinator.com/item?id=49909144)\n- hacker-news-search (2026-10-02T17:51:08+00:00): [Git 3.0's upcoming SHA-256 default will be a costly mistake](https://news.ycombinator.com/item?id=49936426)\n- csdn-search (2026-10-09T04:58:57.080701+00:00): [debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)"},{"path":"README.zh-CN.md","content":"# Product Validation Planner\n\n## 需求\n\nValidated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：solo founders, product managers, makers, and small teams who need to test whether a product idea is worth building before spending heavily\n\n分类：`业务与运营`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： 属性或方法“$v”未使用 Vuelidate 定义](https://segmentfault.com/q/1010000042816440)\n- segmentfault-search：[问： 从JDK 1.8切换到JDK 21时遇到NoProviderFoundException如何解决？](https://segmentfault.com/q/1010000047230462)\n- segmentfault-search：[问： laravel validator验证不通过返回The given data was invalid，而不是返回定义的提示信息](https://segmentfault.com/q/1010000018250396)\n- hacker-news-search：[Why don't more developers “use the platform”?](https://news.ycombinator.com/item?id=49961543)\n- hacker-news-search：[Tesla takes on $30B in credit as it approaches unprofitability](https://news.ycombinator.com/item?id=49909144)\n- hacker-news-search：[Git 3.0's upcoming SHA-256 default will be a costly mistake](https://news.ycombinator.com/item?id=49936426)\n- csdn-search：[debugging-and- validation](https://wenku.csdn.net/doc/62or4vx1j7?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-2-62or4vx1j7-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\n- csdn-search：[网上购物商城系统 基于Springboot和Mysql的网上购物商城系统代码 ，包括程序，中文注释，配置说明操作步骤](https://wenku.csdn.net/doc/4zykz1ajdn?ops_request_misc=elastic_search_misc&request_id=b07d0c8780f4423ea32a6dd9806d9067&biz_id=&utm_medium=distribute.pc_search_result.none-task-c_download-2~all~ElasticSearch~search_v2-4-4zykz1ajdn-null-null.142^v102^pc_search_result_base1&utm_term=product%20idea%20validation)\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：`business-and-operations`, `product idea`, `validation`, `prototype`, `saas`, `startup`\n\n触发句：\n\n- `Help me Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facin.`\n- `I need a 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