[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6EK1PJS72VRKFR7EGA7JHBS":3,"skill-same:01M6EK1PJS72VRKFR7EGA7JHBS":58},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":31,"linkOnly":32,"markdownContent":33,"markdownBody":34,"frontMatter":35,"refName":37,"commitSha":38,"skillDirectory":39,"forksCount":40,"repositoryHtmlUrl":41,"repositoryHomepageUrl":6,"ownerHtmlUrl":42,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":43,"install":44,"resources":57},"01M6EK1PJS72VRKFR7EGA7JHBS","resume",null,"Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.","ArogyaReddy\u002Falirezarezvani-claude-skills","ArogyaReddy","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F12032101?v=4","01M6EJA7DAM8950XYAD875F4NY","01M6EJA7JSMD9SN617EJHTF2BQ",39,"MIT","https:\u002F\u002Fgithub.com\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fengineering\u002Fautoresearch-agent\u002Fskills\u002Fresume\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000038","人力资源","PROFESSION","适用职业",[5,23,24,25,26,27,28,29,30],"continue","history","branch","read","results","experiment","ar","checkout","2026-11-10 10:12:30",false,"---\nname: \"resume\"\ndescription: \"Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.\"\ncommand: \u002Far:resume\n---\n\n# \u002Far:resume — Resume Experiment\n\nResume a paused or context-limited experiment. Reads all history and continues where you left off.\n\n## Usage\n\n```\n\u002Far:resume                                  # List experiments, let user pick\n\u002Far:resume engineering\u002Fapi-speed            # Resume specific experiment\n```\n\n## What It Does\n\n### Step 1: List experiments if needed\n\nIf no experiment specified:\n\n```bash\npython {skill_path}\u002Fscripts\u002Fsetup_experiment.py --list\n```\n\nShow status for each (active\u002Fpaused\u002Fdone based on results.tsv age). Let user pick.\n\n### Step 2: Load full context\n\n```bash\n# Checkout the experiment branch\ngit checkout autoresearch\u002F{domain}\u002F{name}\n\n# Read config\ncat .autoresearch\u002F{domain}\u002F{name}\u002Fconfig.cfg\n\n# Read strategy\ncat .autoresearch\u002F{domain}\u002F{name}\u002Fprogram.md\n\n# Read full results history\ncat .autoresearch\u002F{domain}\u002F{name}\u002Fresults.tsv\n\n# Read recent git log for the branch\ngit log --oneline -20\n```\n\n### Step 3: Report current state\n\nSummarize for the user:\n\n```\nResuming: engineering\u002Fapi-speed\n  Target: src\u002Fapi\u002Fsearch.py\n  Metric: p50_ms (lower is better)\n  Experiments: 23 total — 8 kept, 12 discarded, 3 crashed\n  Best: 185ms (-42% from baseline of 320ms)\n  Last experiment: \"added response caching\" → KEEP (185ms)\n\n  Recent patterns:\n  - Caching changes: 3 kept, 1 discarded (consistently helpful)\n  - Algorithm changes: 2 discarded, 1 crashed (high risk, low reward so far)\n  - I\u002FO optimization: 2 kept (promising direction)\n```\n\n### Step 4: Ask next action\n\n```\nHow would you like to continue?\n  1. Single iteration (\u002Far:run)  — I'll make one change and evaluate\n  2. Start a loop (\u002Far:loop)     — Autonomous with scheduled interval\n  3. Just show me the results    — I'll review and decide\n```\n\nIf the user picks loop, hand off to `\u002Far:loop` with the experiment pre-selected.\nIf single, hand off to `\u002Far:run`.\n","# \u002Far:resume — Resume Experiment\n\nResume a paused or context-limited experiment. Reads all history and continues where you left off.\n\n## Usage\n\n```\n\u002Far:resume                                  # List experiments, let user pick\n\u002Far:resume engineering\u002Fapi-speed            # Resume specific experiment\n```\n\n## What It Does\n\n### Step 1: List experiments if needed\n\nIf no experiment specified:\n\n```bash\npython {skill_path}\u002Fscripts\u002Fsetup_experiment.py --list\n```\n\nShow status for each (active\u002Fpaused\u002Fdone based on results.tsv age). Let user pick.\n\n### Step 2: Load full context\n\n```bash\n# Checkout the experiment branch\ngit checkout autoresearch\u002F{domain}\u002F{name}\n\n# Read config\ncat .autoresearch\u002F{domain}\u002F{name}\u002Fconfig.cfg\n\n# Read strategy\ncat .autoresearch\u002F{domain}\u002F{name}\u002Fprogram.md\n\n# Read full results history\ncat .autoresearch\u002F{domain}\u002F{name}\u002Fresults.tsv\n\n# Read recent git log for the branch\ngit log --oneline -20\n```\n\n### Step 3: Report current state\n\nSummarize for the user:\n\n```\nResuming: engineering\u002Fapi-speed\n  Target: src\u002Fapi\u002Fsearch.py\n  Metric: p50_ms (lower is better)\n  Experiments: 23 total — 8 kept, 12 discarded, 3 crashed\n  Best: 185ms (-42% from baseline of 320ms)\n  Last experiment: \"added response caching\" → KEEP (185ms)\n\n  Recent patterns:\n  - Caching changes: 3 kept, 1 discarded (consistently helpful)\n  - Algorithm changes: 2 discarded, 1 crashed (high risk, low reward so far)\n  - I\u002FO optimization: 2 kept (promising direction)\n```\n\n### Step 4: Ask next action\n\n```\nHow would you like to continue?\n  1. Single iteration (\u002Far:run)  — I'll make one change and evaluate\n  2. Start a loop (\u002Far:loop)     — Autonomous with scheduled interval\n  3. Just show me the results    — I'll review and decide\n```\n\nIf the user picks loop, hand off to `\u002Far:loop` with the experiment pre-selected.\nIf single, hand off to `\u002Far:run`.\n",{"name":5,"command":36,"description":7},"\u002Far:resume","main","dc799ac68cfdc454fc55edaf3f054651f645f738","engineering\u002Fautoresearch-agent\u002Fskills\u002Fresume",10,"https:\u002F\u002Fgithub.com\u002FArogyaReddy\u002Falirezarezvani-claude-skills","https:\u002F\u002Fgithub.com\u002FArogyaReddy","2026-03-18 00:40:19",{"source":8,"skillName":5,"commands":45,"prompt":55,"zipAvailable":56},[46,49,52],{"tool":47,"command":48},"npx","npx skills add ArogyaReddy\u002Falirezarezvani-claude-skills --skill resume",{"tool":50,"command":51},"bunx","bunx skills add ArogyaReddy\u002Falirezarezvani-claude-skills --skill resume",{"tool":53,"command":54},"pnpm","pnpm dlx skills add ArogyaReddy\u002Falirezarezvani-claude-skills --skill resume","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fengineering\u002Fautoresearch-agent\u002Fskills\u002Fresume\u002FSKILL.md",true,[],[59,86,112,142,162,186],{"skillNo":60,"name":61,"nameZh":6,"description":62,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":63,"categories":64,"keywords":65,"publishedAt":31},"01M6EKFK0DB8WVYWCN59CM5SEQ","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\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fra-qm-team\u002Frisk-management-specialist\u002FSKILL.md",[],[66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85],"risk","risk management specialist","management","risk management","risk analysis","risk evaluation","product","Evaluation","Production","lifecycle","analysis","use","risk matrix","Market","control","iso","medical","iso 14971","identification","post",{"skillNo":87,"name":88,"nameZh":6,"description":89,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":90,"categories":91,"keywords":92,"publishedAt":31},"01M6EKFDZ7KES3X3HH8KBHR9JF","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\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fregulatory-affairs-head\u002FSKILL.md",[],[93,94,95,96,97,98,99,100,101,102,103,104,105,106,82,107,108,109,110,111],"regulatory affairs head","regulatory","head","documentation","documents","packages","plan","access","write","evidence","standards","intelligence","across","strategies","clinical","pathway","de","respond","medical devices",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":126,"publishedAt":31},"01M6EKF980P5MQBEQQAKB2JE6V","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\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-manager-qms-iso13485\u002FSKILL.md",[118,123],{"categoryNo":119,"categoryName":120,"taxonomyType":121,"taxonomyTypeDesc":122},"01JBSEEDCAT000000000000015","视觉设计","SCENARIO","使用场景",{"categoryNo":124,"categoryName":125,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000032","设计师",[127,128,129,130,131,132,96,133,134,135,136,77,137,138,139,80,81,82,140,141],"quality manager qms iso13485","quality","design","review","support","workflows","audit","actions","compliance","system","up","maintenance","document","records","ISO 13485",{"skillNo":143,"name":144,"nameZh":6,"description":145,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":146,"categories":147,"keywords":151,"publishedAt":31},"01M6EKF4ZN8ZJJP3K6FM1WEM85","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\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-manager-qmr\u002FSKILL.md",[148],{"categoryNo":149,"categoryName":150,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000037","律师与法务",[152,128,130,153,154,155,156,135,157,136,68,158,94,159,160,161,81,141],"quality manager qmr","policy","performance","governance","monitoring","regulatory compliance","oversight","cost","culture","leadership",{"skillNo":163,"name":164,"nameZh":6,"description":165,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":166,"categories":167,"keywords":172,"publishedAt":31},"01M6EKF15YKH2AQB45MH4Y6S08","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\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-documentation-manager\u002FSKILL.md",[168,171],{"categoryNo":169,"categoryName":170,"taxonomyType":121,"taxonomyTypeDesc":122},"01JBSEEDCAT000000000000002","文档处理",{"categoryNo":149,"categoryName":150,"taxonomyType":20,"taxonomyTypeDesc":21},[96,173,128,130,174,175,133,75,176,136,177,178,179,180,181,82,182,183,184,185],"quality documentation manager","workflow","change","document lifecycle","change management","list","master","system management","documentation review","cfr","21 cfr part 11","change control","retention",{"skillNo":187,"name":188,"nameZh":6,"description":189,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":190,"categories":191,"keywords":192,"publishedAt":31},"01M6EKEXQMCQC11A5WR9GEPC4S","qms-audit-expert","ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use for internal audit planning, audit execution, finding classification, external audit preparation, or audit program management.","https:\u002F\u002Fgithub.com\u002FArogyaReddy\u002Falirezarezvani-claude-skills\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fqms-audit-expert\u002FSKILL.md",[],[133,193,194,195,196,197,198,199,68,77,200,201,81,82,141],"qms audit expert","expert","planning","verification","execution","classification","schedule","checklist","device"]