Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Tools Description An account of the resource 道具・機器・ソフトの操作法を整理するコレクション。写真や図解を含め、実践の補助資料とする。 Subject The topic of the resource Tools Manuals How-to Language A language of the resource ja en Rights Information about rights held in and over the resource メタデータ: CC BY 4.0。資料は各所蔵・公開規約に従う。 Publisher An entity responsible for making the resource available unjuno’s Research Library Date A point or period of time associated with an event in the lifecycle of the resource 2025-09-05 Creator An entity primarily responsible for making the resource unjuno Source A related resource from which the described resource is derived 機材マニュアル 操作手順書 Relation A related resource Methods Engineering AdminGuidelines Identifier An unambiguous reference to the resource within a given context COL-Tools Tool 本コレクションは、研究ツール・分析ツール・測定機器を体系的に記録し、ツールの比較と選択を支援することを目的とする。 Feedback 感想・コメント・所感。自由記述で入力してください。HTMLタグも使用可能です。 <h3>01 Cursor / Agent / MCP / PromptOps</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[01] 12 Factor Agents - HumanLayer</span><br /><span>https://www.humanlayer.dev/12-factor-agents</span><br /><br /><span>[01] [Cursor] @Docs</span><br /><span>https://cursor.com/docs/agent/prompting</span><br /><br /><span>[01] [Cursor] Agent / Modes</span><br /><span>https://cursor.com/docs/agent/overview</span><br /><br /><span>[01] [Cursor] MCP</span><br /><span>https://cursor.com/docs/mcp</span><br /><br /><span>[01] [Cursor] Rules</span><br /><span>https://cursor.com/docs/rules</span><br /><br /><span>[01] [Cursor] Tools</span><br /><span>https://cursor.com/docs/agent/overview#tools</span><br /><br /><span>[01] [MCP] Resources</span><br /><span>https://modelcontextprotocol.io/specification/2025-11-25/server/resources</span><br /><br /><span>[01] [MCP] Roots</span><br /><span>https://modelcontextprotocol.io/specification/2025-11-25/client/roots</span><br /><br /><span>[01] [MCP] Tools</span><br /><span>https://modelcontextprotocol.io/specification/2025-11-25/server/tools</span><br /><br /><span>[01] [PromptOps] Anthropic Prompt Engineering Overview</span><br /><span>https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview</span><br /><br /><span>[01] [PromptOps] OpenAI Prompt Engineering Best Practices</span><br /><span>https://help.openai.com/en/articles/10032626-prompt-engineering-best-practices-for-chatgpt</span><br /><br /><span>[01] Effective Agents - Anthropic</span><br /><span>https://www.anthropic.com/research/building-effective-agents</span><br /><br /><span>[01] Subagents - Claude Docs</span><br /><span>https://docs.claude.com/en/docs/claude-code/subagents</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>02 Requirements / API / Documentation</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[02] [Git] Conventional Commits</span><br /><span>https://www.conventionalcommits.org/</span><br /><br /><span>[02] Agile Delivery - GOV.UK Core Principles</span><br /><span>https://www.gov.uk/service-manual/agile-delivery/core-principles-agile</span><br /><br /><span>[02] API Design Guide - Google</span><br /><span>https://cloud.google.com/apis/design</span><br /><br /><span>[02] AsyncAPI Specification</span><br /><span>https://www.asyncapi.com/docs/reference/specification/v3.0.0</span><br /><br /><span>[02] Documentation Framework - Diátaxis</span><br /><span>https://diataxis.fr/</span><br /><br /><span>[02] Google Developer Documentation Style Guide</span><br /><span>https://developers.google.com/style/</span><br /><br /><span>[02] ISO/IEC/IEEE 29148 Requirements Engineering</span><br /><span>https://www.iso.org/standard/72089.html</span><br /><br /><span>[02] JSON Schema Validation</span><br /><span>https://json-schema.org/draft/2020-12/json-schema-validation</span><br /><br /><span>[02] OpenAPI Learn</span><br /><span>https://learn.openapis.org/introduction.html</span><br /><br /><span>[02] Plain Language - CDC</span><br /><span>https://www.cdc.gov/health-literacy/php/develop-materials/plain-language.html</span><br /><br /><span>[02] Requirement Keywords - RFC 2119</span><br /><span>https://www.rfc-editor.org/rfc/rfc2119</span><br /><br /><span>[02] Requirement Keywords - RFC 8174</span><br /><span>https://www.rfc-editor.org/rfc/rfc8174.html</span><br /><br /><span>[02] REST API Guidelines - Microsoft</span><br /><span>https://github.com/microsoft/api-guidelines</span><br /><br /><span>[02] Semantic Versioning</span><br /><span>https://semver.org/</span><br /><br /><span>[02] Web API Design - Heroku</span><br /><span>https://github.com/interagent/http-api-design</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>03 Software Architecture / Code Quality</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[03] AHA Programming Principle</span><br /><span>https://kentcdodds.com/blog/aha-programming</span><br /><br /><span>[03] Architecture Decision Records - MIT</span><br /><span>https://mitlibraries.github.io/guides/misc/adr.html</span><br /><br /><span>[03] Architecture Diagrams - C4 Model</span><br /><span>https://c4model.com/</span><br /><br /><span>[03] Architecture Principles - Microsoft</span><br /><span>https://learn.microsoft.com/en-us/dotnet/architecture/modern-web-apps-azure/architectural-principles</span><br /><br /><span>[03] Brooks's Law</span><br /><span>https://en.wikipedia.org/wiki/Brooks%27s_law</span><br /><br /><span>[03] Code Smells - Refactoring.Guru</span><br /><span>https://refactoring.guru/refactoring/smells</span><br /><br /><span>[03] Composition over Inheritance - Wikipedia</span><br /><span>https://en.wikipedia.org/wiki/Composition_over_inheritance</span><br /><br /><span>[03] Conway's Law - Mel Conway</span><br /><span>https://www.melconway.com/Home/Conways_Law.html</span><br /><br /><span>[03] Dependency Injection - Martin Fowler</span><br /><span>https://martinfowler.com/articles/injection.html</span><br /><br /><span>[03] Domain-Driven Design Reference - Eric Evans</span><br /><span>https://www.domainlanguage.com/ddd/reference/</span><br /><br /><span>[03] DRY Principle - DevIQ</span><br /><span>https://deviq.com/principles/dont-repeat-yourself</span><br /><br /><span>[03] Gall's Law</span><br /><span>https://en.wikipedia.org/wiki/John_Gall_%28author%29#Gall's_law</span><br /><br /><span>[03] Google Engineering Practices - Code Review</span><br /><span>https://google.github.io/eng-practices/review/</span><br /><br /><span>[03] Google Style Guides</span><br /><span>https://google.github.io/styleguide/</span><br /><br /><span>[03] High Cohesion and Low Coupling - Wikipedia</span><br /><span>https://en.wikipedia.org/wiki/Coupling_(computer_programming)</span><br /><br /><span>[03] Hyrum's Law</span><br /><span>https://www.hyrumslaw.com/</span><br /><br /><span>[03] Inversion of Control - Martin Fowler</span><br /><span>https://martinfowler.com/bliki/InversionOfControl.html</span><br /><br /><span>[03] KISS Principle - DevIQ</span><br /><span>https://deviq.com/principles/keep-it-simple-stupid</span><br /><br /><span>[03] Law of Demeter - DevIQ</span><br /><span>https://deviq.com/principles/law-of-demeter</span><br /><br /><span>[03] Lehman's Laws of Software Evolution</span><br /><span>https://en.wikipedia.org/wiki/Lehman%27s_laws_of_software_evolution</span><br /><br /><span>[03] Make It Work, Make It Right, Make It Fast</span><br /><span>https://wiki.c2.com/?MakeItWorkMakeItRightMakeItFast</span><br /><br /><span>[03] Out of the Tar Pit</span><br /><span>http://curtclifton.net/papers/MoseleyMarks06a.pdf</span><br /><br /><span>[03] Premature Optimization - Knuth Quote Context</span><br /><span>https://wiki.c2.com/?PrematureOptimization</span><br /><br /><span>[03] Programming Principles - webpro</span><br /><span>https://github.com/webpro/programming-principles</span><br /><br /><span>[03] Robustness Principle - Wikipedia</span><br /><span>https://en.wikipedia.org/wiki/Robustness_principle</span><br /><br /><span>[03] Separation of Concerns - Wikipedia</span><br /><span>https://en.wikipedia.org/wiki/Separation_of_concerns</span><br /><br /><span>[03] Seven Principles of Software Development - C2 Wiki</span><br /><span>https://c2.com/cgi/wiki?SevenPrinciplesOfSoftwareDevelopment=</span><br /><br /><span>[03] Software Design Principles - Principles Wiki</span><br /><span>https://www.principles-wiki.net/</span><br /><br /><span>[03] Software Engineering Principles - Principles.dev</span><br /><span>https://principles.dev/</span><br /><br /><span>[03] SOLID Principles (Overview) - Microsoft</span><br /><span>https://learn.microsoft.com/en-us/dotnet/architecture/microservices/microservice-ddd-cqrs-patterns/architectural-principles</span><br /><br /><span>[03] The Boy Scout Rule - DevIQ</span><br /><span>https://deviq.com/principles/boy-scout-rule</span><br /><br /><span>[03] The Law of Leaky Abstractions - Joel Spolsky</span><br /><span>https://www.joelonsoftware.com/2002/11/11/the-law-of-leaky-abstractions/</span><br /><br /><span>[03] Twelve-Factor App</span><br /><span>https://12factor.net/</span><br /><br /><span>[03] Unix Philosophy - Wikipedia</span><br /><span>https://en.wikipedia.org/wiki/Unix_philosophy</span><br /><br /><span>[03] Worse is Better - MIT</span><br /><span>https://www.dreamsongs.com/WorseIsBetter.html</span><br /><br /><span>[03] YAGNI - Martin Fowler</span><br /><span>https://martinfowler.com/bliki/Yagni.html</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>04 Testing / Verification / Formal Methods</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[04] [Testing] Hypothesis Property-Based Testing</span><br /><span>https://hypothesis.readthedocs.io/</span><br /><br /><span>[04] [Testing] Stryker Mutation Testing</span><br /><span>https://stryker-mutator.io/docs/</span><br /><br /><span>[04] Abstract Interpretation</span><br /><span>https://doi.org/10.1145/512950.512973</span><br /><br /><span>[04] Alloy Analyzer</span><br /><span>https://alloytools.org/</span><br /><br /><span>[04] Behavior-Driven Development - Cucumber</span><br /><span>https://cucumber.io/docs/bdd/</span><br /><br /><span>[04] Definition of Done - Scrum.org</span><br /><span>https://www.scrum.org/resources/definition-done</span><br /><br /><span>[04] Design by Contract</span><br /><span>https://se.ethz.ch/~meyer/publications/computer/contract.pdf</span><br /><br /><span>[04] Differential Testing</span><br /><span>https://doi.org/10.1145/24039.24048</span><br /><br /><span>[04] Hoare Logic</span><br /><span>https://doi.org/10.1145/363235.363259</span><br /><br /><span>[04] Metamorphic Testing</span><br /><span>https://doi.org/10.1109/SESS.2009.5069055</span><br /><br /><span>[04] Model Checking - Clarke, Emerson, Sifakis</span><br /><span>https://doi.org/10.1145/1592434.1592436</span><br /><br /><span>[04] Models &amp; Simulations - NASA STD 7009</span><br /><span>https://standards.nasa.gov/standard/NASA/NASA-STD-7009</span><br /><br /><span>[04] OWASP Web Security Testing Guide</span><br /><span>https://owasp.org/www-project-web-security-testing-guide</span><br /><br /><span>[04] Specifying Concurrent Systems with TLA+</span><br /><span>https://lamport.org/pubs/lamport-spec-tla-plus.pdf</span><br /><br /><span>[04] Test-Driven Development - Agile Alliance</span><br /><span>https://agilealliance.org/glossary/tdd/</span><br /><br /><span>[04] Testing Strategy - Practical Test Pyramid</span><br /><span>https://martinfowler.com/articles/practical-test-pyramid.html</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>05 Security / Privacy / Supply Chain</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[05] [Supply Chain] CycloneDX SBOM</span><br /><span>https://cyclonedx.org/capabilities/</span><br /><br /><span>[05] [Supply Chain] OpenSSF Scorecard</span><br /><span>https://openssf.org/projects/scorecard/</span><br /><br /><span>[05] Application Security - OWASP Cheat Sheets</span><br /><span>https://owasp.org/www-project-cheat-sheets/</span><br /><br /><span>[05] C-SCRM - NIST SP 800-161</span><br /><span>https://csrc.nist.gov/pubs/sp/800/161/r1/upd1/final</span><br /><br /><span>[05] CIS Controls</span><br /><span>https://www.cisecurity.org/controls</span><br /><br /><span>[05] Defense in Depth</span><br /><span>https://en.wikipedia.org/wiki/Defense_in_depth_(computing)</span><br /><br /><span>[05] LLM Security - OWASP Top 10 for LLM Apps</span><br /><span>https://owasp.org/www-project-top-10-for-large-language-model-applications</span><br /><br /><span>[05] MITRE ATT&amp;CK</span><br /><span>https://attack.mitre.org/</span><br /><br /><span>[05] NIST Secure Software Development Framework</span><br /><span>https://csrc.nist.gov/pubs/sp/800/218/final</span><br /><br /><span>[05] OWASP ASVS</span><br /><span>https://owasp.org/www-project-application-security-verification-standard/</span><br /><br /><span>[05] Privacy by Design</span><br /><span>https://www.ipc.on.ca/en/resources-and-decisions/privacy-by-design</span><br /><br /><span>[05] Privacy Framework - NIST</span><br /><span>https://www.nist.gov/privacy-framework</span><br /><br /><span>[05] Secure by Design - CISA</span><br /><span>https://www.cisa.gov/resources-tools/resources/secure-by-design</span><br /><br /><span>[05] Security Principles of Saltzer and Schroeder</span><br /><span>https://shostack.org/blog/the-security-principles-of-saltzer-and-schroeder</span><br /><br /><span>[05] SLSA - Supply-chain Levels for Software Artifacts</span><br /><span>https://slsa.dev/</span><br /><br /><span>[05] STRIDE Threat Modeling</span><br /><span>https://learn.microsoft.com/en-us/azure/security/develop/threat-modeling-tool-threats</span><br /><br /><span>[05] Threat Modeling - OWASP</span><br /><span>https://owasp.org/www-project-threat-modeling/</span><br /><br /><span>[05] Zero Trust Architecture - NIST SP 800-207</span><br /><span>https://csrc.nist.gov/pubs/sp/800/207/final</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div>[05] NIST Cybersecurity Framework 2.0<br />https://www.nist.gov/publications/nist-cybersecurity-framework-csf-20<br /><br />[05] NIST SP 800-61r3 - Incident Response Recommendations<br />https://csrc.nist.gov/pubs/sp/800/61/r3/final<br /><br />[05] CISA Known Exploited Vulnerabilities Catalog<br />https://www.cisa.gov/known-exploited-vulnerabilities-catalog<br /><br />[05] OWASP SAMM - Software Assurance Maturity Model<br />https://owasp.org/www-project-samm/<br /><br />[05] CVSS v4.0 Specification - FIRST<br />https://www.first.org/cvss/v4-0/specification-document<br /><br /><br /></div> </div> </div> </div> </div> <hr /> <h3>06 SRE / Operations / Performance</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[06] [DevOps] DORA Continuous Delivery</span><br /><span>https://dora.dev/capabilities/continuous-delivery/</span><br /><br /><span>[06] Amdahl's Law - HPC Wiki</span><br /><span>https://hpc-wiki.info/hpc/Amdahl%27s_Law</span><br /><br /><span>[06] AWS Caching Patterns</span><br /><span>https://docs.aws.amazon.com/whitepapers/latest/database-caching-strategies-using-redis/caching-patterns.html</span><br /><br /><span>[06] Azure Cloud Design Patterns</span><br /><span>https://learn.microsoft.com/azure/architecture/patterns</span><br /><br /><span>[06] Backpressure - Reactive Manifesto</span><br /><span>https://www.reactivemanifesto.org/glossary#Back-Pressure</span><br /><br /><span>[06] Cache-Aside Pattern - Azure</span><br /><span>https://learn.microsoft.com/en-us/azure/architecture/patterns/cache-aside</span><br /><br /><span>[06] CAP Theorem - Gilbert &amp; Lynch</span><br /><span>https://doi.org/10.1109/MC.2011.389</span><br /><br /><span>[06] Chaos Engineering Principles</span><br /><span>https://principlesofchaos.org/</span><br /><br /><span>[06] Circuit Breaker - Martin Fowler</span><br /><span>https://martinfowler.com/bliki/CircuitBreaker</span><br /><br /><span>[06] Cloud Bulkhead Pattern - Azure</span><br /><span>https://learn.microsoft.com/en-us/azure/architecture/patterns/bulkhead</span><br /><br /><span>[06] CUDA Memory Hierarchy - NVIDIA</span><br /><span>https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html</span><br /><br /><span>[06] FinOps Framework</span><br /><span>https://www.finops.org/framework/</span><br /><br /><span>[06] FLP Impossibility</span><br /><span>https://doi.org/10.1145/3149.214121</span><br /><br /><span>[06] Intel 64 and IA-32 Optimization Reference Manual</span><br /><span>https://www.intel.com/content/www/us/en/developer/articles/technical/intel64-and-ia32-architectures-optimization.html</span><br /><br /><span>[06] Kubernetes Resource Management</span><br /><span>https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/</span><br /><br /><span>[06] Log Management - NIST SP 800-92</span><br /><span>https://csrc.nist.gov/pubs/sp/800/92/final</span><br /><br /><span>[06] Logging Cheat Sheet - OWASP</span><br /><span>https://cheatsheetseries.owasp.org/cheatsheets/Logging_Cheat_Sheet.html</span><br /><br /><span>[06] Monitoring Distributed Systems - Google SRE Golden Signals</span><br /><span>https://sre.google/sre-book/monitoring-distributed-systems/</span><br /><br /><span>[06] OpenTelemetry Documentation</span><br /><span>https://opentelemetry.io/docs/</span><br /><br /><span>[06] OpenTelemetry Observability Primer</span><br /><span>https://opentelemetry.io/docs/concepts/observability-primer/</span><br /><br /><span>[06] Performance Efficiency - AWS Well-Architected</span><br /><span>https://docs.aws.amazon.com/wellarchitected/latest/framework/a-performance-efficiency.html</span><br /><br /><span>[06] Performance Efficiency - Azure Well-Architected</span><br /><span>https://learn.microsoft.com/en-gb/azure/architecture/performance/</span><br /><br /><span>[06] Postmortem Culture - Google SRE</span><br /><span>https://sre.google/sre-book/postmortem-culture/</span><br /><br /><span>[06] Raft Consensus</span><br /><span>https://raft.github.io/raft.pdf</span><br /><br /><span>[06] Service Reliability - Google SRE SLO</span><br /><span>https://sre.google/sre-book/service-level-objectives/</span><br /><br /><span>[06] Universal Scalability Law - Performance Dynamics</span><br /><span>https://www.perfdynamics.com/Manifesto/USLscalability.html</span><br /><br /><span>[06] USE Method - Brendan Gregg</span><br /><span>https://www.brendangregg.com/usemethod.html</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>07 UX / Accessibility / SEO / Human Factors</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[07] [Accessibility] WCAG 2 Overview</span><br /><span>https://www.w3.org/WAI/standards-guidelines/wcag/</span><br /><br /><span>[07] [Accessibility] WCAG 2.2</span><br /><span>https://www.w3.org/TR/wcag/</span><br /><br /><span>[07] Accessibility Checklist - A11Y Project</span><br /><span>https://www.a11yproject.com/checklist/</span><br /><br /><span>[07] Core Web Vitals - Google</span><br /><span>https://web.dev/articles/vitals</span><br /><br /><span>[07] Design - Humane by Design</span><br /><span>https://humanebydesign.com/principles</span><br /><br /><span>[07] Design Principles - Principles.design</span><br /><span>https://principles.design/</span><br /><br /><span>[07] Double Diamond - Design Council</span><br /><span>https://www.designcouncil.org.uk/our-resources/the-double-diamond/</span><br /><br /><span>[07] Google SEO Starter Guide</span><br /><span>https://developers.google.com/search/docs/fundamentals/seo-starter-guide</span><br /><br /><span>[07] Google Search Essentials</span><br /><span>https://developers.google.com/search/docs/essentials</span><br /><br /><span>[07] Helpful, Reliable, People-First Content</span><br /><span>https://developers.google.com/search/docs/fundamentals/creating-helpful-content</span><br /><br /><span>[07] Heuristics - Nielsen Norman Group</span><br /><span>https://www.nngroup.com/articles/ten-usability-heuristics/</span><br /><br /><span>[07] Human Factors Design Standard - FAA</span><br /><span>https://hf.tc.faa.gov/hfds/</span><br /><br /><span>[07] Human Integration Design Handbook - NASA</span><br /><span>https://www.nasa.gov/human-integration-design-handbook/</span><br /><br /><span>[07] Human-Centered AI - NIST</span><br /><span>https://www.nist.gov/programs-projects/human-centered-ai</span><br /><br /><span>[07] Human-Centered Design - NIST</span><br /><span>https://www.nist.gov/itl/iad/visualization-and-usability-group/human-factors-human-centered-design</span><br /><br /><span>[07] ISO 9241-110 Interaction Principles</span><br /><span>https://www.iso.org/standard/75258.html</span><br /><br /><span>[07] Jobs To Be Done</span><br /><span>https://hbr.org/2016/09/know-your-customers-jobs-to-be-done</span><br /><br /><span>[07] MDN HTTP</span><br /><span>https://developer.mozilla.org/en-US/docs/Web/HTTP</span><br /><br /><span>[07] NASA Human Systems Integration Handbook</span><br /><span>https://ntrs.nasa.gov/citations/20210010952</span><br /><br /><span>[07] Progressive Enhancement - MDN</span><br /><span>https://developer.mozilla.org/en-US/docs/Glossary/Progressive_Enhancement</span><br /><br /><span>[07] Resilient Web Design</span><br /><span>https://resilientwebdesign.com/</span><br /><br /><span>[07] Structured Data Introduction</span><br /><span>https://developers.google.com/search/docs/appearance/structured-data/intro-structured-data</span><br /><br /><span>[07] UX Principles - Laws of UX</span><br /><span>https://lawsofux.com/</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div>[07] [Accessibility] WCAG 3.0 - Draft / Tracking Only<br />https://www.w3.org/TR/wcag-3.0/<br /><br />[07] [Accessibility] Requirements for WCAG 3.0 - Draft / Tracking Only<br />https://www.w3.org/TR/wcag-3.0-requirements/</div> </div> </div> </div> </div> <hr /> <h3>08 Research / Statistics / Measurement</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[08] Bayesian Epistemology - Stanford Encyclopedia</span><br /><span>https://plato.stanford.edu/entries/epistemology-bayesian/</span><br /><br /><span>[08] Bayes’ Theorem - Stanford Encyclopedia</span><br /><span>https://seop.illc.uva.nl/entries/bayes-theorem/</span><br /><br /><span>[08] Belmont Report - HHS</span><br /><span>https://www.hhs.gov/ohrp/regulations-and-policy/belmont-report/index.html</span><br /><br /><span>[08] Causality - Brave and True</span><br /><span>https://matheusfacure.github.io/python-causality-handbook/landing-page.html</span><br /><br /><span>[08] Construct Validity - Cronbach &amp; Meehl</span><br /><span>https://doi.org/10.1037/h0056932</span><br /><br /><span>[08] Data Visualization - Purdue OWL</span><br /><span>https://owl.purdue.edu/owl/general_writing/visual_rhetoric/data_visualization/index.html</span><br /><br /><span>[08] FAIR Data Principles - Nature Scientific Data</span><br /><span>https://www.nature.com/articles/sdata201618</span><br /><br /><span>[08] IMRaD Report Writing - GMU</span><br /><span>https://writingcenter.gmu.edu/writing-resources/imrad/writing-an-imrad-report</span><br /><br /><span>[08] Inter-Rater Reliability - Cohen's Kappa</span><br /><span>https://doi.org/10.1177/001316446002000104</span><br /><br /><span>[08] Item Response Theory - Rasch Model</span><br /><span>https://www.rasch.org/rmt/rmt91n.htm</span><br /><br /><span>[08] NIST Measurement Uncertainty</span><br /><span>https://www.nist.gov/statistical-engineering-division/measurement-uncertainty</span><br /><br /><span>[08] Preregistration - OSF</span><br /><span>https://help.osf.io/article/410-registration-files</span><br /><br /><span>[08] Reference Class Forecasting - Flyvbjerg</span><br /><span>https://doi.org/10.1080/09654310701747936</span><br /><br /><span>[08] Research Reproducibility - The Turing Way</span><br /><span>https://book.the-turing-way.org/reproducible-research/reproducible-research/</span><br /><br /><span>[08] Responsible Research - National Academies</span><br /><span>https://nap.nationalacademies.org/catalog/12192/on-being-a-scientist-a-guide-to-responsible-conduct-in</span><br /><br /><span>[08] Science Method - Berkeley</span><br /><span>https://undsci.berkeley.edu/understanding-science-101/how-science-works/</span><br /><br /><span>[08] Sequential Analysis - Wald</span><br /><span>https://doi.org/10.1214/aoms/1177731118</span><br /><br /><span>[08] SI Dimensions and Quantities - NIST SP 811 Chapter 7</span><br /><span>https://www.nist.gov/pml/special-publication-811/nist-guide-si-chapter-7-rules-and-style-conventions-expressing-values</span><br /><br /><span>[08] SI Units - NIST</span><br /><span>https://www.nist.gov/pml/weights-and-measures/metric-si/si-units</span><br /><br /><span>[08] Source Evaluation - SIFT Method</span><br /><span>https://libguides.ucmerced.edu/news/evaluation/sift-method</span><br /><br /><span>[08] Statistical Power Analysis - Cohen</span><br /><span>https://doi.org/10.1037/0033-2909.112.1.155</span><br /><br /><span>[08] Statistics &amp; Measurement - NIST</span><br /><span>https://www.itl.nist.gov/div898/handbook/</span><br /><br /><span>[08] Synthesis - Purdue OWL</span><br /><span>https://owl.purdue.edu/owl/research_and_citation/conducting_research/research_overview/synthesizing_sources.html</span><br /><br /><span>[08] Validity Framework - Messick</span><br /><span>https://doi.org/10.3102/0013189X018002005</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>09 AI Risk / Evaluation / Data</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[09] Adversarial Examples</span><br /><span>https://arxiv.org/abs/1412.6572</span><br /><br /><span>[09] AI Risk Management - NIST AI RMF</span><br /><span>https://www.nist.gov/itl/ai-risk-management-framework</span><br /><br /><span>[09] AI RMF Playbook - NIST</span><br /><span>https://www.nist.gov/itl/ai-risk-management-framework/nist-ai-rmf-playbook</span><br /><br /><span>[09] Calibration of Modern Neural Networks</span><br /><span>https://arxiv.org/abs/1706.04599</span><br /><br /><span>[09] Concrete Problems in AI Safety - Amodei et al.</span><br /><span>https://arxiv.org/abs/1606.06565</span><br /><br /><span>[09] Data Leakage in Machine Learning</span><br /><span>https://doi.org/10.1145/3531146.3533235</span><br /><br /><span>[09] Dataset Cards</span><br /><span>https://doi.org/10.1145/3491102.3501951</span><br /><br /><span>[09] Datasheets for Datasets</span><br /><span>https://doi.org/10.1145/3458723</span><br /><br /><span>[09] Distribution Shift - WILDS Benchmark</span><br /><span>https://arxiv.org/abs/2012.07421</span><br /><br /><span>[09] Generative AI Risk - NIST AI 600-1</span><br /><span>https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence</span><br /><br /><span>[09] Model Cards - Hugging Face</span><br /><span>https://huggingface.co/docs/hub/model-card-annotated</span><br /><br /><span>[09] Red Teaming Language Models</span><br /><span>https://arxiv.org/abs/2202.03286</span><br /><br /><span>[09] Reward Hacking in Reinforcement Learning</span><br /><span>https://arxiv.org/abs/2206.01862</span><br /><br /><span>[09] Specification Gaming - DeepMind</span><br /><span>https://deepmind.google/discover/blog/specification-gaming-the-flip-side-of-ai-ingenuity/</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>10 Systems / Decision / Risk</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[10] Abduction - Stanford Encyclopedia</span><br /><span>https://plato.stanford.edu/entries/abduction/</span><br /><br /><span>[10] After Action Review - NWCG</span><br /><span>https://www.nwcg.gov/wfldp/toolbox/aars</span><br /><br /><span>[10] Analysis of Competing Hypotheses - CIA / CSI</span><br /><span>https://www.cia.gov/resources/csi/books-monographs/psychology-of-intelligence-analysis-2/</span><br /><br /><span>[10] Applied Critical Thinking / Red Team Handbook</span><br /><span>https://rdl.train.army.mil/catalog-ws/view/arimcpii/downloads/Red_Team_Handbook_v9.pdf</span><br /><br /><span>[10] Argument Mapping - Monash</span><br /><span>https://www.monash.edu/student-academic-success/enhance-your-thinking/critical-thinking/create-argument/structure-your-argument</span><br /><br /><span>[10] Black Swan Theory</span><br /><span>https://en.wikipedia.org/wiki/Black_swan_theory</span><br /><br /><span>[10] Bowtie Method - Barrier Based Risk Management</span><br /><span>https://www.wolterskluwer.com/en/solutions/enablon/bowtie/expert-insights/barrier-based-risk-management-knowledge-base/the-bowtie-method</span><br /><br /><span>[10] Campbell's Law</span><br /><span>https://en.wikipedia.org/wiki/Campbell%27s_law</span><br /><br /><span>[10] Chesterton's Fence</span><br /><span>https://fs.blog/chestertons-fence/</span><br /><br /><span>[10] Cognitive Biases - The Decision Lab</span><br /><span>https://thedecisionlab.com/biases</span><br /><br /><span>[10] College of Policing Analytical Techniques</span><br /><span>https://www.college.police.uk/app/intelligence-management/analysis/analytical-techniques</span><br /><br /><span>[10] Cobra Effect</span><br /><span>https://en.wikipedia.org/wiki/Cobra_effect</span><br /><br /><span>[10] Critical Thinking - Monash</span><br /><span>https://www.monash.edu/student-academic-success/enhance-your-thinking/critical-thinking/evaluate-arguments-of-others</span><br /><br /><span>[10] Cynefin Framework</span><br /><span>https://cynefin.io/index.php/Cynefin</span><br /><br /><span>[10] Decision Analysis - NASA</span><br /><span>https://www.nasa.gov/reference/6-8-decision-analysis/</span><br /><br /><span>[10] Decision Quality Framework - Illinois Tech</span><br /><span>https://www.iit.edu/decision-quality-center/decision-quality-framework</span><br /><br /><span>[10] Failure Mode and Effects Analysis - ASQ</span><br /><span>https://asq.org/learn-about-quality/process-analysis-tools/overview/fmea.html</span><br /><br /><span>[10] Goodhart's Law</span><br /><span>https://en.wikipedia.org/wiki/Goodhart%27s_law</span><br /><br /><span>[10] Kanban Guide - Kanban University</span><br /><span>https://kanban.university/kanban-guide/</span><br /><br /><span>[10] Little’s Law for Professional Scrum with Kanban</span><br /><span>https://www.scrum.org/resources/littles-law-professional-scrum-kanban</span><br /><br /><span>[10] McNamara Fallacy</span><br /><span>https://en.wikipedia.org/wiki/McNamara_fallacy</span><br /><br /><span>[10] Normal Accidents - Yale University Press</span><br /><span>https://yalebooks.yale.edu/book/9780691004129/normal-accidents/</span><br /><br /><span>[10] One-way and Two-way Door Decisions - Amazon</span><br /><span>https://www.aboutamazon.com/news/company-news/2015-letter-to-shareholders</span><br /><br /><span>[10] OODA Loop - Air University</span><br /><span>https://www.airuniversity.af.edu/News/Display/Article/420819/ooda-loop-makes-its-mark-on-maxwell/</span><br /><br /><span>[10] PDCA Cycle - ASQ</span><br /><span>https://asq.org/quality-resources/pdca-cycle</span><br /><br /><span>[10] Planning Fallacy</span><br /><span>https://en.wikipedia.org/wiki/Planning_fallacy</span><br /><br /><span>[10] Poka-yoke</span><br /><span>https://en.wikipedia.org/wiki/Poka-yoke</span><br /><br /><span>[10] Premortem - Atlassian</span><br /><span>https://www.atlassian.com/team-playbook/plays/pre-mortem</span><br /><br /><span>[10] Real Options - Martin Fowler</span><br /><span>https://martinfowler.com/bliki/RealOptions.html</span><br /><br /><span>[10] Resilience Engineering Association</span><br /><span>https://www.resilience-engineering-association.org/about-rea</span><br /><br /><span>[10] Risk Assessment - NIST SP 800-30</span><br /><span>https://csrc.nist.gov/pubs/sp/800/30/r1/final</span><br /><br /><span>[10] SEIPS Model - Work System Design</span><br /><span>https://pmc.ncbi.nlm.nih.gov/articles/PMC2464868/</span><br /><br /><span>[10] Second-Order Effects</span><br /><span>https://fs.blog/second-order-thinking/</span><br /><br /><span>[10] Systems Engineering - NASA</span><br /><span>https://www.nasa.gov/reference/systems-engineering-handbook/</span><br /><br /><span>[10] Systems Thinking - Donella Meadows</span><br /><span>https://donellameadows.org/archives/leverage-points-places-to-intervene-in-a-system/</span><br /><br /><span>[10] System-Theoretic Process Analysis - STPA Handbook</span><br /><span>https://psas.scripts.mit.edu/home/books-and-handbooks/</span><br /><br /><span>[10] Theory of Constraints - Five Focusing Steps</span><br /><span>https://www.tocinstitute.org/five-focusing-steps.html</span><br /><br /><span>[10] Toulmin Argument - Purdue OWL</span><br /><span>https://owl.purdue.edu/owl/general_writing/academic_writing/historical_perspectives_on_argumentation/toulmin_argument</span><br /><br /><span>[10] Unknown Unknowns</span><br /><span>https://en.wikipedia.org/wiki/There_are_unknown_unknowns</span><br /><br /><span>[10] Wardley Mapping 101</span><br /><span>https://www.wardleymaps.com/guides/wardley-mapping-101</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>11 Data / Knowledge / DB</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[11] Data Management - DAMA-DMBOK</span><br /><span>https://dama.org/learning-resources/dama-data-management-body-of-knowledge-dmbok/</span><br /><br /><span>[11] Data on the Web Best Practices - W3C</span><br /><span>https://www.w3.org/news/2017/data-on-the-web-best-practices-are-now-a-w3c-recommendation/</span><br /><br /><span>[11] Database Design Basics - Microsoft</span><br /><span>https://support.microsoft.com/en-us/office/database-design-basics-eb2159cf-1e30-401a-8084-bd4f9c9ca1f5</span><br /><br /><span>[11] Evolutionary Database Design - Fowler</span><br /><span>https://martinfowler.com/articles/evodb.html</span><br /><br /><span>[11] PROV - W3C Provenance</span><br /><span>https://www.w3.org/TR/prov-overview/</span><br /><br /><span>[11] SKOS Primer - W3C</span><br /><span>https://www.w3.org/TR/skos-primer/</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>12 Community / Governance / Incentives / Licensing</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[12] Adverse Selection</span><br /><span>https://en.wikipedia.org/wiki/Adverse_selection</span><br /><br /><span>[12] Arrow's Impossibility Theorem</span><br /><span>https://plato.stanford.edu/entries/arrows-theorem/</span><br /><br /><span>[12] Common Knowledge - Stanford Encyclopedia</span><br /><span>https://plato.stanford.edu/entries/common-knowledge/</span><br /><br /><span>[12] Community Tool Box - University of Kansas</span><br /><span>https://ctb.ku.edu/en/toolkits</span><br /><br /><span>[12] Creative Commons License Chooser</span><br /><span>https://creativecommons.org/chooser/</span><br /><br /><span>[12] DACI - Atlassian</span><br /><span>https://www.atlassian.com/team-playbook/plays/daci</span><br /><br /><span>[12] Digital Public Goods Standard</span><br /><span>https://new.digitalpublicgoods.net/standard</span><br /><br /><span>[12] Event Storming</span><br /><span>https://www.eventstorming.com/</span><br /><br /><span>[12] Game Theory with Engineering Applications - MIT OCW</span><br /><span>https://ocw.mit.edu/courses/6-254-game-theory-with-engineering-applications-spring-2010/</span><br /><br /><span>[12] Governing the Commons - Ostrom</span><br /><span>https://doi.org/10.1017/CBO9780511807763</span><br /><br /><span>[12] Harvard BATNA</span><br /><span>https://www.pon.harvard.edu/daily/batna/translate-your-batna-to-the-current-deal/</span><br /><br /><span>[12] Mechanism Design Theory - Nobel Prize</span><br /><span>https://www.nobelprize.org/prizes/economic-sciences/2007/9276-mechanism-design-theory/</span><br /><br /><span>[12] Moral Hazard</span><br /><span>https://en.wikipedia.org/wiki/Moral_hazard</span><br /><br /><span>[12] Mozilla Community Participation Guidelines</span><br /><span>https://www.mozilla.org/en-US/about/governance/policies/participation/</span><br /><br /><span>[12] OSI Approved Licenses</span><br /><span>https://opensource.org/licenses</span><br /><br /><span>[12] Page-Led Meetings - Atlassian</span><br /><span>https://www.atlassian.com/team-playbook/plays/page-led-meeting</span><br /><br /><span>[12] Principal-Agent Problem</span><br /><span>https://en.wikipedia.org/wiki/Principal%E2%80%93agent_problem</span><br /><br /><span>[12] Reputation Systems</span><br /><span>https://doi.org/10.1145/355112.355122</span><br /><br /><span>[12] Social Choice Theory - Stanford Encyclopedia</span><br /><span>https://plato.stanford.edu/entries/social-choice/</span><br /><br /><span>[12] SPDX License List</span><br /><span>https://spdx.org/licenses/</span><br /><br /><span>[12] Sybil Attack</span><br /><span>https://doi.org/10.1007/3-540-45748-8_24</span><br /><br /><span>[12] Tragedy of the Commons</span><br /><span>https://en.wikipedia.org/wiki/Tragedy_of_the_commons</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>13 Algorithms / Math / CS</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[13] Bias–Variance Tradeoff</span><br /><span>https://en.wikipedia.org/wiki/Bias%E2%80%93variance_tradeoff</span><br /><br /><span>[13] Exploration–Exploitation Tradeoff</span><br /><span>https://en.wikipedia.org/wiki/Exploration%E2%80%93exploitation_dilemma</span><br /><br /><span>[13] Idempotence</span><br /><span>https://en.wikipedia.org/wiki/Idempotence</span><br /><br /><span>[13] Mathematics for Computer Science - MIT OCW</span><br /><span>https://ocw.mit.edu/courses/6-1200j-mathematics-for-computer-science-spring-2024/</span><br /><br /><span>[13] MIT Design and Analysis of Algorithms 6.046J</span><br /><span>https://ocw.mit.edu/courses/6-046j-introduction-to-algorithms-sma-5503-fall-2005/</span><br /><br /><span>[13] MIT Introduction to Algorithms 6.006</span><br /><span>https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/</span><br /><br /><span>[13] MIT Introduction to Convex Optimization</span><br /><span>https://ocw.mit.edu/courses/6-079-introduction-to-convex-optimization-fall-2009/</span><br /><br /><span>[13] No Free Lunch Theorem</span><br /><span>https://en.wikipedia.org/wiki/No_free_lunch_theorem</span><br /><br /><span>[13] Open Logic Project</span><br /><span>https://openlogicproject.org/</span><br /><br /><span>[13] What Every Computer Scientist Should Know About Floating-Point Arithmetic</span><br /><span>https://doi.org/10.1145/103162.103163</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>14 Design / Innovation / Problem Solving</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[14] Design Heuristics 77 Cards</span><br /><span>https://creativity.psu.edu/project/design-heuristics-77-cards</span><br /><br /><span>[14] General Morphological Analysis</span><br /><span>https://www.swemorph.com/ma.html</span><br /><br /><span>[14] Soft Systems Methodology - Checkland</span><br /><span>https://link.springer.com/chapter/10.1007/978-1-84882-809-4_5</span><br /><br /><span>[14] TRIZ 40 Inventive Principles</span><br /><span>https://triz.org/principles/</span><br /><br /><span>[14] TRIZ Contradictions - MATRIZ</span><br /><span>https://wiki.matriz.org/knowledge-base/triz/problem-solving-tools-5890/contradictions/</span><br /><br /><span>[14] TRIZ Matrix</span><br /><span>https://www.triz-consulting.de/about-triz/triz-matrix/?lang=en</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>15 Biology / Physics / System Analogies</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[15] Adaptive Evolution - General Biology</span><br /><span>https://pressbooks.online.ucf.edu/bsc2011c/chapter/19-3-adaptive-evolution/</span><br /><br /><span>[15] Conservation of Energy - Feynman Lectures</span><br /><span>https://www.feynmanlectures.caltech.edu/I_04.html</span><br /><br /><span>[15] Dimensional Analysis - MIT OCW</span><br /><span>https://ocw.mit.edu/courses/2-25-advanced-fluid-mechanics-fall-2013/pages/dimensional-analysis/</span><br /><br /><span>[15] Ecosystems - Khan Academy</span><br /><span>https://www.khanacademy.org/science/biology/ecology/intro-to-an-ecosystems/a/what-is-an-ecosystem</span><br /><br /><span>[15] Feedback Systems - Åström &amp; Murray</span><br /><span>https://fbswiki.org/wiki/index.php/Main_Page</span><br /><br /><span>[15] Homeostasis - OpenStax Biology</span><br /><span>https://openstax.org/books/biology-2e/pages/33-3-homeostasis</span><br /><br /><span>[15] Law of Requisite Variety</span><br /><span>https://en.wikipedia.org/wiki/Variety_(cybernetics)</span><br /><br /><span>[15] Mechanisms of Evolution - OpenStax</span><br /><span>https://openstax.org/books/concepts-biology/pages/11-2-mechanisms-of-evolution</span><br /><br /><span>[15] Newton’s Laws - Feynman Lectures</span><br /><span>https://www.feynmanlectures.caltech.edu/I_09.html</span><br /><br /><span>[15] Population Genetics - OpenStax Biology 2e</span><br /><span>https://openstax.org/books/biology-2e/pages/19-2-population-genetics</span><br /><br /><span>[15] Population Limits - OpenStax Biology</span><br /><span>https://openstax.org/books/biology-2e/pages/45-3-environmental-limits-to-population-growth</span><br /><br /><span>[15] Speciation - OpenStax</span><br /><span>https://openstax.org/books/concepts-biology/pages/11-4-speciation</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>16 Military Planning / Red Team</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[16] Army Design Methodology - ATP 5-0.1</span><br /><span>https://rdl.train.army.mil/catalog-ws/view/arimanagingcomplexproblems/downloads/Army_Design_Methodology_ATP_5-0.1_July_2015.pdf</span><br /><br /><span>[16] Command and Control - MCDP 6</span><br /><span>https://www.marines.mil/portals/1/publications/mcdp%206%20command%20and%20control.pdf</span><br /><br /><span>[16] Joint Planning - JP 5-0</span><br /><span>https://www.jcs.mil/Doctrine/DOCNET/JP-5-0-Joint-Planning/</span><br /><br /><span>[16] Military Planning Philosophy - MCDP 5 Planning</span><br /><span>https://www.marines.mil/News/Publications/MCPEL/Electronic-Library-Display/Article/899841/mcdp-5/</span><br /><br /><span>[16] Troop Leading Procedures - U.S. Army</span><br /><span>https://www.benning.army.mil/Infantry/DoctrineSupplement/ATP3-21.8/appendix_a/StepsofTroopLeadingProcedures/Introduction/index.html</span><br /><br /><span>[16] Warfighting Philosophy - MCDP 1</span><br /><span>https://www.marines.mil/News/Publications/MCPEL/Electronic-Library-Display/Article/899837/mcdp-1/</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>17 Learning / Workplace Safety</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[17] ADHD Task Breakdown - CDC</span><br /><span>https://www.cdc.gov/adhd/treatment/index.html</span><br /><br /><span>[17] Effective Study Strategies - Cornell</span><br /><span>https://lsc.cornell.edu/how-to-study/studying-for-and-taking-exams/effective-study-strategies/</span><br /><br /><span>[17] GSA Indoor Environmental Quality</span><br /><span>https://www.gsa.gov/governmentwide-initiatives/federal-highperformance-buildings/highperformance-building-clearinghouse/health/indoor-environmental-quality</span><br /><br /><span>[17] Metacognition and Self-Regulation - EEF</span><br /><span>https://educationendowmentfoundation.org.uk/education-evidence/evidence-reviews/metacognition-and-self-regulation</span><br /><br /><span>[17] NIOSH Hierarchy of Controls</span><br /><span>https://www.cdc.gov/niosh/hierarchy-of-controls/about/index.html</span><br /><br /><span>[17] NIOSH Office Environments and Your Safety</span><br /><span>https://www.cdc.gov/niosh/office-environment/about/index.html</span><br /><br /><span>[17] OSHA Hazard Identification</span><br /><span>https://www.osha.gov/safety-management/hazard-identification</span><br /><br /><span>[17] Ready.gov Emergency Planning</span><br /><span>https://www.ready.gov/make-a-plan</span><br /><br /><span>[17] Research-Based Learning Findings - MIT</span><br /><span>https://openlearning.mit.edu/mit-faculty/research-based-learning-findings/</span><br /><br /><span>[17] UDL Guidelines - CAST</span><br /><span>https://udlguidelines.cast.org/</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>18 Media / 3D / Blender</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[18] Blender Color Management</span><br /><span>https://docs.blender.org/manual/en/5.0/render/color_management.html</span><br /><br /><span>[18] Blender Mesh Structure</span><br /><span>https://docs.blender.org/manual/en/latest/modeling/meshes/structure.html</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>19 Public Service / Policy</h3> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[19] Better Regulation Framework - GOV.UK</span><br /><span>https://www.gov.uk/government/publications/better-regulation-framework</span><br /><br /><span>[19] Service Standard - GOV.UK</span><br /><span>https://www.gov.uk/service-manual/service-standard</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div></div> </div> </div> </div> </div> <hr /> <h3>20 Laws / Concepts / Economics</h3> <div class="relative w-full mt-4 mb-1"> <div class="relative"> <div class="h-full min-h-0 min-w-0"> <div class="h-full min-h-0 min-w-0"> <div class="border border-token-border-light border-radius-3xl corner-superellipse/1.1 rounded-3xl"> <div class="h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback"> <div class="pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1"></div> <div class="relative"> <div class="pe-11 pt-3"> <div class="relative z-0 flex max-w-full"> <div class="q9tKkq_viewer cm-editor z-10 light:cm-light dark:cm-light flex h-full w-full flex-col items-stretch ͼs ͼ16"> <div class="cm-scroller"> <pre class="cm-content q9tKkq_readonly m-0"><code><span>[20] Automation Bias</span><br /><span>https://en.wikipedia.org/wiki/Automation_bias</span><br /><br /><span>[20] Fallacies of Distributed Computing</span><br /><span>https://en.wikipedia.org/wiki/Fallacies_of_distributed_computing</span><br /><br /><span>[20] Iron Triangle - Project Management</span><br /><span>https://en.wikipedia.org/wiki/Project_management_triangle</span><br /><br /><span>[20] Lindy Effect</span><br /><span>https://en.wikipedia.org/wiki/Lindy_effect</span><br /><br /><span>[20] Lock-in and Switching Costs</span><br /><span>https://en.wikipedia.org/wiki/Switching_barriers</span><br /><br /><span>[20] Pareto Principle</span><br /><span>https://en.wikipedia.org/wiki/Pareto_principle</span><br /><br /><span>[20] Path Dependence</span><br /><span>https://en.wikipedia.org/wiki/Path_dependence</span></code></pre> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div><hr /> <div><strong>21 AI Governance / ModelOps / AI Supply Chain</strong><br /><br />[21] ISO/IEC 42001 - AI Management Systems<br />https://www.iso.org/standard/81230.html<br /><br />[21] ISO/IEC 23894 - AI Risk Management<br />https://www.iso.org/standard/77304.html<br /><br />[21] ISO/IEC 22989 - AI Concepts and Terminology<br />https://www.iso.org/standard/74296.html<br /><br />[21] ISO/IEC 23053 - Framework for AI Systems Using Machine Learning<br />https://www.iso.org/standard/74438.html<br /><br />[21] MITRE ATLAS - Adversarial Threat Landscape for AI Systems<br />https://atlas.mitre.org/<br /><br />[21] OWASP AIBOM Project<br />https://owaspaibom.org/<br /><br />[21] OWASP AIBOM / AI SBOM Initiative<br />https://genai.owasp.org/ai-sbom-initiative/<br /><br />[21] OWASP CycloneDX - Bill of Materials Specification<br /><a href="https://cyclonedx.org/">https://owasp.org/www-project-cycloned</a><br /><br />[21] CycloneDX Specification Repository<br />https://github.com/CycloneDX/specification<br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><strong>22 Experimentation / Product Validation / Release Control</strong></h3> </div> </div> </div> </div> </div> <br />[22] Trustworthy Online Controlled Experiments - Kohavi, Tang, Xu<br />https://www.cambridge.org/core/books/trustworthy-online-controlled-experiments/trustworthy-online-controlled-experiments/524D7D0FDF6A542F732D047118618645<br /><br />[22] Online Controlled Experiments and A/B Testing - Kohavi, Longbotham<br />https://link.springer.com/rwe/10.1007/978-1-4899-7687-1_891<br /><br />[22] Controlled Experiments on the Web - Survey and Practical Guide<br />https://link.springer.com/article/10.1007/s10618-008-0114-1<br /><br />[22] OpenFeature - Feature Flagging Specification<br />https://openfeature.dev/docs/reference/intro<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><strong>23 Information Retrieval / RAG / Search Evaluation</strong></h3> <br />[23] Introduction to Information Retrieval - Manning, Raghavan, Schütze<br />https://nlp.stanford.edu/IR-book/html/htmledition/irbook.html<br /><br />[23] BEIR - Heterogeneous Benchmark for Zero-shot Information Retrieval<br />https://huggingface.co/papers/2104.08663<br /><br />[23] BEIR GitHub Repository<br />https://github.com/beir-cellar/beir<br /><br />[23] Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks<br />https://huggingface.co/papers/2005.11401<br /><br />[23] RAG Original Paper - UCL NLP<br />https://nlp.cs.ucl.ac.uk/publications/2020-05-retrieval-augmented-generation-for-knowledge-intensive-nlp-tasks/<br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><strong>24 Identity / Provenance / Verifiable Records</strong></h3> <br />[24] W3C Verifiable Credentials Data Model v2.0<br />https://www.w3.org/TR/vc-data-model-2.0/<br /><br />[24] W3C Verifiable Credential Data Integrity 1.0<br />https://www.w3.org/TR/vc-data-integrity/<br /><br />[24] W3C Verifiable Credentials 2.0 Recommendation Announcement<br />https://www.w3.org/news/2025/the-verifiable-credentials-2-0-family-of-specifications-is-now-a-w3c-recommendation/<br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>25 Identity / AuthN / AuthZ / Session</span></h3> <br />[25] NIST SP 800-63-4 - Digital Identity Guidelines<br />https://pages.nist.gov/800-63-4/<br /><br />[25] OAuth 2.0 Security Best Current Practice - RFC 9700<br />https://www.rfc-editor.org/rfc/rfc9700.html<br /><br />[25] OpenID Connect Core 1.0<br />https://openid.net/specs/openid-connect-core-1_0.html<br /><br />[25] Web Authentication Level 3 - W3C Candidate Recommendation / Tracking Only<br />https://www.w3.org/TR/webauthn-3/<br /><br />[25] OWASP Authentication Cheat Sheet<br />https://cheatsheetseries.owasp.org/cheatsheets/Authentication_Cheat_Sheet.html<br /><br />[25] OWASP Authorization Cheat Sheet<br />https://cheatsheetseries.owasp.org/cheatsheets/Authorization_Cheat_Sheet.html<br /> <div class="relative w-full mt-4 mb-1"> <div class="relative"><br />ここから<br /><br /></div> </div> <hr /> <h3><span>26 Trust &amp; Safety / Moderation / Platform Governance</span></h3> <br />[26] Trust &amp; Safety Professional Association - Content Moderation and Operations<br />https://www.tspa.org/curriculum/ts-fundamentals/content-moderation-and-operations/what-is-content-moderation/<br /><br />[26] Santa Clara Principles - Transparency and Accountability in Content Moderation<br />https://santaclaraprinciples.org/<br /><br />[26] EU Digital Services Act - Platform Accountability / Reference Only<br />https://digital-strategy.ec.europa.eu/en/policies/digital-services-act-package<br /><br />[26] NIST Privacy Framework<br />https://www.nist.gov/privacy-framework<br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>27 Cryptography / Key / Secrets Management</span></h3> <br />[27] NIST SP 800-57 Part 1 Rev. 5 - Recommendation for Key Management<br />https://csrc.nist.gov/pubs/sp/800/57/pt1/r5/final<br /><br />[27] NIST Key Management Guidelines<br />https://csrc.nist.gov/Projects/Key-Management/Key-Management-Guidelines<br /><br />[27] OWASP Secrets Management Cheat Sheet<br />https://cheatsheetseries.owasp.org/cheatsheets/Secrets_Management_Cheat_Sheet.html<br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>28 Web Platform / PWA / Offline Storage</span></h3> <br />[28] Progressive Web Apps - web.dev<br />https://web.dev/learn/pwa/progressive-web-apps<br /><br />[28] Web Application Manifest - W3C Working Draft / Tracking Only<br />https://www.w3.org/TR/appmanifest/<br /><br />[28] Service Worker API - MDN<br />https://developer.mozilla.org/en-US/docs/Web/API/ServiceWorker<br /><br />[28] IndexedDB API - MDN<br />https://developer.mozilla.org/en-US/docs/Web/API/IndexedDB_API<br /><br />[28] Using IndexedDB - MDN<br />https://developer.mozilla.org/en-US/docs/Web/API/IndexedDB_API/Using_IndexedDB<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>29 Continuity / Backup / Disaster Recovery</span></h3> <br />[29] NIST SP 800-34 Rev. 1 - Contingency Planning Guide for Federal Information Systems<br />https://csrc.nist.gov/pubs/sp/800/34/r1/final<br /><br />[29] ISO 22301:2019 - Business Continuity Management Systems<br />https://www.iso.org/standard/75106.html<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>30 Abuse / Anti-Bot / Rate Limiting</span></h3> <br />[30] OWASP Automated Threats to Web Applications<br />https://owasp.org/www-project-automated-threats-to-web-applications/<br /><br />[30] OWASP API Security Top 10 2023<br />https://owasp.org/API-Security/editions/2023/en/0x00-header/<br /><br />[30] OWASP API Security Risks 2023<br />https://owasp.org/API-Security/editions/2023/en/0x10-api-security-risks/<br /><br />[30] HTTP 429 Too Many Requests - MDN<br />https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/429<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>31 Payments / Billing / Compliance</span></h3> <br />[31] PCI DSS - PCI Security Standards Council<br />https://www.pcisecuritystandards.org/standards/pci-dss/<br /><br />[31] PCI SSC Document Library<br />https://www.pcisecuritystandards.org/document_library<br /><br />[31] PCI DSS v4.0.1 Publication Notice - PCI SSC<br />https://blog.pcisecuritystandards.org/just-published-pci-dss-v4-0-1<br /><br />[31] Payment Request API - W3C Candidate Recommendation / Tracking Only<br />https://www.w3.org/TR/payment-request/<br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>32 File / Media / User Upload Safety</span></h3> <br />[32] OWASP File Upload Cheat Sheet<br />https://cheatsheetseries.owasp.org/cheatsheets/File_Upload_Cheat_Sheet.html<br /><br />[32] OWASP Unrestricted File Upload<br />https://owasp.org/www-community/vulnerabilities/Unrestricted_File_Upload<br /><br />[32] OWASP Input Validation Cheat Sheet<br />https://cheatsheetseries.owasp.org/cheatsheets/Input_Validation_Cheat_Sheet.html<br /><br />[32] W3C File API - Working Draft / Tracking Only<br />https://www.w3.org/TR/FileAPI/<br /><br />[32] MDN File API<br />https://developer.mozilla.org/en-US/docs/Web/API/File_API<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>33 Data Lifecycle / Retention / Deletion</span></h3> <br />[33] NIST SP 800-88 Rev. 2 - Guidelines for Media Sanitization<br />https://csrc.nist.gov/pubs/sp/800/88/r2/final<br /><br />[33] NIST SP 800-92 - Guide to Computer Security Log Management<br />https://csrc.nist.gov/pubs/sp/800/92/final<br /><br />[33] OWASP Logging Cheat Sheet<br />https://cheatsheetseries.owasp.org/cheatsheets/Logging_Cheat_Sheet.html<br /><br />[33] W3C PROV - Provenance Overview<br />https://www.w3.org/TR/prov-overview/<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>34 Events / Queues / Async Architecture</span></h3> <br />[34] CloudEvents - CNCF Project<br />https://www.cncf.io/projects/cloudevents/<br /><br />[34] CloudEvents Specification<br />https://github.com/cloudevents/spec<br /><br />[34] AsyncAPI Initiative<br />https://www.asyncapi.com/<br /><br />[34] AsyncAPI Specification<br />https://www.asyncapi.com/docs/reference/specification/v3.0.0<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>35 Notification / Subscription / Federation</span></h3> <br />[35] Push API - W3C Working Draft / Tracking Only<br />https://www.w3.org/TR/push-api/<br /><br />[35] RFC 8030 - Generic Event Delivery Using HTTP Push<br />https://www.rfc-editor.org/rfc/rfc8030<br /><br />[35] WebSub - W3C Recommendation<br />https://www.w3.org/TR/websub/<br /><br />[35] ActivityPub - W3C Recommendation<br />https://www.w3.org/TR/activitypub/<br /><br />[35] ActivityStreams 2.0 - W3C Recommendation<br />https://www.w3.org/TR/activitystreams-core/<br /><br />[35] Matrix Specification<br />https://spec.matrix.org/<br /><br /><br /> <div class="relative w-full mt-4 mb-1"> <div> <div class="relative"> <div> <div></div> </div> </div> </div> </div> <hr /> <h3><span>36 Product Legal Docs / Terms / Policy Ops</span></h3> <br />[36] Terms of Service; Didn’t Read - Ratings and Cases<br />https://tosdr.org/<br /><br />[36] Creative Commons License Chooser<br />https://creativecommons.org/chooser/<br /><br />[36] Santa Clara Principles - Content Moderation Transparency<br />https://santaclaraprinciples.org/<br /><br />[36] NIST Privacy Framework<br />https://www.nist.gov/privacy-framework<br /><br /><br /><br /></div> </div> </div> </div> Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource cursor index & docs Creator An entity primarily responsible for making the resource unjuno Date Created Date of creation of the resource. 2026-5-2 Date A point or period of time associated with an event in the lifecycle of the resource 2026-5-2 Rights Information about rights held in and over the resource CC BY-NC 4.0 - 非営利目的のみ許可 Description An account of the resource Cursor の index 機能に読み込ませるために整理した、エージェント開発・プロンプト設計・MCP仕様・API設計・ソフトウェアアーキテクチャ・セキュリティ・SRE・UX・AIリスクなどの一次情報リンク集。エージェントの安定性向上とプロンプトの軽量化を目的として、各分野の公式ガイドラインや標準的な資料を体系的にまとめたリファレンス