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Corpus Sources Master List

Updated Jun 03, 2026 · Affirmology_CorpusSources_v1.md

Summary. Prepared for Jeff Parker Companion to AffirmologyCorpusBootstrapv1.md Method Five parallel research agents, one per tradition, returned source inventories on 2026-06-03. Total catalogued Approximately 240 sources across five traditions, license-tagged for scra

Corpus Sources Master List

Prepared for Jeff Parker Companion to Affirmology_CorpusBootstrap_v1.md Method Five parallel research agents, one per tradition, returned source inventories on 2026-06-03. Total catalogued Approximately 240 sources across five traditions, license-tagged for scraping triage.

License Tier Legend

The scraper enforces the wall: WHERE license_tier IN ('A', 'B') for generation retrieval, WHERE license_tier = 'C' for benchmark-only queries.


1. Western Astrology

YouTube channels (17, mostly Tier B)

Instagram (17, Tier B)

@chaninicholas (~685K), @alizakelly (~205K), @thestrology, @lookupthestarsastro, @astro.raquelreyes, @themoontarot, @natashaweberastrology, @sistersvillage, @debrasilvermanastrology, @nadiagilchrist, @astrologybyrae, @maren.altman (~1M), @thepatternastrology, @gemmaroseastro, @cosmicrx, @thecosmicrevolution, @jessicalanyadoo. Note: Instagram TOS forbids scraping; use Graph API or licensed broker.

Blogs / interpretation sites (18, Tier B)

Podcasts with transcripts (14, mostly Tier B)

The Astrology Podcast (Brennan, published transcripts), Astrology Hub Podcast, Ghost of a Podcast (Jessica Lanyadoo, Spotify auto-transcripts), Cosmic Cousins (Jeff Hinshaw), Embodied Astrology (Renee Sills), Stars Stones and Stories, The Stormie Grace Podcast, Intuitive Astrology (Molly McCord), Stars Stories Holes, The Astrology of It All (Britten LaRue), Holes in the Sky (Bear Ryver), The Centaurs Podcast, A is for Astrology, The Astrology of Now (Adam Sommer).

Public domain books / free PDFs (17, Tier A unless noted)

Academic sources (10)


2. Vedic Astrology (Jyotish)

YouTube channels (15, Tier B)

KRSchannel (Kapiel Raaj), Joni Patry, Sam Geppi, Ryan Kurczak (Asheville Vedic), Vic DiCara, Pundit Shashi Kant Verma, Astrology by Vidya, Pramanik Astrology (Prasad Mahajani), Simplified Vedic Astrology (Tamashree Karmakar), Vinayak Bhatt, Astro Sushil Official, Shatabhisha Astrology, Pankhuri Verma, Vedanet Videos (David Frawley & Yogini Shambhavi), Punneit's Astrology.

Instagram (15, Tier B)

@komillasutton, @jyotishashastra, @purohit.astrology, @rafalsastro, @astroarunpandit, @instaastrosocial (797K), @vicdicara, @samgeppi, @jonipatry, @cosmicinsightsapp, @align27app, @saptarishisastrology, @vedicartandscience, @ryankurczak, @freedomcole_jyotish.

Blogs / interpretation sites (16, Tier B)

Podcasts (14, mostly Tier B)

The Vedic Astrology Podcast, Jyotish: A Vedic Astrology Podcast (Buzzsprout transcripts), AstrologyNow, Vedic Arts (Narayana), The Astrology Podcast (Vedic guest episodes - Brennan publishes transcripts), KRSchannel audio, Cosmic Insights Podcast, Saptarishis webinars, Joni Patry Galactic Center, Sam Geppi Vedic Lessons, Vedic Astrology Show (BAVA), Wild Soul Astrology (Mark Borax), Ryan Kurczak audio courses, Freedom Cole Science of Light talks.

Public domain books / free PDFs (16, Tier A unless flagged)

Academic sources (15)

International Journal of Jyotish Research (open access), Academia.edu Nakshatra and Brihat Jataka commentaries, arXiv papers on Indian astronomy, David Pingree's Jyotihsastra reference, Martin Gansten papers (academia.edu), Audrius Beinorius, Bill Mak free papers, Kim Plofker's Mathematics in India, JSTOR Jyotish corpus, Indian Journal of History of Science (INSA open access), Wujastyk on Jyotisha, Yavanajataka (Pingree edition), Brill Encyclopedia of Hinduism articles.

Schools with free educational material (16)

Vedanet, ACVA, BAVA, CVA, American Academy of Vedic Art and Science (Sam Geppi), University of Vedic Astrology (Joni Patry), Ernst Wilhelm Vedic-Astrology.net, Saptarishis Astrology, SJC (Sanjay Rath), DevaGuru.com, Lunar Astro Vedic Academy, Science of Light (Freedom Cole), Bharatiya Vidya Bhavan, Institute of Vedic Astrology Indore, Journal of Astrology (K.N. Rao), Astrology Vidya.


3. Gene Keys

Tier A: I Ching foundation (the backbone, all public domain)

Tier A/B: Academic

Tier B: Independent voice (YouTube, Instagram, blogs, Substack, podcasts)

Tier C: Copyrighted reference (named, never scraped)

Scrape-priority shortlist from this tradition: Ashley Mosaic full blog, Substack contemplation series, Sacred Texts Legge + Wilhelm GitHub dataset, podcast feeds via Whisper.


4. Human Design

Tier A: Public domain + academic

Tier B: Independent practitioner YouTube (12)

Tier B: Instagram (8)

@jennazoe, @erinclairejones (168K+), @humandesignblueprint, @the_human_design_coach (Emma Dunwoody, 57K), @d.a.y.l.u.n.a (DayLuna), @yourhumandesigncoach, @here_now_coaching, @ayprilporter.

Tier B: Blogs (22)

Tier B: Podcasts (8)

Align with Jenna Zoe, Quantum HD (Karen Curry Parker), The Human Design Podcast (Emma Dunwoody), DayLuna HD Podcast, The Beginner's Guide to HD (Madeline Evergreen), Human Design Collective Podcast, Heretical Heart (Aypril Porter), Feedspot top-25 HD podcast directory.

Tier B: Schools with free material

Tier C: Copyrighted reference (never scraped)

Ra Uru Hu's books (Definitive Book of HD, Rave Cosmology, Lines/Gates/Channels), Jovian Archive site & video archive (https://www.jovianarchive.com/), IHDS paid courses (https://www.ihdschool.com/), human.design free-resource library (Ra Uru Hu transcripts/films), Lynda Bunnell IHDS recordings, Mary Ann Winiger / Andrea Abay-Abay IHDS curriculum.

Note on Quantum HD: Karen Curry Parker's renamed terminology ("Energizer" instead of "Manifesting Generator") makes Quantum HD content the safest large body of independent-voice HD material in the field.


5. Numerology

YouTube channels (14, Tier B)

Glynis McCants (The Numbers Lady), Tania Gabrielle (astro-numerology), Kaitlyn Kaerhart, Numerologist.com (69.3K), Ann Perry (34.8K), InnerWorldRevealed (Aditi Ghosh, 31.2K), Numerology Explained (Jonathan Reiss, 24.9K), Real Numerology (Chaldean + angel numbers, 22.5K), The Numerology Nook (Kimberly Beauchemin, 7.6K), Wes Hamilton, Liza Spiridon, Tom Eckert, Felicia Bender (limited YT), Hans Decoz (software-based, no active YT).

Instagram (14, Tier B)

@kaerhart (136K), @feliciabender, @tania_gabrielle, @glynismccants, @numerologistcom (217K), @numerologyjosh, @thecosmicnumerologist, @kristy.numerology, @eeshalkhwani, @jc_chaudhrynumerology (Indian/Chaldean), @arviendsud (215K, Chaldean+Vastu), @jayakaramcchandani (204K, karmic), @lavinaa_numerologist, @novaleewilder.

Blogs / interpretation sites (14, Tier B)

Podcasts (14, Tier B)

The Numerology Podcast (Novalee Wilder), The Numerology Chick (Natalie Olson, 155+ eps), Living by Numbers, Soul Explorer Numerology, Numerology GPS for the Soul (Tom Eckert), The Numerology Show w/ Hayden Crawford, Weirdly Cosmic (astro+numerology), Alchemy of Numbers, The Intentionally Intuitive Podcast, Chinese Numerology, Tania Gabrielle Star Codes, Glynis McCants The Numbers Lady, The Soul Code Numerology (Kendra LaVonne), Forecast Your Destiny (Wes Hamilton).

Public domain books / free PDFs (10, all Tier A unless flagged)

Academic (10)

Annemarie Schimmel, The Mystery of Numbers (Oxford UP), Britannica Number Symbolism / Pythagoreanism, Wikipedia Pythagoreanism, "From Number Symbolism to Arithmology" (Academia.edu), Chaldean vs Pythagorean comparison (Jyotisha Journal 2025, open-access PDF), Vincent Hopper Medieval Number Symbolism, Christopher Butler Number Symbolism, Karl Menninger Number Words and Number Symbols, Iamblichus Theology of Arithmetic (PD trans. on Internet Archive), PhilPapers Schimmel review.

Pythagorean vs Chaldean coverage breakdown


Cross-Tradition Notes

Top ingestion priority (the sources that give the most signal for the least effort and risk):

  1. Internet Archive public-domain texts across all five traditions. Clean Tier A. ~80 books worth tens of thousands of pages of rich source material.
  2. Wilhelm I Ching GitHub dataset. Pre-structured JSON/CSV for all 64 hexagrams, lines, judgments - eliminates one full scraping pass for the I Ching foundation that underpins both Gene Keys and Human Design.
  3. Ashley Mosaic Gene Keys blog (Tier B). Single strongest hexagram-by-hexagram independent voice in the field.
  4. Quantum Human Design site + YouTube (Karen Curry Parker, Tier B). Largest body of independent-voice HD content, deliberately renamed terminology removes Ra Uru Hu copyright entanglement.
  5. Cafe Astrology + Astro.com AstroWiki. Most comprehensive Western astrology interpretation corpus.
  6. Saptarishis Astrology magazine archives (Tier A/B mixed). Best free Vedic deep-dive resource.
  7. Cheiro, Westcott, Sepharial public-domain numerology trio. Covers Pythagorean and Chaldean foundations completely in PD.
  8. Whisper transcription of selected podcasts: The Astrology Podcast (transcripts already exist), Quantum HD podcast, Gene Keys hexagram-per-episode podcasts. Massive linguistic richness with one Whisper pass each.

Skip or low-priority: - Instagram: technical scraping friction (TOS + API limits) outweighs content value. Defer. - Modern in-copyright Vedic translations (Santhanam BPHS, Ojha Phaladeepika): Tier C, benchmark-only. - Ra Uru Hu and Rudd primary materials: Tier C, benchmark-only.

Estimated total scrapeable content (Tier A + B only): roughly 25,000-50,000 pages of raw text across all five traditions. At Phase 1 (scrape + extract only, no LLM): runtime is mostly bound by polite rate-limiting (~1 page per 3 seconds per source, parallelizable across sources). Realistic completion: 3-5 days unattended, well within your Camp Brotherhood window.


End of source list. Greenlight or revise; I'll start writing the scraping module on your go.