2026-10-22-source-index

id,topic,title,publisher,url,accessed,published,updated,source_type,card,read_status,topic_registry
C01,cost-economics,OpenAI API pricing,OpenAI,https://developers.openai.com/api/docs/pricing,2026-10-22,,,Official live rate card,cost-economics/2026-10-22-C01.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C02,cost-economics,Claude Platform pricing,Anthropic,https://platform.claude.com/docs/en/about-claude/pricing,2026-10-22,,,Official live rate card,cost-economics/2026-10-22-C02.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C03,cost-economics,Gemini Developer API pricing,Google,https://ai.google.dev/gemini-api/docs/pricing,2026-10-22,,2026-10-19,Official live rate card,cost-economics/2026-10-22-C03.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C04,cost-economics,Prompt caching,OpenAI,https://developers.openai.com/api/docs/guides/prompt-caching,2026-10-22,,,Official implementation documentation,cost-economics/2026-10-22-C04.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C05,cost-economics,Batch API,OpenAI,https://developers.openai.com/api/docs/guides/batch,2026-10-22,,,Official implementation documentation,cost-economics/2026-10-22-C05.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C06,cost-economics,Reasoning models,OpenAI,https://developers.openai.com/api/docs/guides/reasoning,2026-10-22,,,Official implementation documentation,cost-economics/2026-10-22-C06.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C07,cost-economics,Context caching,Google,https://ai.google.dev/gemini-api/docs/generate-content/caching,2026-10-22,,,Official implementation documentation,cost-economics/2026-10-22-C07.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C08,cost-economics,NVIDIA NIM LLM benchmarking overview,NVIDIA,https://docs.nvidia.com/nim/benchmarking/llm/overview,2026-10-22,,,Official benchmark methodology,cost-economics/2026-10-22-C08.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C09,cost-economics,Lambda on-demand GPU instances,Lambda,https://lambda.ai/instances,2026-10-22,,,Official live infrastructure rate card,cost-economics/2026-10-22-C09.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C10,cost-economics,How to Build a Generative AI Cost and Usage Tracker,FinOps Foundation,https://www.finops.org/wg/how-to-build-a-generative-ai-cost-and-usage-tracker/,2026-10-22,,,Practitioner foundation guidance,cost-economics/2026-10-22-C10.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C11,cost-economics,Optimize resource consumption to minimize hosting costs,Amazon Web Services,https://docs.aws.amazon.com/wellarchitected/latest/generative-ai-lens/gencost02-bp02.html,2026-10-22,,,Official architecture guidance,cost-economics/2026-10-22-C11.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C12,cost-economics,Architecting generative AI applications for production,Amazon Web Services,https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-lifecycle-operational-excellence/preprod-architecting.html,2026-10-22,,,Official architecture guidance,cost-economics/2026-10-22-C12.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C13,cost-economics,OpenAI API changelog: GPT-6.1 Sol release,OpenAI,https://developers.openai.com/api/docs/changelog,2026-10-22,2026-09-29,,Official dated release entry,cost-economics/2026-10-22-C13.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C14,cost-economics,MLPerf Inference Datacenter benchmark methodology,MLCommons,https://mlcommons.org/benchmarks/inference-datacenter/,2026-10-22,,,Official benchmark suite methodology,cost-economics/2026-10-22-C14.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
C15,cost-economics,Introducing the MLPerf End-to-End RAG Inference Benchmark,MLCommons,https://mlcommons.org/2026/08/endtoend-inference/,2026-10-22,2026-08-26,,Official benchmark announcement,cost-economics/2026-10-22-C15.md,Opened official primary page and inspected relevant content,cost-economics/2026-10-22-sources.json
G01,governance,FinOps for AI Overview,FinOps Foundation,https://www.finops.org/wg/finops-for-ai-overview/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G01.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G02,governance,Managing AI Value Using FinOps Practice Operations,FinOps Foundation,https://www.finops.org/wg/managing-ai-value-finops-practice-operations/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G02.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G03,governance,Unit Economics,FinOps Foundation,https://www.finops.org/framework/capabilities/unit-economics/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G03.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G04,governance,Allocation,FinOps Foundation,https://framework.finops.org/framework/capabilities/allocation/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G04.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G05,governance,Effective Cost — FOCUS Specification 1.4,FOCUS / Joint Development Foundation,https://focus.finops.org/docs/specification/v1-4/columns/cost-and-usage/effective-cost/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G05.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G06,governance,Consumed Unit — FOCUS Specification 1.4,FOCUS / Joint Development Foundation,https://focus.finops.org/docs/specification/v1-4/columns/cost-and-usage/consumed-unit/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G06.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G07,governance,Tutorial: Create and manage budgets,Microsoft Learn,https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/tutorial-acm-create-budgets,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G07.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G08,governance,Managing your costs with AWS Budgets,Amazon Web Services,https://docs.aws.amazon.com/cost-management/latest/userguide/budgets-managing-costs.html,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G08.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G09,governance,Usage and Cost API,Anthropic / Claude Platform Docs,https://platform.claude.com/docs/en/manage-claude/usage-cost-api,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G09.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G10,governance,How the agent loop works,Anthropic / Claude Code Docs,https://code.claude.com/docs/en/agent-sdk/agent-loop,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G10.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G11,governance,Semantic conventions for generative client AI spans,OpenTelemetry project,https://raw.githubusercontent.com/open-telemetry/semantic-conventions-genai/main/docs/gen-ai/gen-ai-spans.md,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G11.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G12,governance,Semantic Conventions for GenAI agent and framework spans,OpenTelemetry project,https://raw.githubusercontent.com/open-telemetry/semantic-conventions-genai/main/docs/gen-ai/gen-ai-agent-spans.md,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G12.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G13,governance,Shadow AI discovery in Global Secure Access,Microsoft Learn,https://learn.microsoft.com/en-us/entra/global-secure-access/concept-shadow-ai-discovery,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G13.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G14,governance,Usage Optimization,FinOps Foundation,https://www.finops.org/framework/capabilities/usage-optimization/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G14.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
G15,governance,FOCUS Specification 1.4,FOCUS / Joint Development Foundation,https://focus.finops.org/docs/specification/v1-4/,2026-10-22,,,primary_official_documentation_or_framework,governance/2026-10-22-G15.md,opened_relevant_sections_read,governance/2026-10-22-sources.json
K01,knauf-context,Careers at Knauf — About Knauf Digital,Knauf Digital GmbH,https://career.knaufdigital.com/,2026-10-22,,,official company website,knauf-context/2026-10-22-K01-knauf-digital-mandate.md,direct page successfully opened and relevant text read,knauf-context/2026-10-22-sources.json
K02,knauf-context,Werkstudent im Bereich Product & System Data (m/w/d),Knauf Digital GmbH,https://career.knaufdigital.com/jobs/8308112-werkstudent-im-bereich-product-system-data-m-w-d,2026-10-22,,,official live job advertisement,knauf-context/2026-10-22-K02-product-system-data.md,reached from current official vacancy list and direct page read,knauf-context/2026-10-22-sources.json
K03,knauf-context,Access exclusive digital solutions via myKnauf,Knauf UK & Ireland,https://knauf.com/en-GB/our-tools/myknauf,2026-10-22,,,official product/service page,knauf-context/2026-10-22-K03-myknauf-tools.md,direct page successfully opened and tool sections read,knauf-context/2026-10-22-sources.json
K04,knauf-context,Alles auf knauf.com,Knauf Gips KG,https://tools.knauf.de/presse/alles-auf-knauf-com.html,2026-10-22,2024-03-21,,official press release,knauf-context/2026-10-22-K04-knauf-com-relaunch.md,direct page successfully opened and release read,knauf-context/2026-10-22-sources.json
K05,knauf-context,Knauf Insulation celebrates launch of Knauf.com Online Platform,Knauf Insulation / Knauf Malaysia,https://knauf.com/en-MY/news/knauf-insulation/knauf-website-launch,2026-10-22,,,official product/platform announcement,knauf-context/2026-10-22-K05-multilingual-documents.md,direct page successfully opened and features read,knauf-context/2026-10-22-sources.json
K06,knauf-context,"Trafford & Eccles Housing Project, Manchester",Knauf Insulation / Knauf UK & Ireland,https://knauf.com/en-GB/case-studies/knauf-insulation/trafford-eccles-housing-project-manchester,2026-10-22,,,official company case study,knauf-context/2026-10-22-K06-building-performance-ml.md,direct page successfully opened and solution description read,knauf-context/2026-10-22-sources.json
K07,knauf-context,Knauf builds a more connected and responsive supply chain with Blue Yonder,Blue Yonder,https://blueyonder.com/customers/knauf,2026-10-22,,,primary technology-partner customer story,knauf-context/2026-10-22-K07-supply-chain-context.md,direct page successfully opened and customer story read,knauf-context/2026-10-22-sources.json
K08,knauf-context,Michael Rosskopf to Lead Knauf's Gypsum Business Across DACH,Knauf Group,https://knauf.com/en/newsroom/michael-rosskopf-assumes-leadership-knauf-gypsum-dach,2026-10-22,2026-09-24,,official corporate press release,knauf-context/2026-10-22-K08-current-group-scale.md,direct page successfully opened; corporate profile paragraph read,knauf-context/2026-10-22-sources.json
O01,optimisation,Building effective agents,Anthropic,https://www.anthropic.com/research/building-effective-agents,2026-10-22,2024-12-19,,vendor engineering guidance,optimisation/2026-10-22-O01.md,opened_primary_source,optimisation/2026-10-22-sources.json
O02,optimisation,Latency optimization,OpenAI,https://developers.openai.com/api/docs/guides/latency-optimization,2026-10-22,,,official API documentation,optimisation/2026-10-22-O02.md,opened_primary_source,optimisation/2026-10-22-sources.json
O03,optimisation,"RouteLLM: Learning to Route LLMs with Preference Data, v4","Ong et al., arXiv / ICLR 2025",https://arxiv.org/html/2406.18665v4,2026-10-22,2024-06-26,2025-02-23,"primary research paper, full text read",optimisation/2026-10-22-O03.md,opened_primary_source,optimisation/2026-10-22-sources.json
O04,optimisation,Automatic Prefix Caching,vLLM,https://docs.vllm.ai/en/latest/features/automatic_prefix_caching/,2026-10-22,,2026-10-13,"official runtime documentation, rolling latest",optimisation/2026-10-22-O04.md,opened_primary_source,optimisation/2026-10-22-sources.json
O05,optimisation,Prompt caching,OpenAI,https://developers.openai.com/api/docs/guides/prompt-caching,2026-10-22,,,official API documentation,optimisation/2026-10-22-O05.md,opened_primary_source,optimisation/2026-10-22-sources.json
O06,optimisation,Batch API,OpenAI,https://developers.openai.com/api/docs/guides/batch,2026-10-22,,,official API documentation,optimisation/2026-10-22-O06.md,opened_primary_source,optimisation/2026-10-22-sources.json
O07,optimisation,How we built our multi-agent research system,Anthropic,https://www.anthropic.com/research/multi-agent-research-system,2026-10-22,2025-06-13,,vendor system report,optimisation/2026-10-22-O07.md,opened_primary_source,optimisation/2026-10-22-sources.json
O08,optimisation,Evaluation best practices,OpenAI,https://developers.openai.com/api/docs/guides/evaluation-best-practices,2026-10-22,,,official engineering guidance,optimisation/2026-10-22-O08.md,opened_primary_source,optimisation/2026-10-22-sources.json
O09,optimisation,Quantization,vLLM,https://docs.vllm.ai/en/latest/features/quantization/,2026-10-22,,,"official runtime documentation, rolling latest",optimisation/2026-10-22-O09.md,opened_primary_source,optimisation/2026-10-22-sources.json
O10,optimisation,Batchers,NVIDIA Triton Inference Server,https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/user_guide/batcher.html,2026-10-22,,,official server documentation,optimisation/2026-10-22-O10.md,opened_primary_source,optimisation/2026-10-22-sources.json
O11,optimisation,Optimization and Tuning,vLLM,https://docs.vllm.ai/en/stable/configuration/optimization/,2026-10-22,,,"official runtime documentation, rolling stable",optimisation/2026-10-22-O11.md,opened_primary_source,optimisation/2026-10-22-sources.json
O12,optimisation,"Speculative Decoding, v0.21.0",vLLM,https://docs.vllm.ai/en/v0.21.0/features/speculative_decoding/,2026-10-22,,,versioned official runtime documentation,optimisation/2026-10-22-O12.md,opened_primary_source,optimisation/2026-10-22-sources.json
P01,presentation-planning,The Compelling Communicator: An interview with McKinsey’s Julie Goran,McKinsey & Company,https://www.mckinsey.com/locations/mckinsey-client-capabilities-network/our-work/strategic-and-change-communications/the-communications-exchange/the-compelling-communicator-an-interview-with-mckinseys-julie-goran,2026-10-22,,,Official practitioner interview,presentation-planning/2026-10-22-P01.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P02,presentation-planning,The Minto Pyramid Principle Concept,Minto Books International,https://www.barbaraminto.com/concept,2026-10-22,,,Framework creator’s explanation,presentation-planning/2026-10-22-P02.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P03,presentation-planning,The Minto Pyramid Principle Course,Minto Books International,https://www.barbaraminto.com/course,2026-10-22,,,Framework creator’s course description,presentation-planning/2026-10-22-P03.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P04,presentation-planning,How the Duarte Big Idea Formula Can Make Your Presentation the Best,Nancy Duarte / Duarte,https://www.duarte.com/blog/how-to-develop-the-best-big-idea-for-your-presentation/,2026-10-22,2018-07-19,,Practitioner framework,presentation-planning/2026-10-22-P04.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P05,presentation-planning,Advanced stickynoting,Duarte,https://www.duarte.com/blog/advanced-stickynoting/,2026-10-22,,,Practitioner process example,presentation-planning/2026-10-22-P05.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P06,presentation-planning,How the Design of Presentation Slides Affects Audience Comprehension,Joanna K. Garner and Michael P. Alley / IJEE,https://www.ijee.ie/articles/Vol29-6/23_ijee2791ns.pdf,2026-10-22,2013,,"Primary empirical paper, full text read",presentation-planning/2026-10-22-P06.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P07,presentation-planning,Principles for Reducing Extraneous Processing in Multimedia Learning,Logan Fiorella and Richard E. Mayer / Cambridge University Press,https://www.cambridge.org/core/books/abs/cambridge-handbook-of-multimedia-learning/principles-for-reducing-extraneous-processing-in-multimedia-learning/F29A19FCD34C542806F736E0661C05F5,2026-10-22,2021-11-19,,"Authoritative research synthesis, publisher summary read",presentation-planning/2026-10-22-P07.md,publisher_summary_read,presentation-planning/2026-10-22-sources.json
P08,presentation-planning,Slidedocs,Duarte,https://www.duarte.com/resources/books/slidedocs/,2026-10-22,,,Practitioner medium guidance,presentation-planning/2026-10-22-P08.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P09,presentation-planning,Advancing the Knowledge Base on Effective Presentation Slide Design: Three Pilot Studies,Joanna Wolfe et al. / SAGE,https://journals.sagepub.com/doi/10.1177/00472816231169433,2026-10-22,2023-07-13,,"Peer-reviewed paper, publisher abstract only",presentation-planning/2026-10-22-P09.md,publisher_abstract_read,presentation-planning/2026-10-22-sources.json
P10,presentation-planning,The equity story you need for the long-term investors you want,McKinsey & Company,https://www.mckinsey.com/capabilities/strategy-and-corporate-finance/our-insights/the-equity-story-you-need-for-the-long-term-investors-you-want,2026-10-22,2024-02-22,,Official practitioner article,presentation-planning/2026-10-22-P10.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
P11,presentation-planning,The 10/20/30 Rule of PowerPoint,Guy Kawasaki,https://guykawasaki.com/the_102030_rule/,2026-10-22,,,Original practitioner heuristic,presentation-planning/2026-10-22-P11.md,primary_page_or_paper_opened_and_relevant_content_read,presentation-planning/2026-10-22-sources.json
A01,agent-presentation-skills,Pyramid Principle pack,tyroneross,https://github.com/tyroneross/pyramid-principle/blob/main/skills/pyramid-presentation/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A01.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A02,agent-presentation-skills,Dreambase Data Stories,DreambaseAI,https://github.com/DreambaseAI/skills/blob/main/skills/dreambase-data-stories/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A02.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A03,agent-presentation-skills,Dreambase Data Presentation,DreambaseAI,https://github.com/DreambaseAI/skills/blob/main/skills/dreambase-data-presentation/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A03.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A04,agent-presentation-skills,PPT Prepare,Brusdeylins,https://github.com/Brusdeylins/ppt-skill/blob/main/plugin/skills/ppt-prepare/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A04.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A05,agent-presentation-skills,Consultant,appautomaton,https://github.com/appautomaton/presentation/blob/main/consultant/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A05.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A06,agent-presentation-skills,Presentation Master,krishagel,https://github.com/krishagel/geoffrey/blob/main/skills/presentation-master/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A06.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A07,agent-presentation-skills,Slidev Presentation Design,rhuss,https://github.com/rhuss/cc-slidev/blob/main/slidev/skills/presentation-design/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A07.md,source_instructions_reviewed_not_installed_or_executed,agent-presentation-skills/2026-10-22-sources.json
A08,agent-presentation-skills,"Enterprise AI Skills: storyline, critic and deck pipeline",sruthir28,https://github.com/sruthir28/enterprise-ai-skills/blob/main/storyline-builder/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A08.md,Read primary repository SKILL.md and README; not installed or executed,agent-presentation-skills/2026-10-22-sources.json
A09,agent-presentation-skills,McKinsey Problem-Solving Skills: Build a storyline,mickn,https://github.com/mickn/mckinsey-problem-solving-skills/blob/main/skills/build-storyline/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A09.md,Read primary repository SKILL.md and README; not installed or executed,agent-presentation-skills/2026-10-22-sources.json
A10,agent-presentation-skills,MBB Decks,floflo11,https://github.com/floflo11/mbb-decks/blob/main/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A10.md,Read primary repository SKILL.md and README; not installed or executed,agent-presentation-skills/2026-10-22-sources.json
A11,agent-presentation-skills,McKinsey PPT Design,likaku,https://github.com/likaku/Mck-ppt-design-skill/blob/main/SKILL.md,2026-10-22,,,"Community agent skill source, directly inspected",agent-presentation-skills/2026-10-22-A11.md,Read primary repository SKILL.md and README; not installed or executed,agent-presentation-skills/2026-10-22-sources.json