[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M79FDH95REFEMVC8JDGBSM15":3,"skill-same:01M79FDH95REFEMVC8JDGBSM15":51},{"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":19,"linkOnly":20,"markdownContent":21,"markdownBody":22,"frontMatter":23,"refName":27,"commitSha":28,"skillDirectory":29,"forksCount":30,"repositoryHtmlUrl":31,"repositoryHomepageUrl":32,"ownerHtmlUrl":33,"ownerBlogUrl":34,"ownerDescription":35,"updatedAt":36,"install":37,"resources":50},"01M79FDH95REFEMVC8JDGBSM15","carbon-accounting-ghg-protocol",null,"Implement carbon footprint calculation engines and sustainability reporting according to the Greenhouse Gas (GHG) Protocol Corporate Standard. Calculate Scope 1 (direct fuel combustion, mobile emissions), Scope 2 (market-based and location-based electricity grids via eGRID\u002FDEFRA factors), and Scope 3 (value chain, travel, procurement). Trigger when building ESG compliance software, carbon calculators, or corporate sustainability ledgers.","hamzabellouch\u002Fagent-skills","hamzabellouch","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F237856042?v=4","01M79BRYW7XAMK3YDWQEMTWGWS","Hamza Bellouch","01M79BRYWXQV3JK2TGVTX8GN2A",8,"MIT","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FScience\u002FEnvironmental_and_Energy_Science\u002Fcarbon-accounting-ghg-protocol\u002FSKILL.md",[],[],"2026-11-15 14:19:17",false,"---\nname: carbon-accounting-ghg-protocol\nmetadata:\n  category: CleanTech Energy and ESG Tech\ndescription: Implement carbon footprint calculation engines and sustainability reporting according to the Greenhouse Gas (GHG) Protocol Corporate Standard. Calculate Scope 1 (direct fuel combustion, mobile emissions), Scope 2 (market-based and location-based electricity grids via eGRID\u002FDEFRA factors), and Scope 3 (value chain, travel, procurement). Trigger when building ESG compliance software, carbon calculators, or corporate sustainability ledgers.\ncompatibility: GHG Protocol Corporate Standard, ISO 14064-1, DEFRA\u002FEPA Emission Factors\n---\n\n# Carbon Accounting & GHG Protocol Skill Guide\n\nThis skill governs mathematical modeling, emission factor ingestion, and audit trail generation for enterprise carbon accounting engines compliant with the GHG Protocol.\n\n---\n\n## 1. Greenhouse Gas Scope Architecture\n\nThe GHG Protocol categorizes greenhouse gas emissions into three operational scopes:\n\n```text\n[ Global Corporate Boundary ]\n  |\n  |-- SCOPE 1 (Direct Emissions)\n  |   |-- Stationary combustion (boilers, natural gas)\n  |   +-- Mobile fleet combustion (gasoline\u002Fdiesel company vehicles)\n  |\n  |-- SCOPE 2 (Indirect Energy Emissions)\n  |   |-- Location-based: Regional grid average factor (eGRID \u002F IEA)\n  |   +-- Market-based: Supplier-specific contracts \u002F Renewable Energy Certificates (RECs)\n  |\n  +-- SCOPE 3 (Value Chain Indirect)\n      |-- Category 1: Purchased Goods and Services\n      |-- Category 6: Business Travel (flights, hotels)\n      +-- Category 7: Employee Commuting & Remote Work\n```\n\n---\n\n## 2. Production Code Implementation (Python)\n\n### A. Carbon Footprint Calculation Engine\n\n```python\nfrom decimal import Decimal\nfrom typing import Literal\nfrom pydantic import BaseModel\n\n\nclass EmissionFactor(BaseModel):\n    activity_unit: str  # e.g. \"kWh\", \"liter_diesel\", \"passenger_km\"\n    co2e_factor_kg: Decimal  # kg CO2e per activity unit\n    source: str  # e.g. \"EPA 2024\", \"DEFRA 2023\"\n\n\nclass ActivityRecord(BaseModel):\n    id: str\n    facility_id: str\n    scope: Literal[\"SCOPE_1\", \"SCOPE_2\", \"SCOPE_3\"]\n    activity_type: str\n    quantity: Decimal\n    unit: str\n\n\nclass CarbonLedgerEngine:\n    def __init__(self, factors: dict[str, EmissionFactor]):\n        self.factors = factors\n\n    def calculate_emission_kg(self, record: ActivityRecord) -> Decimal:\n        factor_key = f\"{record.activity_type}_{record.unit}\"\n        factor = self.factors.get(factor_key)\n\n        if not factor:\n            raise ValueError(f\"No emission factor found for {factor_key}\")\n\n        # Total kg CO2e = Activity Quantity * Emission Factor\n        co2e_kg = record.quantity * factor.co2e_factor_kg\n        return co2e_kg\n\n    def compute_facility_summary(self, records: list[ActivityRecord]) -> dict:\n        summary = {\n            \"scope_1_mt\": Decimal(\"0.0\"),\n            \"scope_2_mt\": Decimal(\"0.0\"),\n            \"scope_3_mt\": Decimal(\"0.0\"),\n            \"total_co2e_metric_tonnes\": Decimal(\"0.0\"),\n        }\n\n        for r in records:\n            kg = self.calculate_emission_kg(r)\n            metric_tonnes = kg \u002F Decimal(\"1000.0\")\n\n            if r.scope == \"SCOPE_1\":\n                summary[\"scope_1_mt\"] += metric_tonnes\n            elif r.scope == \"SCOPE_2\":\n                summary[\"scope_2_mt\"] += metric_tonnes\n            elif r.scope == \"SCOPE_3\":\n                summary[\"scope_3_mt\"] += metric_tonnes\n\n        summary[\"total_co2e_metric_tonnes\"] = (\n            summary[\"scope_1_mt\"] + summary[\"scope_2_mt\"] + summary[\"scope_3_mt\"]\n        )\n        return summary\n```\n\n---\n\n## 3. Best Practices & Audit Principles\n\n1. **Dual Scope 2 Reporting:** The GHG Protocol Scope 2 Guidance requires reporting both Location-Based (local regional grid factor) and Market-Based (incorporating PPA and REC instruments) emissions.\n2. **Global Warming Potential (GWP):** Standardize all calculations to 100-year GWP metrics from the IPCC Fifth (AR5) or Sixth (AR6) Assessment Report (e.g. $\\text{CH}_4 = 28$, $\\text{N}_2\\text{O} = 265$).\n3. **Immutability of Activity Feeds:** Store raw utility bills and fuel receipts with immutable digital hashes to withstand third-party financial and ESG assurance audits.\n","# Carbon Accounting & GHG Protocol Skill Guide\n\nThis skill governs mathematical modeling, emission factor ingestion, and audit trail generation for enterprise carbon accounting engines compliant with the GHG Protocol.\n\n---\n\n## 1. Greenhouse Gas Scope Architecture\n\nThe GHG Protocol categorizes greenhouse gas emissions into three operational scopes:\n\n```text\n[ Global Corporate Boundary ]\n  |\n  |-- SCOPE 1 (Direct Emissions)\n  |   |-- Stationary combustion (boilers, natural gas)\n  |   +-- Mobile fleet combustion (gasoline\u002Fdiesel company vehicles)\n  |\n  |-- SCOPE 2 (Indirect Energy Emissions)\n  |   |-- Location-based: Regional grid average factor (eGRID \u002F IEA)\n  |   +-- Market-based: Supplier-specific contracts \u002F Renewable Energy Certificates (RECs)\n  |\n  +-- SCOPE 3 (Value Chain Indirect)\n      |-- Category 1: Purchased Goods and Services\n      |-- Category 6: Business Travel (flights, hotels)\n      +-- Category 7: Employee Commuting & Remote Work\n```\n\n---\n\n## 2. Production Code Implementation (Python)\n\n### A. Carbon Footprint Calculation Engine\n\n```python\nfrom decimal import Decimal\nfrom typing import Literal\nfrom pydantic import BaseModel\n\n\nclass EmissionFactor(BaseModel):\n    activity_unit: str  # e.g. \"kWh\", \"liter_diesel\", \"passenger_km\"\n    co2e_factor_kg: Decimal  # kg CO2e per activity unit\n    source: str  # e.g. \"EPA 2024\", \"DEFRA 2023\"\n\n\nclass ActivityRecord(BaseModel):\n    id: str\n    facility_id: str\n    scope: Literal[\"SCOPE_1\", \"SCOPE_2\", \"SCOPE_3\"]\n    activity_type: str\n    quantity: Decimal\n    unit: str\n\n\nclass CarbonLedgerEngine:\n    def __init__(self, factors: dict[str, EmissionFactor]):\n        self.factors = factors\n\n    def calculate_emission_kg(self, record: ActivityRecord) -> Decimal:\n        factor_key = f\"{record.activity_type}_{record.unit}\"\n        factor = self.factors.get(factor_key)\n\n        if not factor:\n            raise ValueError(f\"No emission factor found for {factor_key}\")\n\n        # Total kg CO2e = Activity Quantity * Emission Factor\n        co2e_kg = record.quantity * factor.co2e_factor_kg\n        return co2e_kg\n\n    def compute_facility_summary(self, records: list[ActivityRecord]) -> dict:\n        summary = {\n            \"scope_1_mt\": Decimal(\"0.0\"),\n            \"scope_2_mt\": Decimal(\"0.0\"),\n            \"scope_3_mt\": Decimal(\"0.0\"),\n            \"total_co2e_metric_tonnes\": Decimal(\"0.0\"),\n        }\n\n        for r in records:\n            kg = self.calculate_emission_kg(r)\n            metric_tonnes = kg \u002F Decimal(\"1000.0\")\n\n            if r.scope == \"SCOPE_1\":\n                summary[\"scope_1_mt\"] += metric_tonnes\n            elif r.scope == \"SCOPE_2\":\n                summary[\"scope_2_mt\"] += metric_tonnes\n            elif r.scope == \"SCOPE_3\":\n                summary[\"scope_3_mt\"] += metric_tonnes\n\n        summary[\"total_co2e_metric_tonnes\"] = (\n            summary[\"scope_1_mt\"] + summary[\"scope_2_mt\"] + summary[\"scope_3_mt\"]\n        )\n        return summary\n```\n\n---\n\n## 3. Best Practices & Audit Principles\n\n1. **Dual Scope 2 Reporting:** The GHG Protocol Scope 2 Guidance requires reporting both Location-Based (local regional grid factor) and Market-Based (incorporating PPA and REC instruments) emissions.\n2. **Global Warming Potential (GWP):** Standardize all calculations to 100-year GWP metrics from the IPCC Fifth (AR5) or Sixth (AR6) Assessment Report (e.g. $\\text{CH}_4 = 28$, $\\text{N}_2\\text{O} = 265$).\n3. **Immutability of Activity Feeds:** Store raw utility bills and fuel receipts with immutable digital hashes to withstand third-party financial and ESG assurance audits.\n",{"name":5,"metadata":24,"description":7,"compatibility":26},{"category":25},"CleanTech Energy and ESG Tech","GHG Protocol Corporate Standard, ISO 14064-1, DEFRA\u002FEPA Emission Factors","main","e905af21e5f1e1c3ca605e9656c3a7930360a84e","Science\u002FEnvironmental_and_Energy_Science\u002Fcarbon-accounting-ghg-protocol",1,"https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills","https:\u002F\u002Fhamzabellouch.github.io\u002F","https:\u002F\u002Fgithub.com\u002Fhamzabellouch","hamzabellouch.github.io","CEO & Founder of @tknoglobal | Researcher in Technology & Applied Sciences.","2026-10-17 03:20:19",{"source":8,"skillName":5,"commands":38,"prompt":48,"zipAvailable":49},[39,42,45],{"tool":40,"command":41},"npx","npx skills add hamzabellouch\u002Fagent-skills --skill carbon-accounting-ghg-protocol",{"tool":43,"command":44},"bunx","bunx skills add hamzabellouch\u002Fagent-skills --skill carbon-accounting-ghg-protocol",{"tool":46,"command":47},"pnpm","pnpm dlx skills add hamzabellouch\u002Fagent-skills --skill carbon-accounting-ghg-protocol","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FScience\u002FEnvironmental_and_Energy_Science\u002Fcarbon-accounting-ghg-protocol\u002FSKILL.md",true,[],[52,59,66,73,80,87],{"skillNo":53,"name":54,"nameZh":6,"description":55,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":56,"categories":57,"keywords":58,"publishedAt":19},"01M79FHH2H815A9TAP6WNKH4Q8","security-audit","Comprehensive security guidance, source code audit, vulnerability assessment, and penetration test review for codebases, APIs, microservices, CLI tools, libraries, and LLM-backed applications. Triggers on requests to audit a codebase, conduct security reviews, find vulnerabilities or flaws, pen-test source code, or when the user asks in Arabic (فحص أمني، تدقيق الكود أمنياً، مراجعة الثغرات، فحص أمان المشروع). Supports Guidance mode (focused review) and Full Audit mode (deterministic 6-phase harness).","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FSecurity\u002FSecurity_Audit_and_Code_Review\u002Fsecurity-audit\u002FSKILL.md",[],[],{"skillNo":60,"name":61,"nameZh":6,"description":62,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":63,"categories":64,"keywords":65,"publishedAt":19},"01M79FHBGXVBY6VQ1X7ETAZMF1","malware-analysis-reversing","Production malware analysis workflows, reverse engineering methodologies, isolated sandbox triage, static\u002Fdynamic binary analysis, memory forensics, and YARA detection rule authoring.","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FSecurity\u002FOffensive_Security_and_Pentesting\u002Fmalware-analysis-reversing\u002FSKILL.md",[],[],{"skillNo":67,"name":68,"nameZh":6,"description":69,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":70,"categories":71,"keywords":72,"publishedAt":19},"01M79FH6EACDR801TZCE4R8SAC","application-security-pentesting","Production Application Security (AppSec) standards, OWASP Top 10 vulnerability remediation, SAST\u002FDAST pipeline integration, secure code review, threat modeling, and defensive security posture.","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FSecurity\u002FOffensive_Security_and_Pentesting\u002Fapplication-security-pentesting\u002FSKILL.md",[],[],{"skillNo":74,"name":75,"nameZh":6,"description":76,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":77,"categories":78,"keywords":79,"publishedAt":19},"01M79FH0VKVT44FK923K520ZQA","oauth2-oidc-security-flows","Implement enterprise OAuth 2.1 and OpenID Connect (OIDC) authorization code flow with Proof Key for Code Exchange (PKCE), state and nonce verification, refresh token rotation, token revocation, and centralized IdP federation (Keycloak, Auth0, Okta). Trigger when building secure authentication, single sign-on (SSO), or third-party delegated authorization.","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FSecurity\u002FIdentity_and_Access_Management_IAM\u002Foauth2-oidc-security-flows\u002FSKILL.md",[],[],{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":86,"publishedAt":19},"01M79FGVVB3R4T88XXD8FRSV5B","jwt-session-management-hardening","Harden JWT-based authentication and session lifecycles using asymmetric signing (RS256\u002FEdDSA), JWKS rotation, strict claims validation, Redis-backed sliding window sessions, revocation lists, and secure HttpOnly cookie storage. Trigger when implementing token validation, session revocation, or hardening API authentication.","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FSecurity\u002FIdentity_and_Access_Management_IAM\u002Fjwt-session-management-hardening\u002FSKILL.md",[],[],{"skillNo":88,"name":89,"nameZh":6,"description":90,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":91,"categories":92,"keywords":93,"publishedAt":19},"01M79FGNCPZ85CVEY0B3NE4H3B","soc2-compliance-automation","Best practices for implementing SOC 2 Type II compliance controls, continuous evidence collection, infrastructure policy-as-code, and automated security monitoring. Use when automating Trust Services Criteria (Security, Availability, Confidentiality, Processing Integrity, Privacy), audit logging, IAM least privilege, or CI\u002FCD security gates.","https:\u002F\u002Fgithub.com\u002Fhamzabellouch\u002Fagent-skills\u002Fblob\u002Fmain\u002FSecurity\u002FGovernance_Compliance_and_Legal_Tech\u002Fsoc2-compliance-automation\u002FSKILL.md",[],[]]