[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6KB82SN3ZWVRNWVBS19G0KA":3,"skill-same:01M6KB82SN3ZWVRNWVBS19G0KA":55},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":27,"linkOnly":28,"markdownContent":29,"markdownBody":30,"frontMatter":31,"refName":33,"commitSha":34,"skillDirectory":35,"forksCount":36,"repositoryHtmlUrl":37,"repositoryHomepageUrl":6,"ownerHtmlUrl":38,"ownerBlogUrl":39,"ownerDescription":6,"updatedAt":40,"install":41,"resources":54},"01M6KB82SN3ZWVRNWVBS19G0KA","init",null,"Create a new AgentHub collaboration session with task, agent count, and evaluation criteria.","afaizalam2003\u002FMaster-claude-skill","afaizalam2003","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F222019359?v=4","01M6K8F2XNT0HKBPF00JQ78SV3","Faiz Alam","01M6K8F31EBXAPER0EG8R9HTR5",3,"MIT","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fengineering\u002Fagenthub\u002Fskills\u002Finit\u002FSKILL.md",[],[5,19,20,21,22,23,24,25,26],"collaboration","create","Evaluation","agenthub","session","hub","task","with","2026-11-10 10:12:30",false,"---\nname: \"init\"\ndescription: \"Create a new AgentHub collaboration session with task, agent count, and evaluation criteria.\"\ncommand: \u002Fhub:init\n---\n\n# \u002Fhub:init — Create New Session\n\nInitialize an AgentHub collaboration session. Creates the `.agenthub\u002F` directory structure, generates a session ID, and configures evaluation criteria.\n\n## Usage\n\n```\n\u002Fhub:init                                                    # Interactive mode\n\u002Fhub:init --task \"Optimize API\" --agents 3 --eval \"pytest bench.py\" --metric p50_ms --direction lower\n\u002Fhub:init --task \"Refactor auth\" --agents 2                  # No eval (LLM judge mode)\n```\n\n## What It Does\n\n### If arguments provided\n\nPass them to the init script:\n\n```bash\npython {skill_path}\u002Fscripts\u002Fhub_init.py \\\n  --task \"{task}\" --agents {N} \\\n  [--eval \"{eval_cmd}\"] [--metric {metric}] [--direction {direction}] \\\n  [--base-branch {branch}]\n```\n\n### If no arguments (interactive mode)\n\nCollect each parameter:\n\n1. **Task** — What should the agents do? (required)\n2. **Agent count** — How many parallel agents? (default: 3)\n3. **Eval command** — Command to measure results (optional — skip for LLM judge mode)\n4. **Metric name** — What metric to extract from eval output (required if eval command given)\n5. **Direction** — Is lower or higher better? (required if metric given)\n6. **Base branch** — Branch to fork from (default: current branch)\n\n### Output\n\n```\nAgentHub session initialized\n  Session ID: 20260317-143022\n  Task: Optimize API response time below 100ms\n  Agents: 3\n  Eval: pytest bench.py --json\n  Metric: p50_ms (lower is better)\n  Base branch: dev\n  State: init\n\nNext step: Run \u002Fhub:spawn to launch 3 agents\n```\n\nFor content or research tasks (no eval command → LLM judge mode):\n\n```\nAgentHub session initialized\n  Session ID: 20260317-151200\n  Task: Draft 3 competing taglines for product launch\n  Agents: 3\n  Eval: LLM judge (no eval command)\n  Base branch: dev\n  State: init\n\nNext step: Run \u002Fhub:spawn to launch 3 agents\n```\n\n## Baseline Capture\n\nIf `--eval` was provided, capture a baseline measurement after session creation:\n\n1. Run the eval command in the current working directory\n2. Extract the metric value from stdout\n3. Append `baseline: {value}` to `.agenthub\u002Fsessions\u002F{session-id}\u002Fconfig.yaml`\n4. Display: `Baseline captured: {metric} = {value}`\n\nThis baseline is used by `result_ranker.py --baseline` during evaluation to show deltas. If the eval command fails at this stage, warn the user but continue — baseline is optional.\n\n## After Init\n\nTell the user:\n- Session created with ID `{session-id}`\n- Baseline metric (if captured)\n- Next step: `\u002Fhub:spawn` to launch agents\n- Or `\u002Fhub:spawn {session-id}` if multiple sessions exist\n","# \u002Fhub:init — Create New Session\n\nInitialize an AgentHub collaboration session. Creates the `.agenthub\u002F` directory structure, generates a session ID, and configures evaluation criteria.\n\n## Usage\n\n```\n\u002Fhub:init                                                    # Interactive mode\n\u002Fhub:init --task \"Optimize API\" --agents 3 --eval \"pytest bench.py\" --metric p50_ms --direction lower\n\u002Fhub:init --task \"Refactor auth\" --agents 2                  # No eval (LLM judge mode)\n```\n\n## What It Does\n\n### If arguments provided\n\nPass them to the init script:\n\n```bash\npython {skill_path}\u002Fscripts\u002Fhub_init.py \\\n  --task \"{task}\" --agents {N} \\\n  [--eval \"{eval_cmd}\"] [--metric {metric}] [--direction {direction}] \\\n  [--base-branch {branch}]\n```\n\n### If no arguments (interactive mode)\n\nCollect each parameter:\n\n1. **Task** — What should the agents do? (required)\n2. **Agent count** — How many parallel agents? (default: 3)\n3. **Eval command** — Command to measure results (optional — skip for LLM judge mode)\n4. **Metric name** — What metric to extract from eval output (required if eval command given)\n5. **Direction** — Is lower or higher better? (required if metric given)\n6. **Base branch** — Branch to fork from (default: current branch)\n\n### Output\n\n```\nAgentHub session initialized\n  Session ID: 20260317-143022\n  Task: Optimize API response time below 100ms\n  Agents: 3\n  Eval: pytest bench.py --json\n  Metric: p50_ms (lower is better)\n  Base branch: dev\n  State: init\n\nNext step: Run \u002Fhub:spawn to launch 3 agents\n```\n\nFor content or research tasks (no eval command → LLM judge mode):\n\n```\nAgentHub session initialized\n  Session ID: 20260317-151200\n  Task: Draft 3 competing taglines for product launch\n  Agents: 3\n  Eval: LLM judge (no eval command)\n  Base branch: dev\n  State: init\n\nNext step: Run \u002Fhub:spawn to launch 3 agents\n```\n\n## Baseline Capture\n\nIf `--eval` was provided, capture a baseline measurement after session creation:\n\n1. Run the eval command in the current working directory\n2. Extract the metric value from stdout\n3. Append `baseline: {value}` to `.agenthub\u002Fsessions\u002F{session-id}\u002Fconfig.yaml`\n4. Display: `Baseline captured: {metric} = {value}`\n\nThis baseline is used by `result_ranker.py --baseline` during evaluation to show deltas. If the eval command fails at this stage, warn the user but continue — baseline is optional.\n\n## After Init\n\nTell the user:\n- Session created with ID `{session-id}`\n- Baseline metric (if captured)\n- Next step: `\u002Fhub:spawn` to launch agents\n- Or `\u002Fhub:spawn {session-id}` if multiple sessions exist\n",{"name":5,"command":32,"description":7},"\u002Fhub:init","main","0b48cbb0e6d5be6ff68c0f6b28bc0c65ee21c4a1","engineering\u002Fagenthub\u002Fskills\u002Finit",2,"https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill","https:\u002F\u002Fgithub.com\u002Fafaizalam2003","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fmdfaizalam2003\u002F","2026-04-01 04:35:43",{"source":8,"skillName":5,"commands":42,"prompt":52,"zipAvailable":53},[43,46,49],{"tool":44,"command":45},"npx","npx skills add afaizalam2003\u002FMaster-claude-skill --skill init",{"tool":47,"command":48},"bunx","bunx skills add afaizalam2003\u002FMaster-claude-skill --skill init",{"tool":50,"command":51},"pnpm","pnpm dlx skills add afaizalam2003\u002FMaster-claude-skill --skill init","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fengineering\u002Fagenthub\u002Fskills\u002Finit\u002FSKILL.md",true,[],[56,88,112,137,169,189],{"skillNo":57,"name":58,"nameZh":6,"description":59,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":60,"categories":61,"keywords":67,"publishedAt":27},"01M6KC4E8MYR9DBAZTAXHKYMMH","soc2-compliance","Use when the user asks to prepare for SOC 2 audits, map Trust Service Criteria, build control matrices, collect audit evidence, perform gap analysis, or assess SOC 2 Type I vs Type II readiness.","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fsoc2-compliance\u002FSKILL.md",[62],{"categoryNo":63,"categoryName":64,"taxonomyType":65,"taxonomyTypeDesc":66},"01JBSEEDCAT000000000000037","律师与法务","PROFESSION","适用职业",[68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87],"compliance","soc2","soc2 compliance","audit evidence","audit","collect","soc","analysis","use","evidence","trust","build","map","control","type","gap","readiness","gap analysis","assess","for",{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":94,"publishedAt":27},"01M6KC461R3GKGZ1TAYHVR1MW9","risk-management-specialist","Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fra-qm-team\u002Frisk-management-specialist\u002FSKILL.md",[],[95,96,97,98,99,100,21,101,75,76,102,103,104,105,106,107,108,109,110,111],"risk","risk management specialist","management","risk management","risk evaluation","product","lifecycle","risk matrix","iso","medical","iso 14971","identification","information","post-production","tree","matrix","implementing",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":118,"publishedAt":27},"01M6KC3HF5ZFSSP2NZF68PEPFB","regulatory-affairs-head","Senior Regulatory Affairs Manager for HealthTech and MedTech companies. Prepares FDA 510(k), De Novo, and PMA submission packages; analyzes regulatory pathways for new medical devices; drafts responses to FDA deficiency letters and Notified Body queries; develops CE marking technical documentation under EU MDR 2017\u002F745; coordinates multi-market approval strategies across FDA, EU, Health Canada, PMDA, and NMPA; and maintains regulatory intelligence on evolving standards. Use when users need to plan or execute FDA submissions, navigate 510(k) or PMA approval processes, achieve CE marking, prepare pre-submission meeting materials, write regulatory strategy documents, respond to agency queries, or manage compliance documentation for medical device market access.","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fregulatory-affairs-head\u002FSKILL.md",[],[119,120,121,122,123,124,125,126,127,76,128,129,130,131,132,133,134,135,136,87],"regulatory affairs head","regulatory","head","documents","devices","health","plan","write","strategy","standards","queries","manage","strategies","de","users","respond","medical devices","manager",{"skillNo":138,"name":139,"nameZh":6,"description":140,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":141,"categories":142,"keywords":151,"publishedAt":27},"01M6KC34Z8M1559EY1CXYBJB1A","quality-manager-qms-iso13485","ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-manager-qms-iso13485\u002FSKILL.md",[143,148],{"categoryNo":144,"categoryName":145,"taxonomyType":146,"taxonomyTypeDesc":147},"01JBSEEDCAT000000000000015","视觉设计","SCENARIO","使用场景",{"categoryNo":149,"categoryName":150,"taxonomyType":65,"taxonomyTypeDesc":66},"01JBSEEDCAT000000000000032","设计师",[152,153,136,154,155,156,157,158,159,76,160,161,162,163,164,165,166,167,87,168],"quality manager qms iso13485","quality","design","workflows","validation","actions","certification","system","maintenance","document","systems","records","ISO 13485","organizations","corrective action","internal audit","preparation",{"skillNo":170,"name":171,"nameZh":6,"description":172,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":173,"categories":174,"keywords":176,"publishedAt":27},"01M6KC2FXHBHXYX2ZZ17Y3GDB4","quality-manager-qmr","Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2.","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-manager-qmr\u002FSKILL.md",[175],{"categoryNo":63,"categoryName":64,"taxonomyType":65,"taxonomyTypeDesc":66},[177,153,136,178,179,180,181,182,68,183,159,184,120,185,186,187,103,164,87,188],"quality manager qmr","review","policy","performance","governance","monitoring","regulatory compliance","oversight","cost","culture","leadership","person",{"skillNo":190,"name":191,"nameZh":6,"description":192,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":193,"categories":194,"keywords":202,"publishedAt":27},"01M6KC1VRR5JTDBNZANHPS6VR6","quality-documentation-manager","Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use for document control procedures, change control workflow, document numbering, version management, electronic signature compliance, or regulatory documentation review.","https:\u002F\u002Fgithub.com\u002Fafaizalam2003\u002FMaster-claude-skill\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-documentation-manager\u002FSKILL.md",[195,198,201],{"categoryNo":196,"categoryName":197,"taxonomyType":146,"taxonomyTypeDesc":147},"01JBSEEDCAT000000000000002","文档处理",{"categoryNo":199,"categoryName":200,"taxonomyType":146,"taxonomyTypeDesc":147},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":63,"categoryName":64,"taxonomyType":65,"taxonomyTypeDesc":66},[203,204,153,136,178,205,206,72,159,207,208,209,210,211,104,212,213,214,215,87],"documentation","quality documentation manager","workflow","change","change management","list","master","system management","documentation review","cfr","21 cfr part 11","change control","retention"]