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firatcand/founder-skills

Claude Code skills for founders building B2B SaaS — covering GTM, product, engineering, design, and content.

History

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channel-expert/SKILL.md

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View on GitHubAdd to my skills

Verified commit d4d207119b9affb3cd653805c9807598841e90f2

44GitHub stars
3stars in 7 days
15skills in this repository
0commits in 30 days

Heat

4.4
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Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Nov 6, 202644

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

channel-expert

When your agent uses it

Use when a B2B SaaS founder needs to choose, prioritize, or rebalance customer acquisition channels — deciding outbound vs inbound, paid vs PLG, where to put marketing budget, or sanity-checking CAC, LTV:CAC, and payback. Also for channel-specific playbooks (cold email, LinkedIn, paid social, community, partnerships) and channel-mix audits. Not for closing tactics (use sales-skill) or copy (use copywriter-skill).

What it loads into context

Frontmatter

107 tokens

Always available to the agent

SKILL.md

1,207 tokens

When the skill is activated

Reference documents

3,198 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Output discipline
  2. When to read the reference file
  3. Core workflow
  4. Output formats
  5. Key principles
  6. Anti-patterns to flag

Files

  • SKILL.mdcore5,236 bytes
  • references/channel-knowledge-base.mddoc12,393 bytes
Read SKILL.md

# Channel Expert — B2B SaaS Acquisition Channel Strategist

You are a senior B2B SaaS GTM strategist specializing in acquisition channel selection, benchmarking, and execution planning. You combine data-driven channel economics with practical founder-level advice.

## Output discipline

Deliver only what the user will actually use. Never leak internal scaffolding into the output:
- No reference citations the reader can't see ("§3.2", "per the knowledge base", "KB §1.4").
- No mode or process narration ("Mode: Generate", "I have everything I need", "following the skill's methodology").
- No skill-handoff chatter inside the deliverable.

Apply frameworks silently — name one only when it helps the reader, not to show your work. When context is missing, state your assumption in one line and proceed; don't interrogate.

## When to read the reference file
View the complete source on GitHub

Skills included

  • channel-expert
  • copywriter-skill
  • data-analysis
  • design
  • devops
  • motion-picture
  • plg-skill
  • pricing
  • product-position
  • product-spec
  • prospecting
  • sales-skill
  • script-writer-skill
  • seo
  • software-architect

Repository facts

License
MIT
Created
Apr 13, 2026
Last pushed
Jul 2, 2026
Forks
4
Open issues
0
Project activity
Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 7, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 5 notes
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  • seo/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • seo/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 318 signals by file

copywriter-skill/references/knowledge-base.md

  • Network accessline 303
    1. [Paul Graham - Essays on startups, programming, and life](https://paulg.spicytakes.org) - Writing, Briefly. 4.6. Key Insight: Writing well is a thinking tool: draft ... He outlines shared pr...
  • Network accessline 305
    2. [James Clear's Post - LinkedIn](https://www.linkedin.com/posts/jamesclear_the-simplest-way-to-clarify-your-thinking-activity-7171553616586096640-5wjc) - The simplest way to clarify your thinking is to write a full page about whatever you
  • Network accessline 307
    3. [Politics and the English Language - Wikipedia](https://en.wikipedia.org/wiki/Politics_and_the_English_Language)
  • Network accessline 309
    4. [Politics and the English Language Summary | SuperSummary](https://www.supersummary.com/politics-and-the-english-language/summary/) - Thanks for exploring this SuperSummary Plot Summary of “Politics and the English Language” by George...
  • Network accessline 311
    5. [Book Summary: On Writing Well by William Zinsser](https://www.lucapallotta.com/on-writing-well-by-william-zinsser/) - Zinsser's 'On Writing Well' explores nonfiction writing through simplicity, clarity, and personal st...
  • Network accessline 313
    6. [Steven Pinker's Guide to Classic Style](https://philosophicaldisquisitions.blogspot.com/2014/09/steven-pinkers-guide-to-classic-style.html) - I try to be a decent writer. I try to convey complex ideas to a broader audience. I try to wri
  • Network accessline 315
    7. [Simplicity vs. Clutter Theme Analysis - On Writing Well](https://www.litcharts.com/lit/on-writing-well/themes/simplicity-vs-clutter) - Get everything you need to know about Simplicity vs. Clutter in On Writing Well. Analysis, related q.
  • Network accessline 317
    8. [The Sense of Style: The Thinking Person’s Guide to Writing in ...](https://www.lovethesat.com/sense-style-thinking-persons-guide-writing-21st-century-steven-pinker)
  • Network accessline 319
    9. [Orwell's Six Rules of Writing - YouTube](https://www.youtube.com/watch?v=u25kGuMp-nE) - This tutorial will explain George Orwell's six rules of writing. These rules help students improve t...
  • Network accessline 321
    10. [Everybody Writes Book Summary by Ann Handley | Sipreads](https://sipreads.com/everybody-writes) - It helps the customer do something that's important to her · The writer relies on data and is creati...
  • Network accessline 323
    11. [Scientific Advertising Summary](https://www.scribd.com/document/897620813/Scientific-Advertising-Summary) - Claude C. Hopkins emphasizes that advertising is a science focused solely on driving measurable sale...
  • Network accessline 325
    12. [Scientific Advertising by Claude Hopkins | Gopal](https://www.gop.al/scientific-advertising-by-claude-hopkins) - It is profitable or unprofitable according to its actual sales. It is not for general effect. It is ...
  • Network accessline 327
    13. [Clarity vs Cleverness in Copywriting: Why “Clear” is Better - WRIXON](https://wrixon.com/clarity-cleverness-copywriting/) - Discover why clarity beats cleverness in copywriting. Learn proven tips to write clear copy that con...
  • Network accessline 329
    14. [The Best of James Clear: Big Ideas From His Last 3,000 Tweets](https://letter.substack.com/p/the-best-of-james-clear-big-ideas) - Ruthlessly eliminate unnecessary information and needless words. The best writing is short, but pote...
  • Network accessline 331
    15. [Summary: Julian Shapiro's Writing Well Handbook | PDF - Scribd](https://www.scribd.com/document/983993847/Summary-Julian-Shapiro-s-Writing-Well-Handbook) - The 'Writing Well Handbook' provides a comprehensive guide on sourcing writing 
  • Network accessline 333
    16. [Writing That Wins: Lessons from "Everybody Writes" - LinkedIn](https://www.linkedin.com/pulse/writing-wins-lessons-from-everybody-writes-sindhu-j-3yrwc) - But Handley introduced me to pathological empathy, writing as if you're in the r
  • Network accessline 335
    17. [How to Write Effective Newsletters: Ann Handley's Secrets | Podcast](https://www.marketingprofs.com/podcasts/2019/41542/writing-email-ann-handley-marketing-smarts) - MarketingProfs Chief Content Officer, best-selling author, and global
  • Network accessline 337
    18. [Case Study: Creativity vs. clarity in email subject lines](https://sherpablog.marketingsherpa.com/email-marketing/aweber-subject-line-test/) - It's critical for any marketing email to be labeled with an appealing, even gripping, subjec
  • Network accessline 339
    19. [The Copywriter's Handbook Book Summary by Robert W. Bly](https://www.shortform.com/summary/the-copywriters-handbook-summary-robert-w-bly) - The book outlines proven techniques for capturing your audience's interest, communicating benef
  • Network accessline 341
    20. [The Copywriter's Handbook by Robert W. Bly | PDF - Scribd](https://www.scribd.com/document/383219183/The-Copywriter-s-Handbook-by-Robert-W-Bly) - The document provides guidance for writing effective copy, summaries key principles as fo
  • Network accessline 343
    21. [Features vs Benefits: What's the Difference & Why Does it ...](https://karinabarker.ca/whats-the-difference-between-a-feature-and-a-benefit-and-why-does-it-matter-in-copywriting/) - It’s cold outside right now. Really cold. Toronto is 
  • Network accessline 345
    22. [Copywriting 101: Features vs. Benefits - The Writers For Hire](https://www.thewritersforhire.com/copywriting-101-features-vs-benefits/) - Are you a copywriter and confused between features & benefits? This are the difference between th
  • Network accessline 347
    23. [[PDF] Eugene Schwartz Breakthrough Advertising - chaniotakis.com](https://chaniotakis.com/default.aspx/book-search/aPvSge/Eugene-Schwartz-Breakthrough-Advertising.pdf)
  • Network accessline 349
    24. [Eugene Schwartz Breakthrough Advertising - OGh](https://ogh.nl/download/browse/mo2vAo/EugeneSchwartzBreakthroughAdvertising.pdf)
  • Network accessline 351
    25. [The AIDA Model & Elias St. Elmo Lewis - Ric Dragon](https://ricdragon.com/2011/12/30/the-aida-model-elias-st-elmo-lewis/) - A guy named Elias St. Elmo Lewis invented an oft-cited marketing concept of AIDA (acronym for “atten...
  • Network accessline 353
    26. [The 6 most used Copywriting Frameworks (with examples) - Swonkie](https://blog.swonkie.com/en/the-6-most-used-copywriting-frameworks-with-examples/) - AIDA – Attention, Interest, Desire, and Action · PAS – Problem, Agitate, and Solutio
  • Network accessline 355
    27. [13 Copywriting Frameworks You Need to Know - Digitaloft](https://digitaloft.co.uk/copywriting-frameworks/) - 1. AIDA – Attention → Interest → Desire → Action · 2. PAS – Problem → Agitate → Solution · 3. FAB – ...
  • Network accessline 357
    28. [How to Master the Problem-Agitate-Solution Copywriting ...](https://blaksheepcreative.com/digital-marketing/content-marketing/copywriting/problem-agitate-solution-formula/) - If you're looking for a proven formula that can help you wri
  • Network accessline 359
    29. [15 copywriting frameworks that are revolutionizing online marketing ...](https://non.agency/en/blog/15-copywriting-frameworks-that-are-revolutionizing-online-marketing-and-seo/) - Effective copywriting is an art that can turn mediocre 
  • Network accessline 361
    30. [Examples of 4U headlines for...](https://lectera.com/info/articles/4u-headlines) - A 4U headline captures the reader’s attention and casts your unique selling proposition (USP) in the...
  • Network accessline 363
    31. [The Dark Magic of Conversion Copywriting with Joanna Wiebe](https://paidsearchmagic.com/6/)
  • Network accessline 365
    32. [How to Write Potent Headlines: A Lesson from David Ogilvy](https://contentforbiz.com/2012/01/how-to-write-potent-headlines-a-lesson-from-david-ogilvy/) - Lessons on writing headlines from legendary ad man David Ogilvy are relevant to w
  • Network accessline 367
    33. [Ogivly Impressions – 25 Favourite Quotes From The Confessions](https://www.iliyanastareva.com/blog/ogivly-impressions-25-favourite-quotes-from-the-confessions) - My favourite quotes and thoughts from David Ogilvy's "Confessions of an A
  • Network accessline 369
    34. [Confessions of an Advertising Man - Wikipedia](https://en.wikipedia.org/wiki/Confessions_of_an_Advertising_Man)
  • Network accessline 371
    35. [Email Subject Line A/B Testing: 4 Tests + Templates You Can ...](https://www.activecampaign.com/blog/ab-testing-email-subject-lines) - Your email's subject line is the most important factor to get your email opened. How can you use A/B
  • Network accessline 373
    36. [Free Copywriting Course For Beginners - Conversion ... - YouTube](https://www.youtube.com/watch?v=KDBkuENCMk8) - ... copy like a champ. You'll learn ... Writing for more conversions: a masterclass in conversion co...
  • Network accessline 375
    37. [10 Conversion Copywriting Principles I Learned from Joanna ...](https://www.gabrieldeluna.com/p/conversion-copywriting-principles-joanna-wiebe) - What Copy School taught me that 10 years of reading copywriting books didn’t
  • Network accessline 377
    38. [Headline and Button Copywriting: Joanna From Copy Hackers Got A ...](https://swaycopy.com/headline-button-copywriting-joanna-copy-hackers-increase-conversion/) - Joanna from Copy Hackers got a 123.9% lift in clicks by making headline a
  • Network accessline 379
    39. [Scientific Advertising by Claude C. Hopkins | Goodreads](https://www.goodreads.com/book/show/2621927-scientific-advertising) - Scientific Advertising is an important work on advertis…
  • Network accessline 381
    [Credential-related source omitted]
  • Network accessline 383
    41. [Structuring Language](https://www.masterclass.com/classes/malcolm-gladwell-teaches-writing/chapters/structuring-language) - Learn how Malcolm uses sentence length and punctuation to guide readers through a sophisticated idea...
  • Network accessline 385
    42. [The Principles of Writing Great Email Copy | Ann Handley Reveals Top Tips](https://www.youtube.com/watch?v=zkabQFTfBcI) - Ann Handley, bestselling author of "Everybody Writes" and Chief Content Officer at MarketingProfs, t...
  • Network accessline 387
    43. [Purple Cow, How to Be Remarkable, and the Secrets of Marketing in 2023:  with Seth Godin](https://www.youtube.com/watch?v=inBvLIIcRr0) - #sethgodin #purplecow #marketingsecrets
  • Network accessline 392
    44. [Purple Cow by Seth Godin - Christopher Roosen](https://www.christopherroosen.com/blog/2023/7/24/purple-cow-by-seth-godin) - Godin proposes that we need to add something to our product, service and experience design, the Purp...
  • Network accessline 394
    45. [Morgan Housel: How to Master Writing](https://howiwrite.substack.com/p/morgan-housel-how-to-master-writing) - But this time I said, tell me about stories. How do you find stories? How do you tell stories? How d...
  • Network accessline 396
    46. [George Orwell's Six Rules for Writing Clear and Tight Prose](https://www.openculture.com/2025/12/george-orwells-six-rules-for-writing.html) - Image via Wikimedia Commons Most everyone who knows the work of George Orwell knows his 1946 

data-analysis/references/knowledge-base.md

  • Network accessline 406
    1. [John W. Tukey and Data Analysis - Project Euclid](https://projecteuclid.org/journals/statistical-science/volume-18/issue-3/John-W-Tukey-and-Data-Analysis/10.1214/ss/1076102418.pdf) - To many in statistics and other fields John Tukey may
  • Network accessline 408
    2. [“Exploratory data analysis” and “confirmatory data analysis” are the ...](https://statmodeling.stat.columbia.edu/2025/05/23/exploratory-data-analysis-and-confirmatory-data-analysis-are-the-same-thing/) - “Confirmatory data analysis” ref
  • Network accessline 410
    3. [Exploratory and confirmatory data analysis](https://statmodeling.stat.columbia.edu/2022/09/06/exploratory-and-confirmatory-data-analysis/) - “Confirmatory data analysis” refers to p-values, while “exploratory data analysis” is all about
  • Network accessline 412
    4. [[PDF] EDA - Introduction and Context Exploratory Data Analysis](https://www.milagrosoft.com/EDAIntro2008.pdf) - Starting with John Tukey's seminal work in 1977 (Exploratory Data Analysis (EDA)), right up to the p...
  • Network accessline 414
    5. [Improving Your Business Process with Statistical Thinking](https://support.sas.com/resources/papers/proceedings10/294-2010.pdf)
  • Network accessline 416
    6. [Paper 36-2010](https://www.mwsug.org/proceedings/2010/appdev/MWSUG-2010-36.pdf)
  • Network accessline 418
    7. [Six Sigma for Managers - Module 1 Part 3: Walter Shewhart and Statistical Process Control](https://www.youtube.com/watch?v=s9UIuhh77T0) - Statistical Process Control is an essential tool for understanding if a system is stable. Manageme
  • Network accessline 420
    8. [[PDF] Judgment under Uncertainty: Heuristics and Biases Author(s)](https://sites.socsci.uci.edu/~bskyrms/bio/readings/tversky_k_heuristics_biases.pdf) - Biases in judgments reveal some heuristics of thinking under uncertainty. Amos Tver
  • Network accessline 422
    9. [[PDF] The Role of Cognitive Biases in AI-assisted Decision-making - arXiv](https://arxiv.org/pdf/2010.07938.pdf) - Tversky and Kahneman (1974) explained that anchoring bias manifests through the anchoring-and- adjus...
  • Network accessline 424
    10. [[PDF] The anchoring bias reflects rational use of cognitive resources](https://cocosci.princeton.edu/papers/AnchoringSimulations.pdf) - For instance, Tversky and Kahneman (1974) showed that people's probability judgments appear to be i
  • Network accessline 426
    11. [Your Metrics Maybe Lying: Survivorship Bias in Product Data](https://www.linkedin.com/pulse/your-metrics-maybe-lying-survivorship-bias-product-data-mohandas-oy9tc) - We trust data. Dashboards feel objective.
  • Network accessline 428
    12. [It’s Time To Challenge Your Data! How To Overcome Survivorship Bias?](https://productcoalition.com/its-time-to-challenge-your-data-how-to-overcome-survivorship-bias-a9e41d067605?gi=8fd3de8f9b84) - In this post, we study the Survivorshi
  • Network accessline 430
    13. [How Survivorship Bias Affects your Analysis - The Data School](https://dataschool.com/misrepresenting-data/survivorship-bias/) - Survivorship bias negatively affects your analysis. Learn how to detect Survivorship Bias and how to...
  • Network accessline 432
    14. [9.3 Biases in Our Decision Process – Cognitive Psychology](https://nmoer.pressbooks.pub/cognitivepsychology/chapter/biases-in-our-decision-process/) - Tversky and Kahneman's (1974) research helped to diagnose the specific systematic, d
  • Network accessline 434
    15. [Tversky and Kahneman's Cognitive Illusions: Who Can Solve Them ...](https://pmc.ncbi.nlm.nih.gov/articles/PMC8075297/) - In the present paper we empirically investigate the psychometric properties of some of the most famo...
  • Network accessline 436
    16. [Thinking Like a Data Scientist: Kozyrkov's Mental Models ... - Klover.ai](https://www.klover.ai/thinking-like-a-data-scientist-kozyrkovs-mental-models-for-everyday-decisions/) - Cassie Kozyrkov, Google's first Chief Decision Scientist,
  • Network accessline 438
    17. [Decision Intelligence with Cassie Kozyrkov](https://www.gcppodcast.com/post/episode-128-decision-intelligence-with-cassie-kozyrkov/) - Chief Decision Scientist, Cassie Kozyrkov joins Mark and Melanie this week to explain data science, 
  • Network accessline 440
    18. [A Framework for Embedding Decision Intelligence into your ...](https://towardsdatascience.com/a-framework-for-embedding-decision-intelligence-into-your-organization-f104947651ae/) - A desire to see Decision Intelligence (DI) as a unify
  • Network accessline 442
    19. [#45 Decision Intelligence and Data Science (with Cassie Kozyrkov)](https://www.youtube.com/watch?v=Q_CO9yyASvE) - In this episode of DataFramed, Hugo speaks with Cassie Kozyrkov, Chief Decision Scientist at Google ...
  • Network accessline 444
    20. [[PDF] Tidy Data - Hadley Wickham](https://vita.had.co.nz/papers/tidy-data.pdf)
  • Network accessline 446
    21. [12 Tidy data - R for Data Science - Hadley Wickham](https://r4ds.had.co.nz/tidy-data.html) - You’re reading the first edition of R4DS; for the latest on this topic see the Data tidying chapter ...
  • Network accessline 448
    22. [5 Data tidying - R for Data Science (2e) - Hadley Wickham](https://r4ds.hadley.nz/data-tidy.html) - In this chapter, we'll focus on tidyr, a package that provides a bunch of tools to help tidy up your...
  • Network accessline 450
    23. [What is tidy data?](https://kiwidamien.github.io/what-is-tidy-data.html) - The principles of Hadley Wickham's tidy data, and how it relates to long and wide form data.
  • Network accessline 452
    24. [Tidy data - in draft - Escape from Spreadsheet Hell](https://instr.iastate.libguides.com/spreadsheets/tidy) - The website for the workshop! TL;DR we’ll teach you how to create spreadsheets optimized for reuse b...
  • Network accessline 454
    25. [Introduction - R for Data Science (2e) - Hadley Wickham](https://r4ds.hadley.nz/intro.html) - This book aims to give you a solid foundation in the most important tools and enough knowledge to fi...
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    26. [🧮 A Career in Counting Things with Randy Au || Data + Curiosity](https://www.youtube.com/watch?v=-Vvf0KQRF_0) - In this episode of Data + Curiosity, I had the opportunity to chat with Randy Au, about how he came ...
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    27. [About Counting Stuff](https://www.counting-stuff.com/about/) - “Counting Stuff” is about quantitative work, with a focus on the mundane but important work of data ...
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    28. [This week on Counting Stuff, some thoughts on teaching data analysis. | Randy Au posted on the topic | LinkedIn](https://www.linkedin.com/posts/randy-au-5563372b_this-week-on-counting-stuff-some-thoughts-activity-7307797759795867649-aV
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    29. [Embedding column-name contracts in data pipelines with dbt](https://www.emilyriederer.com/post/convo-dbt/) - In this post, I'll demonstrate how one such tool, dbt, can help data producers consistently apply co...
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    30. [Column Names as Contracts | Emily Riederer · Issue #9 - GitHub](https://github.com/emilyriederer/website/issues/9) - Column Names as Contracts | Emily Riederer Using controlled dictionaries for low-touch documentation...
  • Network accessline 466
    31. [Column Names as Contracts - Emily Riederer](https://www.emilyriederer.com/talk/col-names-contract/) - Exploring the benefits of using controlled vocabularies to encode metadata in column names, and demo...
  • Network accessline 468
    32. [Data Quality Meetup #9: Column Name Contracts with dbt - YouTube](https://www.youtube.com/watch?v=o1ONaIPkDB4) - Emily Riederer, Senior Manager of Analytics & Data Science at Capital One, joins the Data Quality Me...
  • Network accessline 470
    33. [Retention Benchmarks - Brian Balfour](https://brianbalfour.com/quick-takes/retention-benchmarks) - Casey Winters and Lenny Rachitsky rounded up good and great retention benchmarks from leaders within...
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    34. [Reforge CEO Brian Balfour | EP.17 | CleverTapEngage - YouTube](https://www.youtube.com/watch?v=UfqhWYsSdNQ) - Brian Balfour is the CEO of Reforge and the former VP of Growth at Hubspot. He knows growth marketin...
  • Network accessline 474
    35. [Don't Let Your North Star Metric Deceive You | Reforge Blog](https://www.reforge.com/blog/north-star-metric-growth) - Focusing only on your north star metric is a dangerous way to measure the growth of your business, a...
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    36. [E766: Casey Winters (Greylock, Pinterest, Grubhub) on ... - YouTube](https://www.youtube.com/watch?v=WSamOVyv2vk) - Back by popular demand is Casey Winters of Greylock (previously Growth Head Pinterest, Grubhub), who...
  • Network accessline 478
    37. [Crystal Widjaja's Post - LinkedIn](https://www.linkedin.com/posts/crystalwidjaja_fun-chat-w-churn-fm-with-my-three-hot-takes-activity-7265718185566302210-711J) - In this episode, Crystal dives deep into activating growth through data-d
  • Network accessline 480
    38. [A Better Approach to Analyzing Activation Funnels with Crystal Widjaja](https://www.youtube.com/watch?v=s8PWWFWPW-U) - ... Data and Gojek, introduces approach to analyzing activation funnels. ... This talk connects to C...
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    39. [#13 - Startup Growth Strategy & Building Gojek Data Team - Crystal ...](https://techleadjournal.dev/episodes/13/) - A setup moment helps the user and the product get to and reach the aha moment. What I tend to look a...
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    40. [The Role of User Activation in Atlassian’s Growth Strategy - OpenView](https://openviewpartners.com/blog/the-role-of-user-activation-in-atlassians-growth-strategy/) - User activation is a critical step in the user journey, but often ov
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    41. [How to Measure + Improve Feature Adoption](https://contentsquare.com/guides/product-adoption/feature/) - Discover how to boost your adoption rate after a feature release and the key metrics to track featur...
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    42. [How To Measure New Feature Adoption - Issue 187](https://dataanalysis.substack.com/p/how-to-measure-new-feature-adoption) - Ways to measure the success of a new feature release or a product adoption.
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    43. [Data Magic | Crystal Widjaja (Gojek, Reforge, Generation Girl)](https://www.linkedin.com/posts/crystalwidjaja_data-magic-crystal-widjaja-gojek-reforge-activity-7299424304453103616-xYQX) - Balancing the Yin & Yang of Data: Lessons from 
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    44. [Identify High-Value Customers with the RFM Model - beBit TECH](https://www.bebit-tech.com/en/blog/rfm-segmentation) - The RFM model is a method used to identify and analyze customer value through transactional data. Br...
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    45. [How to identify high value customers with RFM analysis? - datakulture](https://datakulture.com/blog/identify-high-value-customers-with-rfm-segmentation/) - Our data analysts share how to use RFM analysis to identify high value customer
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    46. [RFM Analysis Method of Customer Segmentation: A Step-by-Step ...](https://www.linkedin.com/pulse/rfm-analysis-method-customer-segmentation-guide-salawu-h1moc) - RFM analysis is an effective customer segmentation method that is used to 
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    47. [#digitalanalytics #implementations #adobeanalytics #googleanalytics… | Adam Greco 🇳🇱 | 53 commentaires](https://www.linkedin.com/posts/adamgreco_digitalanalytics-implementations-adobeanalytics-activity-6755550623321645056-OMCR) - As ma
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    48. [Event Tracking Best Practices: How to Design Reliable Analytics Data](https://www.productanalyticstools.com/guides/event-tracking-best-practices) - Practical guidelines for naming, structuring, and maintaining event tracking so your an
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    49. [Building Scalable Product Analytics: A Framework for Custom Event Taxonomy & Governance](https://www.linkedin.com/pulse/building-scalable-product-analytics-framework-custom-event-alam-k9j3c) - Learn how to create a custom event taxonom
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    50. [How to Create an Event Tracking Plan (Step-by-Step) - Omtera](https://www.omtera.com/insights/how-to-create-an-event-tracking-plan-step-by-step) - Learn how to strategically plan your event tracking, align it with key business goals, s
  • Network accessline 506
    51. [Sales Pipeline Metrics to Monitor](https://blog.revpartners.io/en/revops-articles/track-these-sales-pipeline-metrics) - Understanding and improving sales pipeline metrics can lead to increased revenue, improved efficienc...
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    52. [What are Revenue Operations KPIs (RevOps metrics)](https://www.somebodydigital.com/glossary/revenue-operations-kpis/) - These metrics include the number of leads at each stage, conversion rates, and the time taken to mov...
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    53. [Why RevOps teams need to take a closer look at Pipeline Velocity](https://biglittle.ai/why-revops-teams-need-to-take-a-closer-look-at-pipeline-velocity) - Deconstruct pipeline velocity and improve its constituent components to improve 
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    54. [Advanced Pipeline Metrics for RevOps: The 2025 Blueprint for ...](https://www.opsethic.com/blog/advanced-pipeline-metrics-revops-2025) - Unlock the most impactful RevOps pipeline metrics for 2025. Learn advanced KPIs, velocity formulas
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    55. [Sales Forecasting: 7 Methods Compared with Benchmarks](https://salesmotion.io/blog/sales-forecasting-methods) - Compare seven sales forecasting methods from rep-submitted to ML-powered. See accuracy benchmarks an...
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    56. [Sales Forecasting: 5 Methods with Templates for 2025](https://optif.ai/media/articles/sales-forecasting-methods-templates) - Master the 5 proven sales forecasting methods with formulas, accuracy benchmarks, and Excel template...
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    57. [The Weighted Pipeline: A Simple Sales Forecasting Method](https://forecastio.ai/blog/weighted-pipeline) - Master weighted pipeline forecasting. Understand how to calculate weighted value and forecast revenu...
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    58. [Survival Curves for SaaS: Time-to-Churn Insights - User Intuition](https://www.userintuition.ai/reference-guides/survival-curves-for-saas-time-to-churn-insights) - How survival analysis reveals when customers are most vulnerable to chu
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    59. [How Can Survival Analysis Transform Your SaaS ...](https://www.getmonetizely.com/articles/how-can-survival-analysis-transform-your-saas-customer-retention-and-pricing-strategy) - In the competitive landscape of SaaS businesses, underst
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    60. [Key Customer Churn Indicators Every SaaS Business ...](https://livesession.io/blog/key-customer-churn-indicators) - These are all the reasons why your customers are churning! 11 Red flag metrics to help with reducing...
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    61. [SaaS Churn Metrics & How to Reduce Churn - Banyan AI](https://gobanyan.io/saas-churn-metrics-how-to-reduce-churn/) - In-depth guide to SaaS churn metrics, SaaS churn benchmarks, and churn rate SaaS analysis with real ...
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    62. [8 Key SaaS Product Analytics Metrics to Track in 2026 - Countly](https://countly.com/blog/8-product-analytics-metrics-every-saas-growth-team-should-track) - 8 Key SaaS Product Analytics Metrics to Track in 2026
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    63. [CRM Data Hygiene: How Clean Data Impacts Sales](https://s-rocket.com/en/articles/sho-take-crm-gigiyena) - Four pillars of effective CRM hygiene include data entry standardization, regular audits, automatic ...
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    64. [CRM data entry best practices - TinyMCE](https://www.tiny.cloud/blog/crm-data-entry/) - When you maintain the quality of data entered in your CRM, it ensures the contact and account inform...
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    65. [CRM data hygiene: How to keep your CRM clean and trustworthy](https://www.integrate.com/blog/crm-data-hygiene) - Best practices for maintaining CRM data hygiene · Standardize data at the point of entry · Automate ...
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    66. [CRM Data Hygiene: Best Practices to Keep Your Database Clean ...](https://clevyr.com/blog/post/crm-data-hygiene) - Set Up Workflows. Automate tasks like emailing sales reps when a record hasn't been updated for 90 d...
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    67. [Trustworthy Online Controlled Experiments](https://www.cambridge.org/core/books/trustworthy-online-controlled-experiments/D97B26382EB0EB2DC2019A7A7B518F59) - 'This book is a great overview of how several companies use online experiment
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    68. [Trustworthy Online Controlled Experiments: A Practical Guide to A/B ...](https://books.google.com/books?id=TFjPDwAAQBAJ&printsec=frontcover) - Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing. By Ron Kohavi, 
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    69. [12 Guidelines for Effective A/B Testing](https://paulvanderlaken.com/2018/09/11/12-guidelines-for-effective-a-b-testing/) - I wrote about Emily Robinson and her A/B testing activities at Etsy before, but now she’s back with ...
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    70. [Ronny Kohavi shares how to accelerate innovation by getting results ...](https://www.kameleoon.com/blog/ronny-kohavi-getting-results-you-trust) - A/A tests should be used as a guardrail to ensure data is accurate, identify bugs in the 
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    71. [Peeking at live A/B tests: when is it OK? | Ron Kohavi - LinkedIn](https://www.linkedin.com/posts/ronnyk_peeking-at-live-ab-tests-when-is-it-ok-activity-7363606451627446272-vBXJ) - Peeking at live A/B tests: when is it OK? A common mis
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    72. [Quasi-experimental study: comparative studies - GOV.UK](https://www.gov.uk/guidance/quasi-experimental-study-comparative-studies) - A quasi-experimental study can help you to find out whether your digital product or service achieves...
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    73. [[PDF] Difference-in-Differences Designs: A Practitioner's Guide - arXiv](https://arxiv.org/pdf/2503.13323.pdf) - Difference-in-differences (DiD) is arguably the most popular quasi-experimental research design. Its...
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    74. [Question on quasi-experimental approach for product feature ...](https://www.reddit.com/r/datascience/comments/1hxnq3t/question_on_quasiexperimental_approach_for/) - My initial thought was to use difference-in-difference but I don't th
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    75. [[PDF] Designing Robust Experimentation Frameworks with Guardrail Metrics](https://www.ijfmr.com/papers/2025/5/57946.pdf) - This paper proposes a healthy experimentation framework that focuses on incorporating guardrail metr...
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    76. [[PDF] Beyond A/B Testing - Getting More from Experiments](https://www.adventuresinwhy.com/pdf/beyond_ab_testing.pdf) - Typical adjustment for multiple comparisons reduces power both for guardrail metrics and primary eva...
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    77. [The Analytics Development Lifecycle (ADLC) - dbt Labs](https://www.getdbt.com/resources/the-analytics-development-lifecycle) - We propose a specific workflow designed to accelerate data velocity while improving data maturity: t...
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    78. [Creating reliable data products with analytics engineering | dbt Labs](https://www.getdbt.com/blog/creating-reliable-data-products-with-analytics-engineering) - Explore how companies can build dependable data products through analytics
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    79. [Advanced SQL for Data Analysis: Mastering CTEs, Window Functions, and Performance Optimization](https://dataloopr.com/blog/advanced-sql-for-data-analysis-mastering-ctes-window-functions-and-performance-optimization-140/) - Access a fre
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    80. [Advanced SQL for Data Analysis: CTEs & Window Functions](https://dataloopr.com/blog/advanced-sql-for-data-analysis-mastering-ctes-window-functions-and-performance-optimization-140) - Readability: CTEs make queries easier to read, debug
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    81. [SQL CTE Documentation: Best Practices for Readability and ...](https://www.linkedin.com/posts/jared-greathouse-26315711a_and-please-write-comments-on-your-ctes-activity-7429254917342543872-tv2l) - Aim ONE thing per CTE: Filter raw data
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    82. [How to Use PostgreSQL CTEs and Window Functions - OneUptime](https://oneuptime.com/blog/post/2026-01-21-postgresql-cte-window-functions/view) - CTEs and window functions are powerful SQL features for complex queries and analytics. This
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    83. [Mastering SQL Window Functions for Analytics | AI2sql](https://ai2sql.io/mastering-sql-window-functions-for-analytics) - This deep dive will demystify window functions and show you how to harness them for powerful analyti...
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    84. [Method Chaining - Modern Pandas (Part 2) - Tom's Blog](https://tomaugspurger.net/posts/method-chaining/) - Method chaining, where you call methods on an object one after another, is in vogue at the moment. I...
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    85. [4 Pandas Anti-Patterns to Avoid and How to Fix Them - Aidan Cooper](https://www.aidancooper.co.uk/pandas-anti-patterns/) - This post highlights four common pandas anti-patterns and outlines a complementary set of techniques...
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    86. [Emilie Schario: BREAKING YOUR DATA TEAM OUT OF ... - YouTube](https://www.youtube.com/watch?v=BGjNyZFizYE) - This talk was recorded at Crunch Data Conference 2021. Emilie Schario from Netlify spoke about break...
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    87. [098 – Why Emilie Schario Wants You to Run Your Data Team Like a ...](https://designingforanalytics.com/resources/episodes/098-why-emilie-schario-wants-you-to-run-your-data-team-like-a-product-team/) - Emilie thinks data teams should op
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    88. [AI, Data Engineering, and the Modern Data Stack - AI + a16z](https://pod.wave.co/podcast/ai-a16z-bb478300-96d5-4003-8143-050e1d6397e5/ai-data-engineering-and-the-modern-data-stack-3d6a67e3)
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    89. [Data-Ink Ratio - InfoVis:Wiki](https://infovis-wiki.net/wiki/Data-Ink_Ratio)
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    90. [Clutter-Free: One of the 3 Cs for Better Charts - NN/G](https://www.nngroup.com/articles/clutter-charts/) - Cut out the chartjunk; eliminate elements that distract from your data visualization.
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    91. [Tufte's Principles - thedoublethink](https://thedoublethink.com/tuftes-principles-for-visualizing-quantitative-information/) - There is a very annoying graph that keeps popping up in Keynote presentations.
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    92. [5 Chartjunk, Data-Ink Ratios, and Visualization Theory](https://radicalresearch.llc/EA078_Fall2024/chartJunk.html)
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    93. [Chart junk and data ink: origins](https://data.europa.eu/apps/data-visualisation-guide/chart-junk-and-data-ink-origins)
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    94. [Small multiple - Wikipedia](https://en.wikipedia.org/wiki/Small_multiple)
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    95. [Other charts and maps: Small multiple charts](https://service-manual.ons.gov.uk/data-visualisation/chart-types/small-multiple-charts)
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    96. [Tableau Chart Talk: Small Multiples - phData](https://www.phdata.io/blog/tableau-chart-talk-small-multiples/) - Small multiples is a chart design that allows multiple comparisons to be made at once. In this post,...
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    97. [Counting Stuff: Data driven failures in orgs](https://www.linkedin.com/posts/randy-au-5563372b_this-week-on-counting-stuff-some-more-musings-activity-7371206979547078656-L9PU) - This week on Counting Stuff, some more musings of differe
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    98. [Survivorship Bias: When Missing Data Warps Your Conclusions](https://www.statology.org/survivorship-bias-when-missing-data-warps-your-conclusions/) - Learn how survivorship bias creates false patterns by systematically excluding failur
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    99. [Analysis paralysis: When too much data reduces decision-making](https://www.route-fifty.com/digital-government/2023/04/analysis-paralysis-when-too-much-data-reduces-decision-making/385570/) - The growing volume of data, expanding numbe
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    100. [Making decisions when data is limited - Sirocco Group](https://www.siroccogroup.com/breaking-free-from-analysis-paralysis-making-decisions-when-data-is-limited/) - Overthinking doesn't make decisions better. It just makes them take lo

motion-picture/references/knowledge-base.md

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    1. [Twelve basic principles of animation - Wikipedia](https://en.wikipedia.org/wiki/Twelve_basic_principles_of_animation)
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    2. [The 12 principles of animation: Disney's secret Formula for ...](https://binus.ac.id/bandung/dkv/2025/11/03/the-12-principles-of-animation-disneys-secret-formula-for-believable-motion/)
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    3. [Twelve basic principles of animation - Wikipedia](https://en.wikipedia.org/wiki/12_basic_principles_of_animation)
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    4. [12 Principles](https://people.wku.edu/joon.sung/edu/anim/3d/animation/principles.html)
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    5. [Story Is King: This Motto Proved Useless at Pixar](https://www.shortform.com/blog/story-is-king/) - Pixar used to believe that "story is king" or that a great idea was enough. But the idea wasn't enou...
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    6. [Pixar: The Storytellers Part 1 - Upcoming Pixar](https://pixarplanet.com/blog/pixar-the-storytellers-part-1/) - I proudly present to you the part 1 of Pixar: The Storytellers, by Upcoming Pixar’s first guest writ...
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    7. [Monsters, Inc. - Wikipedia](https://en.wikipedia.org/wiki/Monsters,_Inc.)
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    8. [Monsters, Inc. - CGI making of (2001)](https://www.youtube.com/watch?v=XzLp5GQ9AnE) - Chronological playlist of CGI history videos:
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    9. [How Pixar worked emotions 'Inside Out'](https://eu.usatoday.com/story/life/movies/2015/06/18/pixar-inside-out-making-the-emotions-characters/28648779/) - It took years to find the right look for the emotions depicted in the new Pixar mo
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    10. [Inside Out – Q&A with Jonas Rivera and Pete Docter](https://nationalboardofreview.org/2015/06/qa-with-jonas-rivera-and-pete-docter/) - How did you develop the particular visual language of this film? It was really challenging. There we
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    11. [Screenwriting Expo 5 -- Pixar Storytelling 1](http://animationguildblog.blogspot.com/2006/10/screenwriting-expo-5-pixar.html) - Steve and I shared a pass to the Screenwriting Expo 5, and I used it Saturday to spend the day (and ...
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    12. [Writer-Director Andrew Stanton on the Art of Storytelling - 24700](https://blog.calarts.edu/2012/03/07/writer-director-andrew-stanton-on-the-art-of-storytelling/) - Last week at the TED2012: Full Spectrum conference in Long Beach, CalA
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    13. [Andrew Stanton Told Me How WALL-E Influenced In The Blink Of An ...](https://www.cinemablend.com/interviews/andrew-stanton-how-wall-e-influenced-in-the-blink-of-an-eye-unexpected) - In the Blink of an Eye's Andrew Stanton reveals the u
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    14. [How Pixar's Braintrust creates genius films with brutal feedback](https://www.linkedin.com/posts/russleads_pixars-best-movies-didnt-come-from-lone-activity-7384211507972263936-3RY5) - Pixar's best movies didn't come from lone geniuses.
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    15. [Protect the Braintrust - Jeremy Utley](https://www.jeremyutley.com/blog/protect-the-braintrust) - Ed Catmull describes the rigorous process by which Pixar's movies go from terrible, to exceptional. ...
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    16. [The Pixar Braintrust: How Candor Leads to Great Ideas - Shortform](https://www.shortform.com/blog/pixar-braintrust/) - How does Pixar deliver great projects? The Pixar Braintrust brings people from outside a project to ...
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    17. [Starting Point: 1979-1996](https://www.goodreads.com/book/show/18223750-starting-point) - The first of a pair of memoirs in collection form, feat…
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    18. [Starting Point: 1979-1996 by Hayao Miyazaki](https://play.google.com/store/books/details/Starting_Point_1979_1996?id=Vh4hEAAAQBAJ&hl=en_AU) - Starting Point: 1979-1996 – Ebook written by Hayao Miyazaki. Read this book using Google Play
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    19. [Starting Point 1979-1996 PDF](https://cdn.bookey.app/files/pdf/book/en/starting-point-1979-1996.pdf)
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    20. [Starting Point By Hayao Miyazaki: A Master's Warning Against The ...](https://www.hyperlific.com/articles/starting-point-by-hayao-miyazaki-a-masters-warning-against-the-machine-age/) - Before anyone talked about AI, Miyazaki wrote essa
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    21. [Ecological magic in My Neighbor Totoro - ACMI](http://www.acmi.net.au/stories-and-ideas/my-neighbour-totoro-studio-ghibli-acmi-legacy-2018/) - Explore the enchanting forests and intoxicating greenery of Studio Ghibli cinema ... Sunshin
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    22. [Hayao Miyazaki Says 'Ma' is an Essential Storytelling Tool - Final Draft](https://www.finaldraft.com/blog/hayao-miyazaki-says-ma-is-an-essential-storytelling-tool) - Another way to think of Ma is like a gap, a pause, or a space between
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    23. [What Hayao Miyazaki Said About “Ma,” and Its Importance in ...](https://www.nocturnalmind.net/the-streetlight/what-hayao-miyazaki-said-about-ma-and-its-importance-in-storytelling/) - “Ma” is a necessary stillness inserted within the ac
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    24. [Understanding the "Ma" of Studio Ghibli - Youth Are Awesome](https://youthareawesome.com/understanding-the-ma-of-studio-ghibli/) - Ma is a Japanese concept that essentially means “empty or negative space”. In a 2002 interview, Roge...
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    25. [Reflection on Grave of the Fireflies (1988) | UKEssays.com](https://www.ukessays.com/essays/animation/reflection-on-grave-of-the-fireflies-1988.php) - Grave of the Fireflies is a model of realist animation which also has a realistic st
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    26. [Reclaiming Empathy: A Film Review of “Grave of the Fireflies”](https://traversingtradition.com/2020/11/23/reclaiming-empathy-a-film-review-of-grave-of-fireflies/) - The bombings are brief. What Takahata focuses on instead is the fallou
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    27. [Easing Curves Explained for Mobile Motion Design - Alightmotion](https://alightmotionworld.com/blogs/easing-curves-mobile-animation-guide/) - Easing curves define the rate of change between keyframes in an animation. Movement between t
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    28. [The Easing Blueprint - animations.dev](https://animations.dev/learn/animation-theory/the-easing-blueprint) - This blueprint covers every type of easing that is built into CSS and it describes when to use it. A...
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    29. [Easing Functions Explained: Everything You Need to Know - SVGator](https://www.svgator.com/blog/easing-functions/) - An easing function is a mathematical algorithm at the heart of motion design, used to control the ra...
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    30. [6 Animation Guidelines for UX Design | by José Torre - Prototypr](https://blog.prototypr.io/6-animation-guidelines-for-ux-design-74c90eb5e47a) - There are virtually endless ways to make this motion just by tweaking it's easing curve. .
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    31. [Mistake 3: Not Matching...](https://pow.rs/blog/animation-easings/) - If you use default easings for your animations you might as well not even bother animating it.
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    32. [Spring - Motion Tutorial](https://motion.dev/tutorials/js-spring) - Introduction. The Spring example shows how to create smooth, physics-based animations using Motion's...
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    33. [Understanding Spring Animations in SwiftUI - Create with Swift](https://www.createwithswift.com/understanding-spring-animations-in-swiftui/) - SwiftUI handles the physics calculations, letting you focus on the feel you want, there's no
  • Network accessline 443
    34. [The physics behind spring animations - The Blog of Maxime Heckel](https://blog.maximeheckel.com/posts/the-physics-behind-spring-animations/) - By default, Framer Motion sets the stiffness of the spring animation to 100, the damping to 
  • Network accessline 445
    35. [Effortless UI Spring Animations: A Two-Parameter Approach](https://www.kvin.me/posts/effortless-ui-spring-animations) - When configuring spring animations, there's what I'll call "The Physics Approach". This involves def...
  • Network accessline 447
    36. [Animate movement using spring physics | Views - Android Developers](https://developer.android.com/develop/ui/views/animations/spring-animation) - In a spring-based animation, the SpringForce class lets you customize spring's stiffness,
  • Network accessline 449
    37. [Every Editing Transition Explained [The Shot List, Ep 9] - YouTube](https://www.youtube.com/watch?v=TKXBAaQB03U) - ... Cut 02:10 - Fade 04:47 - Dissolve 06:43 - Match Cut 08:53 - Iris 10:24 - Wipe 12:16 - Passing 13...
  • Network accessline 451
    38. [Cuts in film: Learn about different types of cuts - Adobe](https://www.adobe.com/creativecloud/video/post-production/cuts-in-film.html) - These types of video transitions are referred to as J and L cuts. This refers to the shape of the
  • Network accessline 453
    39. [9 Most-used Cuts in Video Editing - J cut, L cut, Match cut and More](https://invideo.io/blog/video-editing-types-of-cuts/) - It transitions between two clips by cutting from where the action is happening in one scene to where...
  • Network accessline 455
    40. [Essential editing transitions - explained - Filmustage Blog](https://filmustage.com/blog/essential-editing-transitions-explained/) - Editing is a thing that not everyone notices in movies. In fact, we all see it, of course, but we do..
  • Network accessline 457
    41. [Match Cuts & Creative Transitions with Examples - Editing Techniques](https://www.studiobinder.com/blog/match-cuts-creative-transitions-examples/) - A match cut is any transition, audio or visual, that uses elements from the previous s
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    42. [Rules of Video Editing From Walter Murch - Hamed Media](https://hamed.media/rules-of-video-editing-from-walter-murch/) - In his book “In the Blink of an Eye”, Murch introduced his famous “Six Rules of Editing”: a hierarch...
  • Network accessline 461
    43. [The Rule of Six – Walter Murch](https://blogs.ischool.berkeley.edu/i290-viznarr-s12/the-rule-of-six-walter-murch/) - In the blink of an eye: A perspective on film editing. Silman-James Press, 1995. The Rule of Six. Wa...
  • Network accessline 463
    44. [Walter Murch and In the Blink of an Eye - YouTube](https://www.youtube.com/watch?v=PKYeClvvlTw) - The Art of Editing — We look at Walter Murch's famous book, In the Blink of an Eye, and why it remai...
  • Network accessline 465
    45. [The 3-Second Rule: Why 87% of Viewers Skip Your Videos (And ...](https://scenith.in/blogs/three-second-rule) - Learn why most viewers skip videos within 3 seconds and discover proven editing techniques to hook y...
  • Network accessline 467
    46. [Text Animation for Readability: Kinetic Type Without ...](https://cursa.app/en/page/text-animation-for-readability-kinetic-type-without-overcomplication) - Free ebook: 2D Motion Graphics for Beginners: From Idea to Finished Animation f
  • Network accessline 469
    47. [Kinetic Typography Examples: 25 Standouts [+ Storyboard Tips]](https://www.todaymade.com/blog/kinetic-typography-examples) - Explore the best kinetic typography examples and learn how to storyboard, animate, and design your o...
  • Network accessline 471
    48. [Typography in Motion: 7 Design Principles - Upskillist](https://www.upskillist.com/blog/typography-in-motion-7-design-principles/) - Explore seven essential principles of kinetic typography to create engaging animated text that captu..
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    49. [How to Create Clear and Engaging Kinetic Typography in ...](https://www.aicoursify.com/blog/crafting-kinetic-typography-for-key-takeaways) - Hey there! If you’ve ever tried to make key points stand out on screen, you know it can be tri
  • Network accessline 475
    50. [Kinetic Typography in 2026: Examples, Patterns & UX Risk](https://www.digitalsilk.com/digital-trends/kinetic-typography/) - Explore 10 kinetic typography examples, key patterns and when animated text improves clarity or crea...
  • Network accessline 477
    51. [Saul Bass' Graphics Behind Hitchcock's Most Loved Films](https://www.pbssocal.org/shows/artbound/the-iconic-title-sequences-saul-bass-created-for-hitchcocks-most-loved-films) - Graphic designer Saul Bass knew how to hook audiences into
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    52. [Saul Bass - Wikipedia](https://en.wikipedia.org/wiki/Saul_Bass)
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    53. [Reassessing the Saul Bass and Alfred Hitchcock Collaboration](https://west86th.bgc.bard.edu/articles/reassessing-the-saul-bass-and-alfred-hitchcock-collaboration/)
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    54. [When Saul Bass Met Hitchcock - PRINT Magazine](https://www.printmag.com/history/when-saul-bass-met-hitchcock/) - Vertigo, North by Northwest and Psycho are three back-to-back films from Alfred Hitchcock’s late gol...
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    55. [Saul Bass 1920-1966 – The Master of Film Title & Poster Design](https://networkninenews.com/2013/02/12/saul-bass-1920-1966-the-master-of-film-title-poster-design/) - Saul Bass was not only one of the great graphic designers of the mid-
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    56. [30 Years of Kyle Cooper's Classic Title Sequence for SE7EN](https://thefincheranalyst.com/2025/09/26/30-years-of-kyle-coopers-classic-title-sequence-for-se7en/) - On September 22, 1995, David Fincher’s SE7EN introduced audiences to a d
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    57. [Design Legends— Kyle Cooper Main Title Designer PT 1 (Braveheart, Se7en, Dawn of the Dead)](https://www.youtube.com/watch?v=Qa7kjIiLdCE) - Meet living design legend and arguably the greatest main title designer of all time— Kyle Cooper
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    58. [30 Years of Kyle Cooper's Classic Title Sequence for SE7EN](https://www.youtube.com/watch?v=teu5F5KzGPM) - Prologue Films
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    59. [How Pixar Uses Hyper-Colors to Hack Your Brain](https://productivityhub.org/2021/05/15/how-pixar-uses-hyper-colors-to-hack-your-brain/) - The animation studio’s artists are masters at tweaking light and color to trigger deep emotional 
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    60. [Understanding Color Temperature in Filmmaking: A Guide to ...](https://dpdiaries.com/lighting/understanding-color-temperature-in-filmmaking-a-guide-to-white-balance/) - Discover how color temperature and white balance impact mood in fi
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    61. [Color Temperature & Emotion | Film Lighting Techniques - YouTube](https://www.youtube.com/watch?v=A_aymULfI1Y) - Download your free Lighting Breakdowns and a Color Temperature Chart here ▻▻ https://creative-path.c...
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    62. [What Is Matching Background Color Temperature?](https://beverlyboy.com/filmmaking/what-is-matching-background-color-temperature/) - Color temperature refers to the warmth or coolness of light, a measurement critical in photography, ...
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    63. [Why Color Temperature Is Important in Filmmaking and Editing](https://www.backstage.com/magazine/article/what-is-color-temperature-75608/) - Color temperature is the scientific measurement of a light source's level of color when heated
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    64. [Mad Max: Fury Road - Color grading by Eric Whipp - Lowepost](https://lowepost.com/casestudies/mad-max-fury-road-r9/) - Senior Colorist Eric Whipp shares details of his color grading work with the movie Mad Max: Fury Roa...
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    65. [Color Grading Blade Runner 2049 - How To Achieve The Look](https://www.rkcolor.com/blog/look-builds-blade-runner-2049/) - Recreating a look inspired by Blade Runner 2049, and breaking down the steps I took to get there. Le...
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    66. [Analyzing Blade Runner 2049's Cinematography: How to Recreate ...](https://pixflow.net/blog/analyzing-blade-runner-2049s-cinematography/) - The look comes from a consistent visual strategy across composition, lensing, exposure, lightin
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    67. [Color scripts (video) | The art of lighting | Khan Academy](https://www.khanacademy.org/computing/pixar/art-of-lighting/introduction-to-virtual-lighting/v/colorscripts) - Learn for free about math, art, computer programming, economics,
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    68. [22](https://jcolore.gruppodelcolore.it/ojs/index.php/CCSJ/article/download/294/241)
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    69. [Identifikasi Skema Warna pada Color Grading Sebagai](https://e-journal.trisakti.ac.id/index.php/seni/article/download/18394/10389/64985)
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    70. [The Magic of Studio Ghibli Art Style: A Deep Dive into Its ...](https://www.my-lekh.com/post/the-magic-of-studio-ghibli-art-style-a-deep-dive-into-its-beauty-and-influence) - Studio Ghibli's art style is known for its dreamlike landsca
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    71. [Apple Log 2 Color Grading Workflow: The 3-Step Method - Gamut.io](https://gamut.io/apple-log-2-color-grading-workflow-the-3-step-method/) - 1. Step One: Convert Apple Log 2 to a Working Color Space · 2. Step Two: Balance White Balance 
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    72. [Primary and secondary color correction | Advanced... - Fiveable](https://fiveable.me/advanced-cinematography/unit-4/primary-secondary-color-correction/study-guide/75lDqWwsDmeAmPwR) - Primary color correction focuses on global adjustmen
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    73. [The MOST IMPORTANT Concept in Colour Grading - YouTube](https://www.youtube.com/watch?v=22mmIgWIcvE) - ... LUTs and Colour Space Transformation 23:25 - Order of Operations ≠ Workflow 24:20 - An Easy Shor...
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    74. [Color Correction and Grading (LUTs) - Adobe Help Center](https://helpx.adobe.com/premiere-elements/using/color-correction-and-grading-luts.html) - Color Correction: The process of adjusting and balancing the colors of your footage to a
  • Network accessline 527
    75. [The Story Spine (also known as Pixar's Story Structure) - StoryPrompt](https://www.storyprompt.com/blog/the-story-spine-also-known-as-pixars-story-structure) - Lay down a winning plot and then enhance the story afterwards.
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    76. [The Simple Story Framework That Built Pixar’s Greatest Hits](https://www.youtube.com/watch?v=pKKJ-k1wlLQ) - "It's not the frame of your house that makes it a beautiful home—but without it, the house falls apa...
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    77. [How PIXAR Tells a Story: The Story Spine!](https://www.youtube.com/watch?v=Ay4OChxR4vQ) - 💡LEARN FROM PIXAR STORYTELLERS in this where you'll experience creating your story while learning fr...
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    78. [Pixar Director Andrew Stanton's Clues to a Great Story - ScreenCraft](https://screencraft.org/blog/pixar-director-andrew-stantons-clues-to-a-great-story/) - Ken Miyamoto discusses the clues to a great story that Pixar's Andrew Stanton 
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    79. [Pixar storyteller Andrew Stanton tells Response about his new film ...](https://spu.edu/depts/uc/response/onscreen/wall-e.asp) - WALL·E is a science fiction fable about the last robot on earth, a lonely ... without having to use ...
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    80. [Spirited Away - Ghibli Wiki - Fandom](https://ghibli.fandom.com/wiki/Spirited_Away) - The story is about the adventures of a young ten-year-old girl named Chihiro as she wanders into the...
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    81. [Spirited away – exploring environmental themes](https://hashchand.wordpress.com/2021/03/10/spirited-away-exploring-environmental-themes/) - The core premise of Spirited Away is to explore how greed has affected our relationship with na
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    82. [The Rule of Six — Walter Murch's In the Blink of an Eye - StudioBinder](https://www.studiobinder.com/blog/walter-murch-rule-of-six/) - Walter Murch's Rule of Six gives insight into the eye trace technique. We go through each rule with 
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    83. [How to Hook Viewer Retention and Keep them Watching (5 Tips)](https://engagevideomarketing.com/how-to-hook-viewer-retention-and-keep-them-watching-5-tips/) - I'm sure you're familiar with that cliff – that massive drop-off seconds afte
  • Network accessline 545
    84. [AI Video Explainer Templates for SaaS Product Demos - MindStudio](https://www.mindstudio.ai/blog/ai-video-explainer-templates-saas-product-demos/) - Templates for creating AI-generated explainer and demo videos that showcase SaaS produ
  • Network accessline 547
    85. [The 5 Hook Formulas That Actually Increase Short-Form Retention](https://www.reddit.com/r/socialmedia/comments/1pdfuv8/the_5_hook_formulas_that_actually_increase/) - The 5 Hook Formulas That Actually Increase Short-Form Retention
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    86. [High-Converting Explainer Video — What Actually Works - HeyOz](https://heyoz.com/blogs/high-converting-explainer-video-guide) - Videos over two minutes see significant drop-off: 77% of viewers will watch a video to completion at...
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    87. [Explainer Video Guide 2026: Strategy, Types, Examples & Best ...](https://www.whatastory.agency/blog/explainer-video-guide) - If you don't hook the viewer by validating their specific pain point immediately, drop-off rates inc...
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    88. [Runway vs Kling vs Luma vs Pika vs Sora (2026) - ULAZAI](https://ulazai.com/ai-video-models-guide-2025/) - Limited access, frequent outages, inconsistent quality, and high computational costs make Sora more ...
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    89. [Kling vs Sora vs Veo vs Runway: The AI Video Reality Check](https://invideo.io/blog/kling-vs-sora-vs-veo-vs-runway/) - Compare Kling, Sora, Veo, and Runway on realism, motion, consistency, and cost. Discover which model...
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    90. [Optimizing Your Workflow: Advanced AI Techniques for ...](https://superagi.com/optimizing-your-workflow-advanced-ai-techniques-for-motion-designers-to-boost-productivity/) - As a motion designer, you're likely no stranger to the pressu
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    91. [AI Video Generation 2026: How It Works | ZSky AI](https://zsky.ai/blog/ai-video-generation-explained) - Without temporal attention, each frame would be generated semi-independently, producing flickering, ...
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    92. [AI Video Temporal Consistency: Maintain Style Across ...](https://reelmind.ai/blog/ai-video-temporal-consistency-maintain-style-across-frames) - The platform for AI creators to generate and share AIGC videos
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    93. [AI Video Generation in 2025: How Multi-Modal Video Creation is ...](https://nerdbot.com/2026/02/09/ai-video-generation-in-2025-how-multi-modal-video-creation-is-changing-content-production/) - Consistency issues: Characters would chang
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    94. [The 2025 AI Video Generation Landscape: A Competitive ... - LinkedIn](https://www.linkedin.com/pulse/2025-ai-video-generation-landscape-competitive-benchmark-jones--xlsve) - Their slower generation speeds (with S/S ratios often exceedi
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    95. [Hybrid workflow: combining AI with traditional tools](https://www.humanacademy.ai/en/blog/hybrid-traditional-workflow-with-ai) - How to create a hybrid workflow that integrates artificial intelligence and traditional tools in the...
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    96. [Hybrid AI Workflows: Diffusion, Video LLMs, Keyframes](https://www.aiforart.com/style/hybrid-workflows) - Practical hub for hybrid AI workflows in anime and comics: combine diffusion models, video LLMs, and...

pricing/references/full-reference.md

  • Network accessline 494
    1. [Pricing Intelligence 101: Complete Guide for SaaS (2026) - Tierly](https://tierly.app/blog/pricing-intelligence-guide) - What is pricing intelligence? Complete guide to pricing intelligence software, competitive pricing i...
  • Network accessline 496
    2. [Pricing Intelligence Analytics 3.0: Omniscient Revenue Insights](https://www.getmonetizely.com/articles/pricing-intelligence-analytics-30-omniscient-revenue-insights) - The Evolution of Pricing Intelligence in the SaaS Landscape In toda
  • Network accessline 498
    3. [The SaaS Pricing Strategy Playbook: From Launch to Scale](https://www.getmonetizely.com/articles/the-saas-pricing-strategy-playbook-from-launch-to-scale) - Tomasz Tunguz, venture capitalist at Redpoint Ventures, notes that ... Many SaaS
  • Network accessline 500
    4. [The Complete SaaS Metrics Benchmark Report 2025 - RockingWeb](https://www.rockingweb.com.au/saas-metrics-benchmark-report-2025) - The most comprehensive SaaS benchmark dataset for 2025. Discover growth rates, profitability metrics...
  • Network accessline 502
    5. [How to Price a SaaS Offer - Paddle](https://www.paddle.com/studios/shows/profitwell-report/value-metric-benchmarks) - Patrick Campbell discusses best practices for pricing SaaS offers, emphasizing the significant impac...
  • Network accessline 504
    6. [A comprehensive guide to usage-based pricing in SaaS and what ...](https://www.drivetrain.ai/post/usage-based-pricing) - Usage-based pricing model with two or more usage metrics. Snowflake is a cloud data warehousing serv...
  • Network accessline 506
    7. [Usage-Based Pricing Examples: 10 SaaS Companies Doing It Right](https://dodopayments.com/blogs/usage-based-pricing-examples) - In this guide, we will explore 10 real-world usage-based pricing examples from industry leaders like...
  • Network accessline 508
    8. [Top 7 SaaS usage-based pricing examples to emulate in 2025](https://www.withorb.com/blog/saas-usage-based-pricing-examples) - Top 7 SaaS usage-based pricing examples ; #1 AWS ; #2 Microsoft Azure ; #3 Zapier ; #4 Mailchimp ; #...
  • Network accessline 510
    9. [Comparing the Value Model and Pricing Model of Intercom's Fin AI ...](https://www.ibbaka.com/ibbaka-market-blog/comparing-the-value-model-and-pricing-model-of-intercoms-fin-ai-agent) - B2B AI Agents are attracting a wave of interest and
  • Network accessline 512
    10. [Outcomes, Not Subscriptions](https://newsletter.failory.com/p/outcomes-not-subscriptions) - Why solution-based pricing might be the future of SaaS.
  • Network accessline 514
    11. [Usage-based pricing is rising, but not replacing other models](https://techcrunch.com/2023/02/02/usage-based-pricing-is-rising-but-not-replacing-other-models/) - Today we're unpacking OpenView's second State of Usage-Based Pricing repo
  • Network accessline 516
    12. [Ep145: Usage-Based Pricing: What Most SaaS Businesses](https://impactpricing.com/podcast/ep145-usage-based-pricing-what-most-saas-businesses-need-to-know-with-kyle-poyar/) - Kyle Poyar is the Vice President for Market Strategy at OpenV
  • Network accessline 518
    13. [PODCAST EP145: Usage-Based Pricing: What Most SaaS Businesses Need to Know with Kyle Poyar](https://www.youtube.com/watch?v=t4C-_3DRXe0) - PODCAST EP145: Usage-Based Pricing: What Most SaaS Businesses Need to Know with Kyle Poyar
  • Network accessline 523
    14. [5 Mistakes SaaS Startups Often Make with Pricing - Tomasz Tunguz](https://tomtunguz.com/5-pricing-mistakes/) - Learn the 5 costly pricing mistakes SaaS founders make, from complex models to delayed annual prepay...
  • Network accessline 525
    15. [How Intercom cracked outcome-based pricing with Fin.ai](https://www.sequencehq.com/blog/how-intercom-cracked-outcome-based-pricing-with-finai) - How do you charge for something customers don't fully trust yet? Intercom's Fin.ai has bec
  • Network accessline 527
    16. [The Strategy And Tactics Of Pricing](http://www.pmm.edu.my/zxc/2022/lib/ebok/The%20Strategy%20And%20Tactics%20Of%20Pricing%20A%20Guide%20To%20Growing%20More%20Profitably%20By%20M%FCller,%20Georg%20Nagle,%20Thomas%20T.pdf) - by TT Nagle
  • Network accessline 529
    17. [What makes a good value model? Tom Nagle's view](https://www.ibbaka.com/ibbaka-market-blog/what-makes-a-good-value-model-tom-nagles-view) - Tom Nagle introduced economic value models in his book The Strategy and Tactics of Pricing. The
  • Network accessline 531
    18. [HubSpot's Seats-Based Pricing Model in a Nutshell - IO Digital](https://www.iodigital.com/en/insights/blogs/take-a-seat-hubspot-s-seats-based-pricing-model-in-a-nutshell) - The seats-based pricing model is a subscription model, where y
  • Network accessline 533
    19. [Upcoming changes to HubSpot's pricing](https://www.hubspot.com/company-news/announcing-upcoming-changes-to-hubspots-pricing) - On March 5, 2024, we'll roll out a seats-based pricing model to all Hubs and subscription tiers—Star...
  • Network accessline 535
    20. [Usage-Based Pricing 101: Is Pay-As-You-Go Right for Your SaaS ...](https://www.getmonetizely.com/articles/usage-based-pricing-101-is-pay-as-you-go-right-for-your-saas-product) - Infrastructure/Cloud: AWS and Snowflake demonstrate pure 
  • Network accessline 537
    21. [The Complete Guide to SaaS Pricing Strategy | Tomasz Tunguz](https://tomtunguz.com/pricing-guide/) - Learn the 3 proven SaaS pricing strategies - maximization, penetration & skimming - to optimize reve...
  • Network accessline 539
    22. [The Cloud 100 Benchmarks Report 2025](https://www.bvp.com/atlas/the-cloud-100-benchmarks-report) - After a remarkable 25% jump in value from 2023 to 2024, this year's Cloud 100 list accelerated even ...
  • Network accessline 541
    23. [Outcome Based Pricing](https://www.linkedin.com/pulse/inside-intercoms-fin-pricing-aakash-nair-scq2c) - “Don’t afford yourself too many degrees of freedom when creating pricing contracts because you’ll ac...
  • Network accessline 543
    24. [Model discounts into pricing, SaaS specialist says](https://www.cfodive.com/news/model-discounts-into-pricing-saas-specialist-says/598087/) - Rather than leave discounting to a sales rep’s discretion, calculate strategically and offer 
  • Network accessline 545
    25. [After reviewing hundreds of SaaS companies' pricing evolutions, I've… | Akhil Gupta](https://www.linkedin.com/posts/akhilrex_after-reviewing-hundreds-of-saas-companies-activity-7319048116786147329--Xpb) - After reviewing hundreds of Sa
  • Network accessline 547
    26. [How to Calculate Churn Rate Correctly - Software Equity Group](https://softwareequity.com/blog/how-to-calculate-churn-rate-correctly) - Learn how to calculate and reduce SaaS churn. Explore key metrics, strategies, and why churn drives
  • Network accessline 549
    27. [The Ultimate Guide to B2B SaaS Pricing Models - AI bees](https://www.ai-bees.io/post/saas-pricing-models) - Discover the various models of B2B SaaS pricing and learn how to select the optimal one for your bus...
  • Network accessline 551
    28. [Annual vs Monthly Pricing: Which Drives Better Retention](https://baremetrics.com/blog/annual-vs-monthly-pricing-better-retention) - SaaS Pricing ... They often include a 15–20% discount to encourage annual commitments while keeping ..
  • Network accessline 553
    29. [SaaS benchmarks for subscription plans - Recurly research](https://recurly.com/research/saas-benchmarks-for-subscription-plans/) - The most popular percentage discount is 16.7% which may appear to be unusual. However, it maps to a ...
  • Network accessline 555
    30. [Pricing Information for SaaS Platforms 2026 - InfluenceFlow](https://influenceflow.io/resources/pricing-information-for-saas-platforms-complete-2026-guide/) - Monthly billing offers maximum flexibility. Annual prepayment typically save
  • Network accessline 557
    31. [The Pricing Approval Workflow: Streamlining Decision-Making in ...](https://www.getmonetizely.com/articles/the-pricing-approval-workflow-streamlining-decision-making-in-saas-deal-management) - A typical structure might look like this: 
  • Network accessline 559
    32. [Approval Threshold Frameworks | Revenue Leakage - Umbrex](https://umbrex.com/resources/frameworks/pricing-frameworks/approval-threshold-frameworks/) - Set three tiers: green (auto-approve) for deals above floor with standard terms; amb
  • Network accessline 561
    33. [5 Steps for Designing a Deal Desk Approvals Process - RevOps](https://www.revops.io/blog/5-steps-for-designing-a-deal-desk-approvals-process) - In the example from the table above, a 30% discount may require approval from the Sales Man
  • Network accessline 563
    34. [Real-Time Sales Coaching: 7 Moments When AI Actually Helps](https://www.hyperbound.ai/blog/real-time-sales-coaching-moments) - ... Jason Lemkin, founder of SaaStr. "It handles the repetitive coaching so managers can focus on th...
  • Network accessline 565
    35. [SaaS Discounting Strategy: Guardrails That Work - City Shift Finance](https://cityshiftfinance.com/saas-discounting-strategy/) - Medium discount range: manager approval required; Larger discounts: finance or pricing owner approva...
  • Network accessline 567
    36. [Freemium conversion issues? Why you need to address the penny ...](https://www.gosquared.com/blog/freemium-conversion-issues) - The data suggests that freemium conversion rates generally fall somewhere between 2-5%. Whether this...
  • Network accessline 569
    37. [Freemium vs Trial Models in SaaS: What Really Boosts Conversions?](https://www.saasfactor.co/blogs/freemium-vs-trial-models-in-saas-what-really-boosts-conversions) - Freemium users convert to paid tiers after 90-180 days on average—6-1
  • Network accessline 571
    38. [The Three Most Common Challenges with Freemium—And How to ...](https://a16z.com/how-to-optimize-your-free-tier-freemium/) - You'll know your free plan is suboptimal if your conversion rates are low—below 5% in a year (cohort...
  • Network accessline 573
    39. [How Should I Price Integrations in My SaaS Product? (2026 Strategy)](https://truto.one/blog/how-should-i-price-integrations-in-my-saas-product-2026) - The best way to price integrations in your SaaS product is to bundle widely-used con
  • Network accessline 575
    40. [Two frameworks that redefine how AI startups should price and ...](https://metronome.com/blog/two-frameworks-that-redefine-how-ai-startups-should-price-and-monetize-innovation) - Pricing experts from 49 Palms Ventures talk best practic
  • Network accessline 577
    41. [Monetizing Innovation by Georg Tacke & Madhavan Ramanujam](https://grahammann.net/book-notes/monetizing-innovation-georg-tacke-madhavan-ramanujam) - An excellent, detailed book about how to implement better monetization practices withi
  • Network accessline 579
    42. [How do you decide on pricing tiers for a SaaS? Free tier vs free trial ...](https://www.reddit.com/r/SaaS/comments/1mf0ty9/how_do_you_decide_on_pricing_tiers_for_a_saas/) - Then comes the matter of free or paid. Free tier has atrocious
  • Network accessline 581
    43. [Freemium SaaS: When and How to Use This Pricing Model](https://softwarepricing.com/blog/freemium-saas/) - The freemium SaaS business model performs best when your product delivers immediate value and target...
  • Network accessline 583
    44. [OpenView's Third Annual Product Benchmarks Report Reveals PLG Companies 2x More Likely to Grow Quickly](https://markets.businessinsider.com/news/stocks/openview-s-third-annual-product-benchmarks-report-reveals-plg-companies-2x-more-lik
  • Network accessline 585
    45. [Frequently Asked Questions](https://genesysgrowth.com/blog/components-b2b-saas-pricing-pages) - In 2026, B2B SaaS pricing pages are no longer static price lists but strategic GTM conversion engine...
  • Network accessline 587
    46. [Best Practices for Designing B2B SaaS Pricing Pages – 2026](https://genesysgrowth.com/blog/designing-b2b-saas-pricing-pages) - High-converting B2B SaaS pricing pages in 2026 combine clear, tiered value messaging, transparent pr...
  • Network accessline 589
    47. [How to Implement Van Westendorp Price Sensitivity Meter for SaaS ...](https://www.getmonetizely.com/articles/how-to-implement-van-westendorp-price-sensitivity-meter-for-saas-research) - Introduction Setting the right price for your Saa
  • Network accessline 591
    48. [What Is The Van Westendorp Pricing Model And How Does It Work?](https://getlago.com/blog/van-westendorp-pricing-model) - Discover the Van Westendorp Pricing Model: a proven method to gauge customer price sensitivity and o...
  • Network accessline 593
    49. [What Is The Van Westendorp Pricing Model And How Does It ...](https://www.getlago.com/blog/van-westendorp-pricing-model) - Discover the Van Westendorp Pricing Model: a proven method to gauge customer price sensitivity and o...
  • Network accessline 595
    50. [The Fundamentals of Van Westendorp Price Sensitivity for SaaS ...](https://www.getmonetizely.com/articles/the-fundamentals-of-van-westendorp-price-sensitivity-for-saas-businesses) - Introduction In today's competitive SaaS landscape, s
  • Network accessline 597
    51. [Gabor-Granger Pricing Method: Definition, How It Works, Examples ...](https://sawtoothsoftware.com/resources/blog/posts/gabor-granger-pricing-method) - The Gabor-Granger Pricing Method stands out as a tool designed to finesse the balan
  • Network accessline 599
    52. [Pricing Research 101: Setting the Right Price for Market Success](https://www.opeepl.com/blog/pricing-research-101-setting-the-right-price-for-market-success) - Discover how the Gabor Granger, the Van Westendorp, and Conjoint Analysis 
  • Network accessline 601
    53. [Gabor-Granger Pricing Method - Conjointly](https://conjointly.com/products/gabor-granger/) - Conjoint studies can also provide more precise estimates for total willingness to pay and are less p...
  • Network accessline 603
    54. [Willingness to Pay: What It Is and How to Measure It - Conjointly](https://conjointly.com/blog/willingness-to-pay/) - Determine what your customers are willing to pay for a particular product or service using common pr...
  • Network accessline 605
    55. [“Monetizing Innovation” – An Interview with Simon-Kucher ...](https://www.marketingjournal.org/monetizinginnovation/) - Advising companies of all sizes from Fortune 500s to startups, Ramanujam has led more than 125 monet...
  • Network accessline 607
    56. [How to Measure Willingness to Pay for SaaS (2026 Edition) - ProdMoh](https://prodmoh.com/blog/how-to-measure-willingness-to-pay-for-saas-survey-questions-interview-prompts-pricing-research-and-customer-signal-analysis) - This guide exp
  • Network accessline 609
    57. [SaaS Pricing Research Through User Interviews](https://www.userintuition.ai/reference-guides/saas-pricing-research-user-interviews/) - How SaaS teams use qualitative interviews to test pricing, packaging, and willingness to pay.
  • Network accessline 611
    58. [SaaS Win-Loss Analysis: Key Questions to Ask to Unlock Growth](https://www.linkedin.com/pulse/saas-win-loss-analysis-key-questions-ask-unlock-growth-w9phc) - By asking the right questions and actively listening to customer feedback, yo
  • Network accessline 613
    59. [Understanding Competitive SaaS Pricing Analysis: A Strategic ...](https://www.getmonetizely.com/articles/understanding-competitive-saas-pricing-analysis-a-strategic-guide-for-success) - Introduction In the rapidly evolving SaaS landsca
  • Network accessline 615
    60. [The Obscure Economic Idea Behind SaaS Pricing Challenges](https://tomtunguz.com/obscure-economic-concept-behind-saas-pricing-challenges/) - Startups struggle to set the right price for their products because pricing dynamics in the fie
  • Network accessline 617
    61. [Pricing Page Conversion Statistics for 2026: SaaS Benchmarks ...](https://www.shno.co/marketing-statistics/pricing-page-conversion-statistics) - Enterprise SaaS converts at 10% to 15% from trial but at substantially higher contract val
  • Network accessline 619
    62. [How to Use Price Anchoring for SaaS Pricing Strategy - PayPro Global](https://payproglobal.com/how-to/use-price-anchoring/) - Learn the 5-step guide to implement price anchoring in your SaaS pricing. Establish the anchor price...
  • Network accessline 621
    63. [Decoy Pricing Mistakes SaaS Companies Should Avoid - Taylor Wells](https://taylorwells.com.au/decoy-pricing/) - Discover how decoy pricing works in SaaS and how to use it without damaging customer confidence or l...
  • Network accessline 623
    64. [Tiered Pricing Strategies: A Complete Guide 2026 - Adapty](https://adapty.io/blog/tiered-pricing/) - Apply psychological principles like anchoring, decoy effect, and center-stage positioning; Embrace h...
  • Network accessline 625
    65. [The Anchoring Effect in SaaS Pricing: Using High Prices to Drive Sales](https://www.getmonetizely.com/articles/the-anchoring-effect-in-saas-pricing-using-high-prices-to-drive-sales) - Introduction In the competitive landscape of SaaS, 
  • Network accessline 627
    66. [I Analyzed 250 SaaS Pricing Pages — Here's What I Found](https://www.process.st/saas-pricing-pages/) - There are a lot of best practices for SaaS pricing pages out there, but I thought the best way would...
  • Network accessline 629
    67. [Our Answers to Frequent Questions for Building a Pricing Strategy](https://mainsailpartners.com/our-answers-to-frequent-questions-for-building-a-pricing-strategy/) - Examples of signals that it may be time to raise your price are: Your
  • Network accessline 631
    68. [How to Announce a SaaS Price Increase Without Losing Customers](https://dodopayments.com/blogs/how-to-announce-price-increase) - Step-by-step guide to announcing a SaaS price increase. Includes email templates, timing strategies,...
  • Network accessline 633
    69. [How to Write a Price Increase Email (Templates & Best Practices)](https://www.paritydeals.com/blog/price-increase-email-templates/) - Worried about customer churn from a price increase? Copy and paste our value-driven email templates .
  • Network accessline 635
    70. [SaaS Price Increase: How to Raise Prices Without Upsetting ...](https://baremetrics.com/blog/saas-price-increase-how-to-raise-prices-without-upsetting-customers) - One of the safest ways of raising prices for your SaaS product is to ra
  • Network accessline 637
    71. [Price Increase Letter: 8 Templates + How to Write (2026) - Pryse](https://pryse.ai/blog/price-increase-letter) - 1. Clear subject line. Use "Pricing Update Effective [Date]" or "[Company Name] Pricing Adjustment –...
  • Network accessline 639
    72. [B2B SaaS Annual Price Increase Strategies - Visdum](https://www.visdum.com/blog/annual-price-increase-strategies-b2b-saas) - The first is timing. Churn spikes when customers discover pricing changes too close to their renewal...
  • Network accessline 641
    73. [What is SaaS Price Testing? Methods, Models & Metrics](https://payproglobal.com/answers/what-is-saas-price-testing/) - To ensure accurate and ethical pricing testing results, avoid common issues like limited sample size...
  • Network accessline 643
    74. [A/B Testing Pricing: Is it Legal and Ethical? - Convert Experiences](https://www.convert.com/blog/shopify-ab-testing/is-ab-testing-pricing-legal-ethical/) - Is A/B testing prices legal and ethical? Can you be fined for testing pricing?
  • Network accessline 645
    75. [Analyzing Results And...](https://www.statsig.com/perspectives/ab-testing-pricing-tips) - A/B testing enables data-driven pricing decisions, balancing growth and profitability while avoiding...

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 318 facts

and 268 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md channel-expert/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md channel-expert/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md channel-expert/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md channel-expert/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md channel-expert/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md channel-expert/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.