[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6EWG07W918399SWGCNPFMVV":3,"skill-same:01M6EWG07W918399SWGCNPFMVV":115},{"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":23,"publishedAt":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":64,"commitSha":65,"skillDirectory":66,"forksCount":14,"repositoryHtmlUrl":67,"repositoryHomepageUrl":68,"ownerHtmlUrl":69,"ownerBlogUrl":6,"ownerDescription":70,"updatedAt":71,"install":72,"resources":85},"01M6EWG07W918399SWGCNPFMVV","triaging-vulnerabilities-with-ssvc-framework",null,"Triage and prioritize vulnerabilities using CISA's Stakeholder-Specific Vulnerability Categorization (SSVC) decision tree framework to produce actionable remediation priorities.","henriquescastilho\u002Fmy-claude","henriquescastilho","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F153296945?v=4","01M6ESH7EXPXTH9CVQ4K16SRG8","Henrique Scheer","01M6ESH7JHEK2PTNNH4HEH787Z",0,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"vulnerabilities","with","triaging vulnerabilities with ssvc framework","ssvc","framework","CISA","vulnerability-management","risk-management","cvss","remediation","risk","vulnerability","prioritization","triage and prioritize","decision-tree","prioritize","decision","priorities","actionable","cybersecurity","2026-11-10 10:12:30",false,"---\nname: triaging-vulnerabilities-with-ssvc-framework\ndescription: Triage and prioritize vulnerabilities using CISA's Stakeholder-Specific\n  Vulnerability Categorization (SSVC) decision tree framework to produce actionable\n  remediation priorities.\ndomain: cybersecurity\nsubdomain: vulnerability-management\ntags:\n- ssvc\n- vulnerability-triage\n- cisa\n- vulnerability-prioritization\n- decision-tree\n- cvss\n- remediation\n- risk-management\nversion: '1.0'\nauthor: mahipal\nlicense: Apache-2.0\nnist_csf:\n- ID.RA-01\n- ID.RA-02\n- ID.IM-02\n- ID.RA-06\nmitre_attack:\n- T1190\n- T1203\n- T1068\n---\n\n# Triaging Vulnerabilities with SSVC Framework\n\n## Overview\n\nThe Stakeholder-Specific Vulnerability Categorization (SSVC) framework, developed by Carnegie Mellon University's Software Engineering Institute (SEI) in collaboration with CISA, provides a structured decision-tree methodology for vulnerability prioritization. Unlike CVSS alone, SSVC accounts for exploitation status, technical impact, automatability, mission prevalence, and public well-being impact to produce one of four actionable outcomes: **Track**, **Track***, **Attend**, or **Act**.\n\n\n## When to Use\n\n- When managing security operations that require triaging vulnerabilities with ssvc framework\n- When improving security program maturity and operational processes\n- When establishing standardized procedures for security team workflows\n- When integrating threat intelligence or vulnerability data into operations\n\n## Prerequisites\n\n- Python 3.9+ with `requests`, `pandas`, and `jinja2` libraries\n- Access to CISA KEV catalog API and EPSS API from FIRST\n- NVD API key (optional, for higher rate limits)\n- Vulnerability scan results from tools like OpenVAS, Nessus, or Qualys\n\n## SSVC Decision Points\n\n### 1. Exploitation Status\nAssess current exploitation activity:\n- **None** - No evidence of active exploitation\n- **PoC** - Proof-of-concept exists publicly\n- **Active** - Active exploitation observed in the wild (check CISA KEV)\n\n```bash\n# Check if a CVE is in CISA Known Exploited Vulnerabilities catalog\ncurl -s \"https:\u002F\u002Fwww.cisa.gov\u002Fsites\u002Fdefault\u002Ffiles\u002Ffeeds\u002Fknown_exploited_vulnerabilities.json\" | \\\n  python3 -c \"import sys,json; data=json.load(sys.stdin); cves=[v['cveID'] for v in data['vulnerabilities']]; print('Active' if 'CVE-2024-3400' in cves else 'Check PoC\u002FNone')\"\n```\n\n### 2. Technical Impact\nDetermine scope of compromise if exploited:\n- **Partial** - Limited to a subset of system functionality or data\n- **Total** - Full control of the affected system, complete data access\n\n### 3. Automatability\nEvaluate if exploitation can be automated at scale:\n- **No** - Requires manual, targeted exploitation per victim\n- **Yes** - Can be scripted or worm-like propagation is possible\n\n### 4. Mission Prevalence\nHow widespread is the affected product in your environment:\n- **Minimal** - Limited deployment, non-critical systems\n- **Support** - Supports mission-critical functions indirectly\n- **Essential** - Directly enables core mission capabilities\n\n### 5. Public Well-Being Impact\nPotential consequences for physical safety and public welfare:\n- **Minimal** - Negligible impact on safety or public services\n- **Material** - Noticeable degradation of public services\n- **Irreversible** - Loss of life, major property damage, or critical infrastructure failure\n\n## SSVC Decision Outcomes\n\n| Outcome | Action Required | SLA |\n|---------|----------------|-----|\n| **Track** | Monitor, remediate in normal patch cycle | 90 days |\n| **Track*** | Monitor closely, prioritize in next patch window | 60 days |\n| **Attend** | Escalate to senior management, accelerate remediation | 14 days |\n| **Act** | Apply mitigations immediately, executive-level awareness | 48 hours |\n\n## Workflow\n\n### Step 1: Ingest Vulnerability Data\n```python\nimport requests\nimport json\n\n# Fetch CISA KEV catalog\nkev_url = \"https:\u002F\u002Fwww.cisa.gov\u002Fsites\u002Fdefault\u002Ffiles\u002Ffeeds\u002Fknown_exploited_vulnerabilities.json\"\nkev_data = requests.get(kev_url).json()\nkev_cves = {v['cveID'] for v in kev_data['vulnerabilities']}\n\n# Fetch EPSS scores for context\nepss_url = \"https:\u002F\u002Fapi.first.org\u002Fdata\u002Fv1\u002Fepss\"\nepss_response = requests.get(epss_url, params={\"cve\": \"CVE-2024-3400\"}).json()\n```\n\n### Step 2: Evaluate Each Decision Point\n```python\ndef evaluate_exploitation(cve_id, kev_set):\n    \"\"\"Determine exploitation status from CISA KEV and EPSS data.\"\"\"\n    if cve_id in kev_set:\n        return \"active\"\n    epss = requests.get(\n        \"https:\u002F\u002Fapi.first.org\u002Fdata\u002Fv1\u002Fepss\",\n        params={\"cve\": cve_id}\n    ).json()\n    if epss.get(\"data\"):\n        score = float(epss[\"data\"][0].get(\"epss\", 0))\n        if score > 0.5:\n            return \"poc\"\n    return \"none\"\n\ndef evaluate_technical_impact(cvss_vector):\n    \"\"\"Parse CVSS vector for scope and impact metrics.\"\"\"\n    if \"S:C\" in cvss_vector or \"C:H\u002FI:H\u002FA:H\" in cvss_vector:\n        return \"total\"\n    return \"partial\"\n\ndef evaluate_automatability(cvss_vector, cve_description):\n    \"\"\"Check if attack vector is network-based with low complexity.\"\"\"\n    if \"AV:N\" in cvss_vector and \"AC:L\" in cvss_vector and \"UI:N\" in cvss_vector:\n        return \"yes\"\n    return \"no\"\n```\n\n### Step 3: Apply SSVC Decision Tree\n```python\ndef ssvc_decision(exploitation, tech_impact, automatability, mission_prevalence, public_wellbeing):\n    \"\"\"CISA SSVC decision tree implementation.\"\"\"\n    if exploitation == \"active\":\n        if tech_impact == \"total\" or automatability == \"yes\":\n            return \"Act\"\n        if mission_prevalence in (\"essential\", \"support\"):\n            return \"Act\"\n        return \"Attend\"\n    if exploitation == \"poc\":\n        if automatability == \"yes\" and tech_impact == \"total\":\n            return \"Attend\"\n        if mission_prevalence == \"essential\":\n            return \"Attend\"\n        return \"Track*\"\n    # exploitation == \"none\"\n    if tech_impact == \"total\" and mission_prevalence == \"essential\":\n        return \"Track*\"\n    return \"Track\"\n```\n\n### Step 4: Generate Triage Report\n```bash\n# Run the SSVC triage script against scan results\npython3 scripts\u002Fprocess.py --input scan_results.csv --output ssvc_triage_report.json\n\n# View summary\ncat ssvc_triage_report.json | python3 -m json.tool | head -50\n```\n\n## Integration with Vulnerability Scanners\n\n### Import from Nessus CSV\n```bash\n# Export Nessus scan as CSV, then process\npython3 scripts\u002Fprocess.py \\\n  --input nessus_export.csv \\\n  --format nessus \\\n  --output ssvc_results.json\n```\n\n### Import from OpenVAS\n```bash\n# Export OpenVAS results as XML\npython3 scripts\u002Fprocess.py \\\n  --input openvas_report.xml \\\n  --format openvas \\\n  --output ssvc_results.json\n```\n\n## Validation and Testing\n\n```bash\n# Test SSVC decision logic with known CVEs\npython3 -c \"\nfrom scripts.process import ssvc_decision\n# CVE-2024-3400 - Palo Alto PAN-OS command injection (KEV listed)\nassert ssvc_decision('active', 'total', 'yes', 'essential', 'material') == 'Act'\n# CVE-2024-21887 - Ivanti Connect Secure (PoC available)\nassert ssvc_decision('poc', 'total', 'yes', 'support', 'minimal') == 'Attend'\nprint('All SSVC decision tests passed')\n\"\n```\n\n## References\n\n- [CISA SSVC Framework](https:\u002F\u002Fwww.cisa.gov\u002Fstakeholder-specific-vulnerability-categorization-ssvc)\n- [CERT\u002FCC SSVC Documentation](https:\u002F\u002Fcertcc.github.io\u002FSSVC\u002F)\n- [CISA SSVC Guide PDF](https:\u002F\u002Fwww.cisa.gov\u002Fsites\u002Fdefault\u002Ffiles\u002Fpublications\u002Fcisa-ssvc-guide%20508c.pdf)\n- [FIRST EPSS API](https:\u002F\u002Fwww.first.org\u002Fepss\u002F)\n- [CISA Known Exploited Vulnerabilities](https:\u002F\u002Fwww.cisa.gov\u002Fknown-exploited-vulnerabilities-catalog)\n","# Triaging Vulnerabilities with SSVC Framework\n\n## Overview\n\nThe Stakeholder-Specific Vulnerability Categorization (SSVC) framework, developed by Carnegie Mellon University's Software Engineering Institute (SEI) in collaboration with CISA, provides a structured decision-tree methodology for vulnerability prioritization. Unlike CVSS alone, SSVC accounts for exploitation status, technical impact, automatability, mission prevalence, and public well-being impact to produce one of four actionable outcomes: **Track**, **Track***, **Attend**, or **Act**.\n\n\n## When to Use\n\n- When managing security operations that require triaging vulnerabilities with ssvc framework\n- When improving security program maturity and operational processes\n- When establishing standardized procedures for security team workflows\n- When integrating threat intelligence or vulnerability data into operations\n\n## Prerequisites\n\n- Python 3.9+ with `requests`, `pandas`, and `jinja2` libraries\n- Access to CISA KEV catalog API and EPSS API from FIRST\n- NVD API key (optional, for higher rate limits)\n- Vulnerability scan results from tools like OpenVAS, Nessus, or Qualys\n\n## SSVC Decision Points\n\n### 1. Exploitation Status\nAssess current exploitation activity:\n- **None** - No evidence of active exploitation\n- **PoC** - Proof-of-concept exists publicly\n- **Active** - Active exploitation observed in the wild (check CISA KEV)\n\n```bash\n# Check if a CVE is in CISA Known Exploited Vulnerabilities catalog\ncurl -s \"https:\u002F\u002Fwww.cisa.gov\u002Fsites\u002Fdefault\u002Ffiles\u002Ffeeds\u002Fknown_exploited_vulnerabilities.json\" | \\\n  python3 -c \"import sys,json; data=json.load(sys.stdin); cves=[v['cveID'] for v in data['vulnerabilities']]; print('Active' if 'CVE-2024-3400' in cves else 'Check PoC\u002FNone')\"\n```\n\n### 2. Technical Impact\nDetermine scope of compromise if exploited:\n- **Partial** - Limited to a subset of system functionality or data\n- **Total** - Full control of the affected system, complete data access\n\n### 3. Automatability\nEvaluate if exploitation can be automated at scale:\n- **No** - Requires manual, targeted exploitation per victim\n- **Yes** - Can be scripted or worm-like propagation is possible\n\n### 4. Mission Prevalence\nHow widespread is the affected product in your environment:\n- **Minimal** - Limited deployment, non-critical systems\n- **Support** - Supports mission-critical functions indirectly\n- **Essential** - Directly enables core mission capabilities\n\n### 5. Public Well-Being Impact\nPotential consequences for physical safety and public welfare:\n- **Minimal** - Negligible impact on safety or public services\n- **Material** - Noticeable degradation of public services\n- **Irreversible** - Loss of life, major property damage, or critical infrastructure failure\n\n## SSVC Decision Outcomes\n\n| Outcome | Action Required | SLA |\n|---------|----------------|-----|\n| **Track** | Monitor, remediate in normal patch cycle | 90 days |\n| **Track*** | Monitor closely, prioritize in next patch window | 60 days |\n| **Attend** | Escalate to senior management, accelerate remediation | 14 days |\n| **Act** | Apply mitigations immediately, executive-level awareness | 48 hours |\n\n## Workflow\n\n### Step 1: Ingest Vulnerability Data\n```python\nimport requests\nimport json\n\n# Fetch CISA KEV catalog\nkev_url = \"https:\u002F\u002Fwww.cisa.gov\u002Fsites\u002Fdefault\u002Ffiles\u002Ffeeds\u002Fknown_exploited_vulnerabilities.json\"\nkev_data = requests.get(kev_url).json()\nkev_cves = {v['cveID'] for v in kev_data['vulnerabilities']}\n\n# Fetch EPSS scores for context\nepss_url = \"https:\u002F\u002Fapi.first.org\u002Fdata\u002Fv1\u002Fepss\"\nepss_response = requests.get(epss_url, params={\"cve\": \"CVE-2024-3400\"}).json()\n```\n\n### Step 2: Evaluate Each Decision Point\n```python\ndef evaluate_exploitation(cve_id, kev_set):\n    \"\"\"Determine exploitation status from CISA KEV and EPSS data.\"\"\"\n    if cve_id in kev_set:\n        return \"active\"\n    epss = requests.get(\n        \"https:\u002F\u002Fapi.first.org\u002Fdata\u002Fv1\u002Fepss\",\n        params={\"cve\": cve_id}\n    ).json()\n    if epss.get(\"data\"):\n        score = float(epss[\"data\"][0].get(\"epss\", 0))\n        if score > 0.5:\n            return \"poc\"\n    return \"none\"\n\ndef evaluate_technical_impact(cvss_vector):\n    \"\"\"Parse CVSS vector for scope and impact metrics.\"\"\"\n    if \"S:C\" in cvss_vector or \"C:H\u002FI:H\u002FA:H\" in cvss_vector:\n        return \"total\"\n    return \"partial\"\n\ndef evaluate_automatability(cvss_vector, cve_description):\n    \"\"\"Check if attack vector is network-based with low complexity.\"\"\"\n    if \"AV:N\" in cvss_vector and \"AC:L\" in cvss_vector and \"UI:N\" in cvss_vector:\n        return \"yes\"\n    return \"no\"\n```\n\n### Step 3: Apply SSVC Decision Tree\n```python\ndef ssvc_decision(exploitation, tech_impact, automatability, mission_prevalence, public_wellbeing):\n    \"\"\"CISA SSVC decision tree implementation.\"\"\"\n    if exploitation == \"active\":\n        if tech_impact == \"total\" or automatability == \"yes\":\n            return \"Act\"\n        if mission_prevalence in (\"essential\", \"support\"):\n            return \"Act\"\n        return \"Attend\"\n    if exploitation == \"poc\":\n        if automatability == \"yes\" and tech_impact == \"total\":\n            return \"Attend\"\n        if mission_prevalence == \"essential\":\n            return \"Attend\"\n        return \"Track*\"\n    # exploitation == \"none\"\n    if tech_impact == \"total\" and mission_prevalence == \"essential\":\n        return \"Track*\"\n    return \"Track\"\n```\n\n### Step 4: Generate Triage Report\n```bash\n# Run the SSVC triage script against scan results\npython3 scripts\u002Fprocess.py --input scan_results.csv --output ssvc_triage_report.json\n\n# View summary\ncat ssvc_triage_report.json | python3 -m json.tool | head -50\n```\n\n## Integration with Vulnerability Scanners\n\n### Import from Nessus CSV\n```bash\n# Export Nessus scan as CSV, then process\npython3 scripts\u002Fprocess.py \\\n  --input nessus_export.csv \\\n  --format nessus \\\n  --output ssvc_results.json\n```\n\n### Import from OpenVAS\n```bash\n# Export OpenVAS results as XML\npython3 scripts\u002Fprocess.py \\\n  --input openvas_report.xml \\\n  --format openvas \\\n  --output ssvc_results.json\n```\n\n## Validation and Testing\n\n```bash\n# Test SSVC decision logic with known CVEs\npython3 -c \"\nfrom scripts.process import ssvc_decision\n# CVE-2024-3400 - Palo Alto PAN-OS command injection (KEV listed)\nassert ssvc_decision('active', 'total', 'yes', 'essential', 'material') == 'Act'\n# CVE-2024-21887 - Ivanti Connect Secure (PoC available)\nassert ssvc_decision('poc', 'total', 'yes', 'support', 'minimal') == 'Attend'\nprint('All SSVC decision tests passed')\n\"\n```\n\n## References\n\n- [CISA SSVC Framework](https:\u002F\u002Fwww.cisa.gov\u002Fstakeholder-specific-vulnerability-categorization-ssvc)\n- [CERT\u002FCC SSVC Documentation](https:\u002F\u002Fcertcc.github.io\u002FSSVC\u002F)\n- [CISA SSVC Guide PDF](https:\u002F\u002Fwww.cisa.gov\u002Fsites\u002Fdefault\u002Ffiles\u002Fpublications\u002Fcisa-ssvc-guide%20508c.pdf)\n- [FIRST EPSS API](https:\u002F\u002Fwww.first.org\u002Fepss\u002F)\n- [CISA Known Exploited Vulnerabilities](https:\u002F\u002Fwww.cisa.gov\u002Fknown-exploited-vulnerabilities-catalog)\n",{"name":5,"tags":49,"author":53,"domain":43,"license":15,"version":54,"nist_csf":55,"subdomain":30,"description":7,"mitre_attack":60},[27,50,51,52,38,32,33,31],"vulnerability-triage","cisa","vulnerability-prioritization","mahipal","1.0",[56,57,58,59],"ID.RA-01","ID.RA-02","ID.IM-02","ID.RA-06",[61,62,63],"T1190","T1203","T1068","main","7925716f065257435fdb12e97f7e52842147d5ad",".claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude","https:\u002F\u002Fclaude.com\u002Fclaude-code","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho","Software · Applied AI · Quantitative Modeling · Building with Claude.","2026-06-10 12:24:46",{"source":8,"skillName":5,"commands":73,"prompt":83,"zipAvailable":84},[74,77,80],{"tool":75,"command":76},"npx","npx skills add henriquescastilho\u002Fmy-claude --skill triaging-vulnerabilities-with-ssvc-framework",{"tool":78,"command":79},"bunx","bunx skills add henriquescastilho\u002Fmy-claude --skill triaging-vulnerabilities-with-ssvc-framework",{"tool":81,"command":82},"pnpm","pnpm dlx skills add henriquescastilho\u002Fmy-claude --skill triaging-vulnerabilities-with-ssvc-framework","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002FSKILL.md",true,[86,91,97,101,105,111],{"path":87,"resourceType":87,"resourceTypeDesc":88,"sizeBytes":89,"sourceHtmlUrl":90},"LICENSE","许可证",11255,"https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002FLICENSE",{"path":92,"resourceType":93,"resourceTypeDesc":94,"sizeBytes":95,"sourceHtmlUrl":96},"references\u002Fapi-reference.md","REFERENCE","参考文档",2178,"https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002Freferences\u002Fapi-reference.md",{"path":98,"resourceType":93,"resourceTypeDesc":94,"sizeBytes":99,"sourceHtmlUrl":100},"references\u002Fstandards.md",3294,"https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002Freferences\u002Fstandards.md",{"path":102,"resourceType":93,"resourceTypeDesc":94,"sizeBytes":103,"sourceHtmlUrl":104},"references\u002Fworkflows.md",4350,"https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002Freferences\u002Fworkflows.md",{"path":106,"resourceType":107,"resourceTypeDesc":108,"sizeBytes":109,"sourceHtmlUrl":110},"scripts\u002Fagent.py","SCRIPT","脚本",8262,"https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002Fscripts\u002Fagent.py",{"path":112,"resourceType":107,"resourceTypeDesc":108,"sizeBytes":113,"sourceHtmlUrl":114},"scripts\u002Fprocess.py",12187,"https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Ftriaging-vulnerabilities-with-ssvc-framework\u002Fscripts\u002Fprocess.py",[116,156,165,174,196,221],{"skillNo":117,"name":118,"nameZh":6,"description":119,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":120,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":137,"publishedAt":44},"01M6F0B6XPQ65AX2X0DWK8KT3E","markitdown","Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.","MIT","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.codex\u002Fvendor_imports\u002Fclaude\u002Fmarketplaces\u002Fclaude-scientific-writer\u002Fskills\u002Fmarkitdown\u002FSKILL.md",[123,126,129,132],{"categoryNo":124,"categoryName":125,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000002","文档处理",{"categoryNo":127,"categoryName":128,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":130,"categoryName":131,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000004","电子表格",{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},"01JBSEEDCAT000000000000034","行政与办公人员","PROFESSION","适用职业",[118,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,25],"docx","PDF","pptx","xlsx","documents","csv","ocr","Audio","Bash","markdown","convert","read","write","edit","html","images","files","youtube",{"skillNo":157,"name":118,"nameZh":6,"description":119,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":120,"licenseFileUrl":6,"sourceHtmlUrl":158,"categories":159,"keywords":164,"publishedAt":44},"01M6F06SBHR9F0SDWE282Y8075","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.codex\u002Fvendor_imports\u002Fclaude\u002Fmarketplaces\u002Fclaude-scientific-writer\u002Fscientific_writer\u002F.claude\u002Fskills\u002Fmarkitdown\u002FSKILL.md",[160,161,162,163],{"categoryNo":124,"categoryName":125,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":127,"categoryName":128,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":130,"categoryName":131,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},[118,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,25],{"skillNo":166,"name":118,"nameZh":6,"description":119,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":120,"licenseFileUrl":6,"sourceHtmlUrl":167,"categories":168,"keywords":173,"publishedAt":44},"01M6F02D4R14EJAPBWVDF9J9VQ","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.codex\u002Fvendor_imports\u002Fclaude\u002Fmarketplaces\u002Fclaude-scientific-writer\u002F.claude\u002Fskills\u002Fmarkitdown\u002FSKILL.md",[169,170,171,172],{"categoryNo":124,"categoryName":125,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":127,"categoryName":128,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":130,"categoryName":131,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},[118,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,25],{"skillNo":175,"name":176,"nameZh":6,"description":177,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":120,"licenseFileUrl":6,"sourceHtmlUrl":178,"categories":179,"keywords":180,"publishedAt":44},"01M6F000KS6YB4MKS774G4R8ND","zarr-python","Chunked N-D arrays for cloud storage. Compressed arrays, parallel I\u002FO, S3\u002FGCS integration, NumPy\u002FDask\u002FXarray compatible, for large-scale scientific computing pipelines.","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.codex\u002Fvendor_imports\u002Fclaude\u002Fmarketplaces\u002Fclaude-scientific-skills\u002Fscientific-skills\u002Fzarr-python\u002FSKILL.md",[],[181,182,183,184,185,186,187,188,189,190,191,192,193,194,195],"python","zarr python","storage","integration","s3","gcs","cloud","dask","parallel","pipelines","arrays","numpy","scientific computing","scale","scientific",{"skillNo":197,"name":198,"nameZh":6,"description":199,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":120,"licenseFileUrl":6,"sourceHtmlUrl":200,"categories":201,"keywords":203,"publishedAt":44},"01M6EZZJWFXM1GR78KTW6J0DN8","what-if-oracle","Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like \"what if...\", \"what would happen if...\", \"what are the possibilities\", \"explore scenarios\", \"scenario analysis\", \"possibility space\", \"what could go wrong\", \"best case \u002F worst case\", \"risk analysis\", \"contingency planning\", \"strategic options\", or any question about uncertain futures. Also trigger when the user faces a fork-in-the-road decision, wants to stress-test an idea, or needs to think through consequences before committing.","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.codex\u002Fvendor_imports\u002Fclaude\u002Fmarketplaces\u002Fclaude-scientific-skills\u002Fscientific-skills\u002Fwhat-if-oracle\u002FSKILL.md",[202],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[204,205,206,207,208,209,210,211,40,212,213,149,150,214,215,216,217,218,219,220],"oracle","what if oracle","go","run","ux","futures","analysis","explore","branch","question","idea","exploration","options","stress-test","strategies","scenario","stress",{"skillNo":222,"name":223,"nameZh":6,"description":224,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":120,"licenseFileUrl":6,"sourceHtmlUrl":225,"categories":226,"keywords":237,"publishedAt":44},"01M6EZZCXAEB49RXGQCJX5E8GB","venue-templates","Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.","https:\u002F\u002Fgithub.com\u002Fhenriquescastilho\u002Fmy-claude\u002Fblob\u002Fmain\u002F.codex\u002Fvendor_imports\u002Fclaude\u002Fmarketplaces\u002Fclaude-scientific-skills\u002Fscientific-skills\u002Fvenue-templates\u002FSKILL.md",[227,230,233,234],{"categoryNo":228,"categoryName":229,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":231,"categoryName":232,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":235,"categoryName":236,"taxonomyType":135,"taxonomyTypeDesc":136},"01JBSEEDCAT000000000000036","内容创作者",[238,239,240,241,242,243,244,245,146,246,149,150,151,247,248,249,250,251,195,252],"templates","venue templates","research","guidelines","NeurIPS","ICML","LaTeX","science","access","proposals","Academic","requirements","formatting","journal","chi"]