{"id":"73d1e786-a27c-4cc3-9112-db260cc4cdca","entityType":"agent","slug":"clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper","name":"Work Productivity Agent Browser Workflow Helper","canonicalUrl":"https://www.xpersona.co/agent/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper","canonicalPath":"/agent/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper","generatedAt":"2026-10-11T14:14:50.993Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T10:23:51.361Z","emptyReason":null},"description":"Helps with Agent users show strong demand for Agent Browser-s...","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s17aeyv38nyj5fn7jtgzdj2yyx88405d:work-productivity-agent-browser-workflow-helper","sourceUrl":"https://clawhub.ai/kyro-ma/work-productivity-agent-browser-workflow-helper","homepage":"https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/kyro-ma/work-productivity-agent-browser-workflow-helper","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Work Productivity Agent Browser Workflow Helper technical dossier on Xpersona with agent coverage, OPENCLEW support, and live trust metadata."},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T10:23:51.361Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T10:23:51.361Z","emptyReason":null},"stars":null,"forks":null,"downloads":1088,"packageName":null,"latestVersion":"0.0.0-20261009-045810","tractionLabel":"1.1K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T10:23:51.346Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T10:23:51.361Z","lastCrawledAt":"2026-10-11T10:23:51.346Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T10:23:51.346Z","lastVerifiedAt":null,"highlights":[{"version":"0.0.0-20261009-045810","createdAt":"2026-10-09T05:02:17.426Z","changelog":"- Updated documentation in English and Chinese README files for clarity and consistency. - Refined requirement and validation details in SKILL.md. - Removed the skill-card.md file for cleanup and simplification. - No changes to functionality or workflow logic.","fileCount":8,"zipByteSize":10586},{"version":"0.20260911.40430","createdAt":"2026-09-11T04:07:58.180Z","changelog":"- Updated documentation in README.md and README.zh-CN.md for clarity and consistency. - Revised references/requirement-plan.md to align with current workflow and validation details. - Removed outdated skill-card.md file for simplification. - No logic or workflow changes; updates are limited to documentation and cleanup.","fileCount":8,"zipByteSize":11109},{"version":"0.20260905.61641","createdAt":"2026-09-05T06:20:06.164Z","changelog":"- Documentation updates in README.md and README.zh-CN.md for clarity and completeness. - Updated references/requirement-plan.md to reflect current planning and validation details. - Removed obsolete skill-card.md file. - No functional changes to core workflow or expected outputs.","fileCount":8,"zipByteSize":10814},{"version":"0.20260827.40448","createdAt":"2026-08-27T04:07:55.198Z","changelog":"- Updated documentation in README.md and README.zh-CN.md to improve clarity and guidance. - Revised requirement planning details in references/requirement-plan.md. - Removed deprecated skill-card.md for a cleaner project structure.","fileCount":8,"zipByteSize":10746},{"version":"0.20260817.40422","createdAt":"2026-08-17T04:07:45.559Z","changelog":"- Updated evidence and requirement details to reflect 12 online signals across 3 source families (previously 10 signals across 4 families). - Revised skill description and requirement section for clarity and to match updated validation data. - Minor edits to documentation files for consistency. - Removed deprecated skill-card.md documentation file.","fileCount":8,"zipByteSize":10434},{"version":"0.20260816.40342","createdAt":"2026-08-16T04:11:00.131Z","changelog":"- Increased validated demand signals: now 10 signals across 4 source families (was 8 signals across 3 families). - Updated documentation in SKILL.md and references/requirement-plan.md to reflect new evidence. - Revised description fields in relevant files to match the demand and evidence updates. - Removed the outdated skill-card.md file. - Updated multilingual README files to align with the new validation details.","fileCount":8,"zipByteSize":10529},{"version":"0.20260729.111836","createdAt":"2026-07-29T11:26:28.888Z","changelog":"- Evidence count updated from 12 to 8 signals across 3 source families in requirements and description. - skill-card.md file removed. - Documentation files (README.md, README.zh-CN.md, SKILL.md, SKILL.zh-CN.md) updated to reflect the revised evidence count and maintain consistency. - No workflow or process changes introduced; only adjustments to evidence reporting.","fileCount":8,"zipByteSize":9987},{"version":"0.20260729.2331","createdAt":"2026-07-29T00:27:04.476Z","changelog":"- Updated documentation in README.md and README.zh-CN.md for clarity and completeness. - Improved and expanded references/requirement-plan.md with more planning details and supporting evidence. - Removed redundant skill-card.md to streamline project files.","fileCount":8,"zipByteSize":10768}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s17aeyv38nyj5fn7jtgzdj2yyx88405d:work-productivity-agent-browser-workflow-helper","setupComplexity":"low","setupSteps":["Install using `clawhub skill install s17aeyv38nyj5fn7jtgzdj2yyx88405d:work-productivity-agent-browser-workflow-helper` in an isolated environment before connecting it to live workloads.","No published capability contract is available yet, so validate auth and request/response behavior manually.","Review the upstream CLAWHUB listing at https://clawhub.ai/kyro-ma/work-productivity-agent-browser-workflow-helper before using production credentials."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T14:14:50.989Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-kyro-ma-work-productivity-agent-browser-workflow-helper/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T10:23:51.361Z","emptyReason":null},"readme":"Skill: Work Productivity Agent Browser Workflow Helper\n\nOwner: kyro-ma\n\nSummary: Helps with Agent users show strong demand for Agent Browser-s...\n\nTags: latest:0.20260911.40430\n\nVersion history:\n\nv0.0.0-20261009-045810 | 2026-10-09T05:02:17.426Z | auto\n\n- Updated documentation in English and Chinese README files for clarity and consistency.\n- Refined requirement and validation details in SKILL.md.\n- Removed the skill-card.md file for cleanup and simplification.\n- No changes to functionality or workflow logic.\n\nv0.20260911.40430 | 2026-09-11T04:07:58.180Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and consistency.\n- Revised references/requirement-plan.md to align with current workflow and validation details.\n- Removed outdated skill-card.md file for simplification.\n- No logic or workflow changes; updates are limited to documentation and cleanup.\n\nv0.20260905.61641 | 2026-09-05T06:20:06.164Z | auto\n\n- Documentation updates in README.md and README.zh-CN.md for clarity and completeness.\n- Updated references/requirement-plan.md to reflect current planning and validation details.\n- Removed obsolete skill-card.md file.\n- No functional changes to core workflow or expected outputs.\n\nv0.20260827.40448 | 2026-08-27T04:07:55.198Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md to improve clarity and guidance.\n- Revised requirement planning details in references/requirement-plan.md.\n- Removed deprecated skill-card.md for a cleaner project structure.\n\nv0.20260817.40422 | 2026-08-17T04:07:45.559Z | auto\n\n- Updated evidence and requirement details to reflect 12 online signals across 3 source families (previously 10 signals across 4 families).\n- Revised skill description and requirement section for clarity and to match updated validation data.\n- Minor edits to documentation files for consistency.\n- Removed deprecated skill-card.md documentation file.\n\nv0.20260816.40342 | 2026-08-16T04:11:00.131Z | auto\n\n- Increased validated demand signals: now 10 signals across 4 source families (was 8 signals across 3 families).\n- Updated documentation in SKILL.md and references/requirement-plan.md to reflect new evidence.\n- Revised description fields in relevant files to match the demand and evidence updates.\n- Removed the outdated skill-card.md file.\n- Updated multilingual README files to align with the new validation details.\n\nv0.20260729.111836 | 2026-07-29T11:26:28.888Z | auto\n\n- Evidence count updated from 12 to 8 signals across 3 source families in requirements and description.\n- skill-card.md file removed.\n- Documentation files (README.md, README.zh-CN.md, SKILL.md, SKILL.zh-CN.md) updated to reflect the revised evidence count and maintain consistency.\n- No workflow or process changes introduced; only adjustments to evidence reporting.\n\nv0.20260729.2331 | 2026-07-29T00:27:04.476Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and completeness.\n- Improved and expanded references/requirement-plan.md with more planning details and supporting evidence.\n- Removed redundant skill-card.md to streamline project files.\n\nv0.20260728.90410 | 2026-07-28T09:07:01.013Z | auto\n\n- Updated documentation in README.md and README.zh-CN.md for clarity and alignment.\n- Revised references/requirement-plan.md to improve planning details and review criteria.\n- Removed skill-card.md to streamline the project structure.\n- No changes to the core workflow or functionality.\n\nv0.20260728.40429 | 2026-07-28T04:09:01.800Z | auto\n\n- Initial release focused on Agent Browser-style workflow support for Clawhub users.\n- Provides practical help with bug fixes, workflow hardening, reliability improvements, and adjacent workflow skill creation.\n- Uses a structured process for requirement clarification, concise planning, local-friendly implementation, and validation.\n- Delivers tailored outputs, reusable checklists, and verification notes for work-productivity, automation, and browser-based agent tasks.\n\nArchive index:\n\nArchive v0.0.0-20261009-045810: 8 files, 10586 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3444b), README.zh-CN.md (3452b), references/requirement-plan.md (5452b), skill-card.md (1652b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (182b)\n\nFile v0.0.0-20261009-045810:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.0.0-20261009-045810:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 196,291 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 200,265 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 199,714 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 157,443 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 111,013 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 122,354 downloads](https://clawhub.ai/skills/nano-pdf)\n- github-issues: [Recover overlooked competitors and make repo-link intake durable](https://github.com/nocturney/velvetos-core/issues/595)\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： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.0.0-20261009-045810:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.0.0-20261009-045810\",\n  \"publishedAt\": 1791522137426\n}\n\nFile v0.0.0-20261009-045810:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-09-16T21:35:54.485000+00:00): [Popular Clawhub skill demand: Gog has 196,291 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 200,265 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 199,714 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 157,443 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 111,013 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 122,354 downloads](https://clawhub.ai/skills/nano-pdf)\n- github-issues (2026-10-08T04:14:49+00:00): [Recover overlooked competitors and make repo-link intake durable](https://github.com/nocturney/velvetos-core/issues/595)\n- segmentfault-search (2026-10-09T04:59:26.588185+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-10-09T04:59:26.588687+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-10-09T04:59:26.588687+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-10-09T04:59:26.588687+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-10-09T04:59:26.588687+00:00): [问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.0.0-20261009-045810:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 196,291 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 200,265 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 199,714 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 157,443 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 111,013 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 122,354 downloads](https://clawhub.ai/skills/nano-pdf)\n- github-issues：[Recover overlooked competitors and make repo-link intake durable](https://github.com/nocturney/velvetos-core/issues/595)\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： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.0.0-20261009-045810:skill-card.md\n\n## Description:\n\nHelps agent users and skill maintainers plan, improve, and validate practical Agent Browser-style workflows and related skills.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAgent users, skill authors, maintainers, and teams use this skill to turn browser-automation needs into actionable plans, checklists, code changes, or decision aids, then check results against their requirements.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad browser and automation triggers may activate this helper for unrelated requests.\n\nMitigation: Invoke it explicitly for Agent Browser workflow help or narrow its activation triggers before installation.\n\n## Reference(s):\n\n- [Requirement plan](artifact/references/requirement-plan.md)\n- [Agent Browser skill referenced by the requirement plan](https://clawhub.ai/skills/agent-browser-clawdbot)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Guidance]\n\n**Output Format:** [Markdown, with checklists or code when requested]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Tailored deliverable with assumptions, validation notes, and next steps when relevant.]\n\n## Skill Version(s):\n\n0.0.0-20261009-045810 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.0.0-20261009-045810:SKILL.zh-CN.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.0.0-20261009-045810:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Agent Browser Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Agent Browser-s...\"\n  default_prompt: \"Use $work-productivity-agent-browser-workflow-helper to help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260911.40430: 8 files, 11109 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3457b), README.zh-CN.md (3465b), references/requirement-plan.md (5470b), skill-card.md (2925b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)\n\nFile v0.20260911.40430:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260911.40430:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 193,250 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 198,024 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 198,347 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 155,856 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 109,492 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 121,388 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn: [Ask HN: Those running agents 24/7, what's your workflow and what are they doing?](https://news.ycombinator.com/item?id=49653369)\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： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.20260911.40430\",\n  \"publishedAt\": 1789099678180\n}\n\nFile v0.20260911.40430:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Gog has 193,250 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 198,024 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 198,347 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 155,856 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 109,492 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 121,388 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn (2026-09-11T03:56:01+00:00): [Ask HN: Those running agents 24/7, what's your workflow and what are they doing?](https://news.ycombinator.com/item?id=49653369)\n- segmentfault-search (2026-09-11T04:06:26.334116+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-11T04:06:26.334116+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-11T04:06:26.334116+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-11T04:06:26.334116+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 (2026-09-11T04:06:26.334617+00:00): [问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.20260911.40430:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 193,250 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 198,024 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 198,347 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 155,856 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 109,492 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 121,388 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn：[Ask HN: Those running agents 24/7, what's your workflow and what are they doing?](https://news.ycombinator.com/item?id=49653369)\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： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 agent users, skill authors, maintainers, and teams plan, debug, harden, and adapt Agent Browser-style workflows with practical artifacts, checklists, analysis, code changes, and verification notes.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal agent users, skill authors, maintainers, and teams use this skill to turn Agent Browser-style workflow needs into concrete plans, templates, checklists, code changes, or decision support. It is intended for browser, headless automation, CLI, reliability, setup hardening, and adjacent workflow tasks where assumptions and validation steps should be explicit.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad trigger wording and implicit invocation can make the skill appear in unrelated browser, automation, CLI, or bug-fix conversations.\n\nMitigation: Confirm the task fits the Agent Browser-style workflow scope before using the skill, and narrow trigger text or invocation policy during maintenance.\n\nRisk: Workflow, code, shell command, or configuration guidance may be incomplete or unsuitable for a user's environment.\n\nMitigation: Review generated artifacts before execution, check assumptions against the target environment, and validate results against the stated success criteria.\n\nRisk: The Chinese localization may be less precise than the English source material.\n\nMitigation: Review localized wording before publication or use when Chinese-language instructions are important to the deployment.\n\n## Reference(s):\n\n- [Requirement Plan](artifact/references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper)\n- [Agent Browser Demand Signal](https://clawhub.ai/skills/agent-browser-clawdbot)\n- [Ask HN Agent Workflow Discussion](https://news.ycombinator.com/item?id=49653369)\n- [JavaScript Demand Signal](https://segmentfault.com/t/javascript)\n- [TypeScript Demand Signal](https://segmentfault.com/t/typescript)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration instructions, Guidance]\n\n**Output Format:** [Markdown with optional inline code blocks, shell commands, configuration snippets, checklists, and verification notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs are tailored to the user's stated outcome and should include assumptions, limits, and validation steps when helpful.]\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: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260911.40430:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Agent Browser Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Agent Browser-s...\"\n  default_prompt: \"Use $work-productivity-agent-browser-workflow-helper to help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260905.61641: 8 files, 10814 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3456b), README.zh-CN.md (3464b), references/requirement-plan.md (5469b), skill-card.md (2154b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)\n\nFile v0.20260905.61641:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260905.61641:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 192,676 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 197,910 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 197,492 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 155,313 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 109,053 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 121,128 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn: [Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260905.61641:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.20260905.61641\",\n  \"publishedAt\": 1788589206164\n}\n\nFile v0.20260905.61641:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Gog has 192,676 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 197,910 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 197,492 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 155,313 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 109,053 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 121,128 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn (2026-09-04T15:09:47+00:00): [Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- segmentfault-search (2026-09-05T06:18:28.365317+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-09-05T06:18:28.365317+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-09-05T06:18:28.365317+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-09-05T06:18:28.365317+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-09-05T06:18:28.365840+00:00): [问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.20260905.61641:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 192,676 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 197,910 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 197,492 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 155,313 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 109,053 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 121,128 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn：[Tell HN: Check your Claude settings, it may have silently enabled remote access](https://news.ycombinator.com/item?id=49565799)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260905.61641:skill-card.md\n\n## Description:\n\nHelps agent users and maintainers design, debug, harden, and validate Agent Browser-style workflows with local-friendly plans, checklists, artifacts, and implementation support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAI-agent users, skill authors, maintainers, and teams use this skill to turn Agent Browser-style workflow needs into concrete plans, checklists, analyses, code changes, or implementation support. It is intended for browser automation reliability, setup hardening, debugging, and adjacent skill workflow design.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad activation keywords and implicit invocation may cause the skill to be selected for generic browser, automation, CLI, accessibility, or bug-fix requests.\n\nMitigation: Narrow activation criteria to Agent Browser-style workflow hardening, debugging, reliability, or adjacent skill-creation tasks before relying on implicit invocation.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper)\n- [Agent Browser Demand Signal](https://clawhub.ai/skills/agent-browser-clawdbot)\n- [Tell HN Remote Access Discussion](https://news.ycombinator.com/item?id=49565799)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown with optional code blocks, shell commands, checklists, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should include assumptions, limits, validation notes, and next steps when useful.]\n\n## Skill Version(s):\n\n0.20260905.61641 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260905.61641:SKILL.zh-CN.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260905.61641:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Agent Browser Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Agent Browser-s...\"\n  default_prompt: \"Use $work-productivity-agent-browser-workflow-helper to help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260827.40448: 8 files, 10746 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3432b), README.zh-CN.md (3440b), references/requirement-plan.md (5445b), skill-card.md (2160b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)\n\nFile v0.20260827.40448:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260827.40448:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 191,959 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 197,185 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 196,644 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 154,333 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 108,373 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 120,678 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn: [Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\n- segmentfault-search: [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search: [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search: [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search: [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search: [问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\n## Files\n\n- `SKILL.md`: English skill instructions.\n- `SKILL.zh-CN.md`: Chinese skill instructions.\n- `README.md`: English user-facing guide.\n- `README.zh-CN.md`: Chinese user-facing guide.\n\nFile v0.20260827.40448:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.20260827.40448\",\n  \"publishedAt\": 1787803675198\n}\n\nFile v0.20260827.40448:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Gog has 191,959 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 197,185 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 196,644 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 154,333 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 108,373 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 120,678 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn (2026-08-26T08:41:58+00:00): [Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\n- segmentfault-search (2026-08-27T04:06:25.210968+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-08-27T04:06:25.210968+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-08-27T04:06:25.210968+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-08-27T04:06:25.210968+00:00): [ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search (2026-08-27T04:06:25.211530+00:00): [问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.20260827.40448:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 191,959 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 197,185 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 196,644 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 154,333 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 108,373 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 120,678 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn：[Open source in-browser log sanitizer, feedback required](https://news.ycombinator.com/item?id=49445741)\n- segmentfault-search：[HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search：[javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search：[typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search：[ONES 研发管理](https://ones.cn/?utm_term=ONES%C2%A0%E7%A0%94%E5%8F%91%E7%AE%A1%E7%90%86&utm_campaign=%E9%A6%96%E9%A1%B5%E6%A0%87%E7%AD%BE&_channel_track_key=myqX1C0f&utm_source=%E6%80%9D%E5%90%A6%E8%BD%AC%20ONES)\n- segmentfault-search：[问： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\n## 文件\n\n- `SKILL.md`：英文版技能说明。\n- `SKILL.zh-CN.md`：中文版技能说明。\n- `README.md`：英文版用户说明。\n- `README.zh-CN.md`：中文版用户说明。\n\nFile v0.20260827.40448:skill-card.md\n\n## Description:\n\nHelps agent users, skill authors, maintainers, and teams plan, harden, troubleshoot, and create adjacent Agent Browser-style workflows for ClawHub.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal agent users, skill authors, maintainers, and teams use this skill to turn Agent Browser-style workflow needs into practical plans, checklists, automation outlines, code changes, configuration guidance, and verification notes.\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 browser or automation prompts.\n\nMitigation: Confirm the task matches Agent Browser-style workflow planning or reliability work before relying on the response.\n\nRisk: The skill may suggest code, setup, or workflow changes that affect browser automation reliability or safety.\n\nMitigation: Review and test suggested changes before applying them to important workflows.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper)\n- [Requirement Plan](artifact/references/requirement-plan.md)\n- [Agent Browser demand signal](https://clawhub.ai/skills/agent-browser-clawdbot)\n- [In-browser log sanitizer discussion](https://news.ycombinator.com/item?id=49445741)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown or structured text with optional code blocks and shell command blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include workflow plans, checklists, implementation notes, assumptions, verification notes, and follow-up risks.]\n\n## Skill Version(s):\n\n0.20260827.40448 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260827.40448:SKILL.zh-CN.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260827.40448:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Agent Browser Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Agent Browser-s...\"\n  default_prompt: \"Use $work-productivity-agent-browser-workflow-helper to help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260817.40422: 8 files, 10434 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3336b), README.zh-CN.md (3344b), references/requirement-plan.md (5342b), skill-card.md (2132b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)\n\nFile v0.20260817.40422:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260817.40422:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 191,205 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 196,347 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 195,757 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 153,287 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 107,585 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 120,047 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn: [Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- hacker-news-ask-hn: [32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\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\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 v0.20260817.40422:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.20260817.40422\",\n  \"publishedAt\": 1786939665559\n}\n\nFile v0.20260817.40422:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, hacker-news, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Gog has 191,205 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 196,347 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 195,757 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 153,287 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 107,585 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 120,047 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn (2026-08-16T02:37:19+00:00): [Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- hacker-news-ask-hn (2026-08-15T07:27:58+00:00): [32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\n- segmentfault-search (2026-08-17T04:06:08.400700+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-08-17T04:06:08.400700+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-08-17T04:06:08.400700+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-08-17T04:06:08.400700+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\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.20260817.40422:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 191,205 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 196,347 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 195,757 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 153,287 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 107,585 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 120,047 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn：[Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- hacker-news-ask-hn：[32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\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\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 v0.20260817.40422:skill-card.md\n\n## Description:\n\nHelps AI-agent users, skill authors, maintainers, and teams create practical browser automation workflows, bug-fix plans, safety checklists, implementation support, and validation notes.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal developers, AI-agent users, skill authors, maintainers, and teams use this skill to turn browser-workflow and automation needs into concrete plans, artifacts, checklists, code changes, or decision support. It is suited for fixing bugs, hardening setup and safety, improving reliability, and creating adjacent skills inspired by Agent Browser-style workflows.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill may be auto-selected for broad browser, automation, CLI, or bug-fix requests, including sensitive authenticated or private-data workflows.\n\nMitigation: Narrow or disable implicit invocation before use, and review proposed browser or CLI actions before applying them in sensitive accounts, financial workflows, or private-data contexts.\n\n## Reference(s):\n\n- [Requirement Plan](references/requirement-plan.md)\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper)\n- [Agent Browser demand signal](https://clawhub.ai/skills/agent-browser-clawdbot)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with optional code, shell commands, checklists, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include assumptions, validation notes, remaining risks, and next steps.]\n\n## Skill Version(s):\n\n0.20260817.40422 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nFile v0.20260817.40422:SKILL.zh-CN.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：12 条信号，覆盖 3 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260817.40422:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Agent Browser Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Agent Browser-s...\"\n  default_prompt: \"Use $work-productivity-agent-browser-workflow-helper to help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260816.40342: 8 files, 10529 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3132b), README.zh-CN.md (3138b), references/requirement-plan.md (5054b), skill-card.md (2861b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)\n\nFile v0.20260816.40342:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 10 signals across 4 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260816.40342:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 10 signals across 4 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 191,128 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 196,262 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 195,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 153,162 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 107,519 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 120,000 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn: [Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- hacker-news-ask-hn: [32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\n- v2ex-latest: [[分享] 做了个开源终端 TUI 工具： dsh-tui (DeepSeek Harness)](https://www.v2ex.com/t/1234696)\n- github-issues: [[Good First Issue] 🎌 Add new Anime Quote 102 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/28390)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 v0.20260816.40342:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.20260816.40342\",\n  \"publishedAt\": 1786853460131\n}\n\nFile v0.20260816.40342:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 10 signals across 4 source families.\n\nScoring rationale:\n\n- Evidence count: 10; required minimum: 3.\n- Distinct source families: 4; sources: clawhub, github, hacker-news, v2ex.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Gog has 191,128 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 196,262 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 195,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 153,162 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 107,519 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 120,000 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn (2026-08-16T02:37:19+00:00): [Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- hacker-news-ask-hn (2026-08-15T07:27:58+00:00): [32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\n- v2ex-latest (2026-08-15T17:27:16+00:00): [[分享] 做了个开源终端 TUI 工具： dsh-tui (DeepSeek Harness)](https://www.v2ex.com/t/1234696)\n- github-issues (2026-08-16T04:01:03+00:00): [[Good First Issue] 🎌 Add new Anime Quote 102 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/28390)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.20260816.40342:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：10 条信号，覆盖 4 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 191,128 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 196,262 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 195,670 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 153,162 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 107,519 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 120,000 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn：[Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- hacker-news-ask-hn：[32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\n- v2ex-latest：[[分享] 做了个开源终端 TUI 工具： dsh-tui (DeepSeek Harness)](https://www.v2ex.com/t/1234696)\n- github-issues：[[Good First Issue] 🎌 Add new Anime Quote 102 - Beginner-Friendly Open-source Contribution](https://github.com/lingdojo/kana-dojo/issues/28390)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 v0.20260816.40342:skill-card.md\n\n## Description:\n\nHelps agent users and skill authors turn Agent Browser-style workflow needs into practical bug-fix, setup-hardening, reliability, and adjacent-skill guidance.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[kyro-ma](https://clawhub.ai/user/kyro-ma)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers, maintainers, skill authors, and agent users use this skill to clarify browser or headless automation workflow requests and produce actionable plans, checklists, analysis, code changes, or implementation guidance.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Broad browser, automation, and bug-fix trigger terms may cause the skill to be selected for unrelated requests.\n\nMitigation: Narrow trigger phrases or confirm the request matches Agent Browser-style workflow help before applying the workflow.\n\nRisk: Generated workflow, code, shell command, or configuration guidance may be incomplete for a user's local environment.\n\nMitigation: Validate outputs against the stated success criteria and review generated code, commands, and configuration before use.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper)\n- [Requirement Plan](references/requirement-plan.md)\n- [Popular ClawHub skill demand: Gog](https://clawhub.ai/skills/gog)\n- [Popular ClawHub skill demand: ontology](https://clawhub.ai/skills/ontology)\n- [Popular ClawHub skill demand: Github](https://clawhub.ai/skills/github)\n- [Popular ClawHub skill demand: Agent Browser](https://clawhub.ai/skills/agent-browser-clawdbot)\n- [Popular ClawHub skill demand: Obsidian](https://clawhub.ai/skills/obsidian)\n- [Popular ClawHub skill demand: Nano Pdf](https://clawhub.ai/skills/nano-pdf)\n- [Ask HN: How would you market this service?](https://news.ycombinator.com/item?id=49316403)\n- [32GB+ Simulator Issac SIM your Browser](https://news.ycombinator.com/item?id=49308530)\n- [dsh-tui V2EX discussion](https://www.v2ex.com/t/1234696)\n- [Good First Issue: Add new Anime Quote 102](https://github.com/lingdojo/kana-dojo/issues/28390)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with optional code, shell command, and configuration snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs should state material assumptions, validation notes, and remaining risks when relevant.]\n\n## Skill Version(s):\n\n0.20260816.40342 (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 v0.20260816.40342:SKILL.zh-CN.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 10 separate online signals across 4 source families, so it represents broader demand rather than a single isolated request.\n\n需求评分：100/100（需求强度 `70/70`，本地可执行性 `30/30`）。\n证据：10 条信号，覆盖 4 个来源类型。\n\n如需查看来源证据、执行计划或评审标准，请阅读 `references/requirement-plan.md`。\n\n## 工作流程\n\n1. 重新说明用户想要的结果、限制、已有输入和成功标准。\n2. 创建简洁的工作计划、模板、自动化思路或决策辅助，减少手动协调。\n3. 只有当缺失信息会明显改变输出时才提问；否则先做合理假设并继续推进。\n4. 保持本地硬件友好：优先使用脚本、模板、检查清单、小模型或 CPU 可承受的流程，避免依赖云端专用资源或大规模训练。\n5. 产出用户需要的文档、流程、清单、分析、代码修改或决策支持。\n6. 对照成功标准检查结果，并列出剩余风险或后续事项。\n\n## 预期输出\n\n- 针对用户当前情境的定制回答或产物。\n- 当任务可复用时，提供检查清单或工作流程。\n- 说明结果如何被检查的验证备注。\n\n## 验证\n\n- 输出直接回应发现的原始需求。\n- 用户不需要阅读原始来源帖子也能采取行动。\n- 假设、限制和所需输入清晰可见。\n- 在有帮助时，最终回复包含简短的使用说明或下一步建议。\n\n## 触发方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n示例触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260816.40342:agents/openai.yaml\n\ninterface:\n  display_name: \"Work Productivity Agent Browser Workflow Helper\"\n  short_description: \"Helps with Agent users show strong demand for Agent Browser-s...\"\n  default_prompt: \"Use $work-productivity-agent-browser-workflow-helper to help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\"\n\npolicy:\n  allow_implicit_invocation: true\n\nArchive v0.20260729.111836: 8 files, 9987 bytes\n\nFiles: agents/openai.yaml (414b), README.md (2901b), README.zh-CN.md (2905b), references/requirement-plan.md (4760b), skill-card.md (2847b), SKILL.md (3440b), SKILL.zh-CN.md (3314b), _meta.json (178b)\n\nFile v0.20260729.111836:SKILL.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 8 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 8 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: 8 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n\nFile v0.20260729.111836:README.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 8 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 8 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 189,860 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 194,906 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 194,283 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 150,882 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 106,364 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 117,976 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn: [So what is your programming setup? Hype is making fundamentals confusing](https://news.ycombinator.com/item?id=49069300)\n- github-issues: [Stage message attachments inside the workspace instead of %TEMP%](https://github.com/nimbalyst/nimbalyst/issues/1086)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 v0.20260729.111836:_meta.json\n\n{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.20260729.111836\",\n  \"publishedAt\": 1785324388888\n}\n\nFile v0.20260729.111836:references/requirement-plan.md\n\n# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 8 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 8 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 8; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, hacker-news.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Gog has 189,860 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 194,906 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 194,283 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 150,882 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 106,364 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 117,976 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn (2026-07-27T13:17:34+00:00): [So what is your programming setup? Hype is making fundamentals confusing](https://news.ycombinator.com/item?id=49069300)\n- github-issues (2026-07-29T11:18:19+00:00): [Stage message attachments inside the workspace instead of %TEMP%](https://github.com/nimbalyst/nimbalyst/issues/1086)\n\n## How The Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Executable Implementation Plan\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Review Criteria\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Usage Signals\n\nKeywords: work-productivity, agent-browser, browser, headless, automation, cli, optimized, accessibility, tree, bug fix\n\nTrigger sentences:\n\n- Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n- Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.\n\nFile v0.20260729.111836:README.zh-CN.md\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 8 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：8 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 189,860 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 194,906 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 194,283 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 150,882 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 106,364 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 117,976 downloads](https://clawhub.ai/skills/nano-pdf)\n- hacker-news-ask-hn：[So what is your programming setup? Hype is making fundamentals confusing](https://news.ycombinator.com/item?id=49069300)\n- github-issues：[Stage message attachments inside the workspace instead of %TEMP%](https://github.com/nimbalyst/nimbalyst/issues/1086)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\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 v0.20260729.111836:skill-card.md\n\n## Description: <br>\nHelps agent users and skill authors build, debug, harden, and validate browser automation workflows and adjacent productivity skills. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[kyro-ma](https://clawhub.ai/user/kyro-ma) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nAI-agent users, skill authors, maintainers, and teams use this skill to turn Agent Browser-style workflow demand into practical plans, checklists, implementation support, and reliability reviews. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Broad trigger terms such as browser, automation, CLI, or bug fix may cause irrelevant activation. <br>\nMitigation: Use specific invocation wording when possible and review whether the skill is appropriate before relying on its output. <br>\nRisk: Generated plans, commands, code, or configuration suggestions may be incomplete or unsuitable for a user's environment. <br>\nMitigation: Review suggested changes, scan artifacts before deployment, and validate outputs against the stated success criteria. <br>\n\n\n## Reference(s): <br>\n- [Requirement Plan](references/requirement-plan.md) <br>\n- [ClawHub Skill Page](https://clawhub.ai/kyro-ma/skills/work-productivity-agent-browser-workflow-helper) <br>\n- [Popular ClawHub skill demand: Gog](https://clawhub.ai/skills/gog) <br>\n- [Popular ClawHub skill demand: ontology](https://clawhub.ai/skills/ontology) <br>\n- [Popular ClawHub skill demand: Github](https://clawhub.ai/skills/github) <br>\n- [Popular ClawHub skill demand: Agent Browser](https://clawhub.ai/skills/agent-browser-clawdbot) <br>\n- [Popular ClawHub skill demand: Obsidian](https://clawhub.ai/skills/obsidian) <br>\n- [Popular ClawHub skill demand: Nano Pdf](https://clawhub.ai/skills/nano-pdf) <br>\n- [Ask HN: So what is your programming setup?](https://news.ycombinator.com/item?id=49069300) <br>\n- [GitHub issue: Stage message attachments inside the workspace instead of %TEMP%](https://github.com/nimbalyst/nimbalyst/issues/1086) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance] <br>\n**Output Format:** [Markdown with optional code blocks, shell commands, checklists, and configuration snippets] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [May include assumptions, validation notes, remaining risks, and follow-up steps.] <br>\n\n## Skill Version(s): <br>\n0.20260729.111836 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nFile v0.20260729.111836:SKILL.zh-CN.md\n\n---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  帮助用户处理“Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 8 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.”。当用户提出 work-productivity, agent-browser, browser, headless, automation，或需要围绕该需求获得实用流程、产物、检查清单、分析或实现支持时使用。\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\n使用这个技能帮助以下用户群体：AI-\n\nArchive v0.20260729.2331: 8 files, 10768 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3449b), README.zh-CN.md (3457b), references/requirement-plan.md (5462b), skill-card.md (2115b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (176b)\n\nArchive v0.20260728.90410: 8 files, 10712 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3449b), README.zh-CN.md (3457b), references/requirement-plan.md (5462b), skill-card.md (1969b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)\n\nArchive v0.20260728.40429: 8 files, 10810 bytes\n\nFiles: agents/openai.yaml (414b), README.md (3449b), README.zh-CN.md (3457b), references/requirement-plan.md (5462b), skill-card.md (2293b), SKILL.md (3443b), SKILL.zh-CN.md (3317b), _meta.json (177b)","readmeExcerpt":"Skill: Work Productivity Agent Browser Workflow Helper Owner: kyro-ma Summary: Helps with Agent users show strong demand for Agent Browser-s... Tags: latest:0.20260911.40430 Version history: v0.0.0-20261009-045810 | 2026-10-09T05:02:17.426Z | auto - Updated documentation in English and Chinese README files for clarity and consistency. - Refined requirement and validation details in SKILL.md. - Removed the skill-card.","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: work-productivity-agent-browser-workflow-helper\ndescription: >-\n  Help users with Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, agent-browser, browser, headless, automation, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement.\n---\n\n# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nUse this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with:\n\n> Validated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nDemand score: 100/100 (`70/70` demand, `30/30` local feasibility).\nEvidence: 12 signals across 3 source families.\n\nRead `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed.\n\n## Workflow\n\n1. Restate the user's outcome, constraints, available inputs, and success criteria.\n2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination.\n3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.\n4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.\n5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.\n6. Validate the output against the success criteria and list any remaining risks or follow-up work.\n\n## Expected Outputs\n\n- A tailored answer or artifact for the user's immediate situation.\n- A reusable checklist or workflow when the task is repeatable.\n- A verification note showing how the result was checked.\n\n## Validation\n\n- The output directly addresses the discovered requirement.\n- The user can act on the result without reading the original source post.\n- Assumptions, limits, and required inputs are visible.\n- The final response includes a short usage or next-step note when helpful.\n\n## Triggers\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nExample trigger sentences:\n\n- `Help me Agent users show strong dem"},{"path":"README.md","content":"# Work Productivity Agent Browser Workflow Helper\n\n## Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\nAudience: AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\nCategory: `work-productivity`\n\nDemand score: 100/100\n\nEvidence coverage: 12 signals across 3 source families.\n\n## Evidence\n\n- clawhub-popular-skill: [Popular Clawhub skill demand: Gog has 196,291 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Github has 200,265 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill: [Popular Clawhub skill demand: ontology has 199,714 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Agent Browser has 157,443 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Obsidian has 111,013 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill: [Popular Clawhub skill demand: Nano Pdf has 122,354 downloads](https://clawhub.ai/skills/nano-pdf)\n- github-issues: [Recover overlooked competitors and make repo-link intake durable](https://github.com/nocturney/velvetos-core/issues/595)\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： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## How This Skill Meets The Requirement\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## Usage\n\nKeywords: `work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\nTrigger sentences:\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agen"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7be2ewez5ks45t5nmdez8j51839xpk\",\n  \"slug\": \"work-productivity-agent-browser-workflow-helper\",\n  \"version\": \"0.0.0-20261009-045810\",\n  \"publishedAt\": 1791522137426\n}"},{"path":"references/requirement-plan.md","content":"# Requirement Plan\n\n## Live Requirement\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n## Audience\n\nAI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n## Category\n\nwork-productivity\n\n## Requirement Score\n\nTotal: 100/100\n\nDemand: 70/70\n\nLocal feasibility: 30/30\n\nEvidence coverage: 12 signals across 3 source families.\n\nScoring rationale:\n\n- Evidence count: 12; required minimum: 3.\n- Distinct source families: 3; sources: clawhub, github, segmentfault.\n- Demand score: 70/70 based on corroboration, source diversity, and professional/community signal.\n- Local feasibility score: 30/30.\n- Implementation is a documentation, workflow, code, or analysis skill that can run on ordinary CPU hardware.\n- Clawhub-derived idea: popularity is only a seed signal; this idea is scored by the same 100-point requirement scorer and must meet the implementation threshold.\n\n## Evidence\n\n- clawhub-popular-skill (2026-09-16T21:35:54.485000+00:00): [Popular Clawhub skill demand: Gog has 196,291 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill (2026-06-12T12:48:37.834000+00:00): [Popular Clawhub skill demand: Github has 200,265 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill (2026-05-11T07:50:52.489000+00:00): [Popular Clawhub skill demand: ontology has 199,714 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill (2026-05-11T07:50:48.771000+00:00): [Popular Clawhub skill demand: Agent Browser has 157,443 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill (2026-05-18T20:48:40.034000+00:00): [Popular Clawhub skill demand: Obsidian has 111,013 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill (2026-05-11T07:48:49.679000+00:00): [Popular Clawhub skill demand: Nano Pdf has 122,354 downloads](https://clawhub.ai/skills/nano-pdf)\n- github-issues (2026-10-08T04:14:49+00:00): [Recover overlooked competitors and make repo-link intake durable](https://github.com/nocturney/velvetos-core/issues/595)\n- segmentfault-search (2026-10-09T04:59:26.588185+00:00): [HarmonyOS 开发者社区](https://segmentfault.com/brand/harmonyos-next)\n- segmentfault-search (2026-10-09T04:59:26.588687+00:00): [javascript](https://segmentfault.com/t/javascript)\n- segmentfault-search (2026-10-09T04:59:26.588687+00:00): [typescript](https://segmentfault.com/t/typescript)\n- segmentfault-search (2026-10-09T04:59:26.588687+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_tra"},{"path":"README.zh-CN.md","content":"# Work Productivity Agent Browser Workflow Helper\n\n## 需求\n\nValidated demand: Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.\n\n目标用户：AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows\n\n分类：`工作与效率`\n\n需求评分：100/100\n\n证据覆盖：12 条信号，覆盖 3 个来源类型。\n\n## 来源证据\n\n- clawhub-popular-skill：[Popular Clawhub skill demand: Gog has 196,291 downloads](https://clawhub.ai/skills/gog)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Github has 200,265 downloads](https://clawhub.ai/skills/github)\n- clawhub-popular-skill：[Popular Clawhub skill demand: ontology has 199,714 downloads](https://clawhub.ai/skills/ontology)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Agent Browser has 157,443 downloads](https://clawhub.ai/skills/agent-browser-clawdbot)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Obsidian has 111,013 downloads](https://clawhub.ai/skills/obsidian)\n- clawhub-popular-skill：[Popular Clawhub skill demand: Nano Pdf has 122,354 downloads](https://clawhub.ai/skills/nano-pdf)\n- github-issues：[Recover overlooked competitors and make repo-link intake durable](https://github.com/nocturney/velvetos-core/issues/595)\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： nodejs我想在闭包中动态执行调试代码，上下文是在闭包中，而不是上下文中，如何实现?](https://segmentfault.com/q/1010000044188194)\n\n## 这个技能如何满足需求\n\nTransforms the live request into a repeatable workflow that clarifies the user's context, produces a concrete deliverable, checks the result against the original need, and keeps execution feasible on ordinary CPU or family GPU hardware.\n\n## 使用方式\n\n关键词：`work-productivity`, `agent-browser`, `browser`, `headless`, `automation`, `cli`, `optimized`, `accessibility`, `tree`, `bug fix`\n\n触发句：\n\n- `Help me Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `I need a practical workflow for Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help fixing bugs, harde.`\n- `Use $work-productivity-agent-browser-workflow-helper to handle Agent users show strong demand for Agent Browser-style workflows on Clawhub. They need practical help"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":null,"editorialQuality":{"score":100,"threshold":65,"status":"thin","wordCount":2095,"uniquenessScore":31,"reasons":["uniqueness-below-45"]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T10:23:51.361Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T10:23:51.361Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T14:14:50.993Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}