Area
The technical core: corpus, craft, the agent council, and the chart math.
Home / Engine
The grounding knowledge base across astrology, Human Design, Gene Keys, and numerology: acquisition, bootstrap, growth, sources, and status.
Jeff's ask, 2026-06-20: have the nightly corpus builder really research TECHNIQUES and PRACTITIONERS, the teachers behind transformation and manifestation, like Ken Wilber, Gurdjieff, Neville Goddard, "collapsing the wave function from the desired outcome back
No summary available.
Hand this to Claude Code and let it run unattended within budget. Jeff is tired of babysitting the corpus. This reframes the work so we stop grinding junk and start acquiring real material.
Measured directly from corpus.db (12,940 records, 3,866 docs, 88 sources, all tier A/B, tier wall intact). The honest read: the headline counts hid the real problems. One tradition is strong, one is corrupted, four are thin, and depth is missing almost everywh
Goal: turn the corpus pipeline from a one-time scrape into a nightly, self-directed agent that grows the corpus deeper over time, especially the starving traditions, learns from its own failures, overcomes obstacles, and also gathers competitive and cultural i
Verified 2026-06-15: NVIDIA Nemotron 3 Ultra is real (released June 4 2026, Computex), live on OpenRouter at nvidia/nemotron-3-ultra-550b-a55b (~$0.50 in / $2.50 out per million tokens) with a rate-limited :free variant. The briefing's facts are accurate.
Snapshot after the overnight chained run (overnightcorpus.sh, run 03:36).
Prepared for Jeff Parker Period covered Thursday June 4 evening through Monday morning (your Camp Brotherhood window) Status Scrape pass completed cleanly. Structured records: zero (Gemini path blocked by org policy chaos). 4.3 million words of raw text now si
Plan: You kick this off Thursday evening (June 4) before leaving for Camp Brotherhood. The system runs unattended for ~84 hours through Monday morning (June 8). Zero check-ins from you. The runner is hardened to survive single-source failures, hangs, cost spik
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
Compiled June 2026. License tiers: A = clean public domain, B = third-party commentary in own words (fair use, but verify per-source TOS before scraping), C = copyrighted reference (catalog only, isolated benchmark DB, never training/generation).
Prepared for Jeff Parker Locked dates Sept 11 debut (Jeff's birthday party in Miami). Sept 25 Ultimate Wellness Conference (group-headset stress test). Nov 11 official curated Miami launch. Goal of this document Get the proprietary knowledge corpus building ru
How a belief is actually installed: the belief-installation core craft, the negation and shadow rule, breakthrough technique research, the practitioners and techniques library, and the reading-craft standard.
Jeff's instinct was correct: phrasing affirmations as negations of the unwanted state ("Not arriving. Not almost ready.") can backfire.
Status: started. This is the first concrete deliverable for C29 (the P0 core craft spine). Parent doc: AffirmologyBeliefInstallationCoreCraftv1.md (the 10 rules and the install arc). Two parts here: (1) the form + rule tagging schema to add to the craft / prac
Why naive repetition fails, and the exact craft that gets past the mind's guard. This is two things at once: the script arc of every Sacred Audio, and the most credible explainer beat the films can use. Living doc, add notes at the bottom. No em dashes.
This is the core craft of Affirmology. Every Sacred Audio is an attempt to install a belief into the Subconscious Operating System through repetition and identity, in a way the mind accepts rather than rejects. This doc names the mechanism, the rules that make
Source material for the craft knowledge engine to distill into actionable breakthrough entries. This is the HOW of moving a person past a block or limiting belief inside a Sacred Audio. Everything here is brand clean: no em dashes, never name a meditation teac
The big claims out there (Tony Robbins and the rest) sound very different on the surface, but underneath them sits a small, well-studied set of mechanisms. The hype is in the branding and the over-promises. The substance is real, and a personalized first-perso
A suite of audio types that spawn from the same standing Wealth Context (Jeff and Sol), each a different modality serving one arc: stepping out of old beliefs and timelines into wealth, purpose, and the breakthrough now, with Affirmology funded and growing. Bu
A first-person installation, woven from the woven wealth reading, the breakthrough timing, and the now-pivot. Theme: stepping out of the old scarcity timeline into the present breakthrough, with Affirmology as the vessel. This is both a usable script and the c
Phases 1 and 2 are done: the craft base exists (94 entries) and is wired into the council (Hypnos plans the techniques, Orpheus drafts with the plan, Apollo gates on it, Hermes searchcraft in chat). Phase 3 makes the craft base GROW on its own each night, the
Jeff's catch: does the system actually USE our techniques/neuroscience/frequency/audio knowledge to conduct better transformational audios, or is it just a "Chiron situation"? Honest answer: mostly the latter. This is the second pillar, and tonight's upgrade.
The methods layer the Studio draws on, on top of a person's chart. Each technique is a tool the engine can weave into an audio. This is v1, distilled from our neuroscience and meditation research and to be enriched (and structured into the corpus as a "techniq
The engine's data is strong. The gap Jeff named is INTERPRETIVE: the system reaches for keywords ("8th house = other people's money") instead of explaining the mechanism and the choice, the way a humanistic evolutionary astrologer (Steven Forrest is the benchm
How the agent council is designed and wired: the architecture, the agent registry, Hermes the router, the specialist oracles, gate prompts, and live council tests.
Status: PROPOSAL for Jeff's approval. Not built. Routes through the existing Hermes council pattern.
HERMES: this is our standing WEALTH CONTEXT for Jeff and Sol. Keep it for this conversation and use it to shape any custom audio you make for us (it already reflects our charts, so do not re-pull or re-derive, build on what is here). When we ask for an audio,
Jeff ran the two-person wealth-codes question live. After a hard refresh, Hermes returned a FULL, rich, mechanism-level reading for both Jeff and Sol: pulled both charts, ran Lakshmi (and others) deep, cited 8th-house leverage, the Gene Keys Pearls (45.5 Syner
Jeff's direction (2026-06-18): the system should already KNOW how to use the blueprint for the predictable life questions (money, relationships, career, etc.), so the agents do not figure it out on the fly. Each life domain gets a VOICE (from the existing rost
Captured 2026-06-18 from Jeff's direction. This is the navigation map for the whole cast: how it is structured, who is in, the open naming questions, the special mechanics (morphing, animal forms), and the build sequence. Pairs with the visual lookbook (Affirm
Triggered 2026-06-18: Sol used Atlas, asked Hermes a real, sophisticated question, and got "horrific non-results." This is the diagnosis (a self-analysis / probe of Hermes's gaps) and the plan to fix it.
Named by Jeff 2026-06-18. Persephone is the council's guardian of transformation: the counterweight to identify-and-align. She is an ENFORCED Apollo gate, not an optional advisor. Where Apollo already runs technique-fit, arc-and-cadence, Hypnos subconscious-ef
The prompted-role implementation of the council and critique loop from AffirmologyAgenticCouncilDesignv1.md. This is the highest-value build: the "feels deeply seen" quality lives here. These roles wrap the existing single-pass scriptgenerator.py (which is ess
Demonstration of the new council role Chiron from AffirmologyCouncilLoopPromptsv1.md. SCRIPT ONLY, no audio rendered. Chart-driven from Jeff's real, verified blueprint. Purpose chosen: a daytime founder-confidence / core-identity audio (the Studio "Founder con
Living list of every agent and engine in the system, what it does, and whether it is live. Keep it current as new agents (especially Studio agents) come online. Visual map: AffirmologyAgentPipelineMapv1.svg.
Ran the wired council loop end to end with the real Anthropic API on Sol's stored chart, via the engine (affirmology-agent). Sophia synthesized, Orpheus drafted, Apollo passed all four gates on the first draft. A 62-word opening was then voiced via ElevenLabs
Step 2 of the build order. Reconciled with AffirmologyInsightAgentsDesignv1.md and AffirmologyAgenticCouncilDesignv1.md. Uses data we already compute. Its output is a BRIEF (analysis), never an audio. It feeds Sophia and opens the Studio composer with the pers
Acceptance test for the council/loop prompted roles. SCRIPT ONLY, no audio rendered. Chart-driven from Sol's real blueprint (affirmology-agent/out/soledadballarddemo2026-05-29/backend/facts.md and the verified charts). Purpose chosen: a daytime core-identity,
Reconciled with AffirmologyAgenticCouncilDesignv1.md. That council doc is the source of truth for naming and architecture; this doc specs the engine layer underneath it and records build status.
Extends AffirmologyInsightAgentsDesignv1.md. This is the deeper backend: a council of expert agents and an iterative loop that turns chart data into an audio that makes a person feel deeply seen.
The analysis layer that decides WHAT to say and WHEN, not just how to say it.
Prepared for Jeff Parker Frame Affirmology is your Subconscious Operating System. Cosmic-blueprint details are your settings. Personalized audios are software updates. Reports are diagnostics. Pilgrim is a major OS upgrade. The community is the support forum.
Purpose: Walk Jeff (novice mode, engineering literate) through standing up an agent system that takes name + birth date + birth location and produces a verifiably accurate astrology, numerology, Gene Keys, and Human Design report. Then layer affirmation genera
The computational core: chart and Vedic depth math, the stored natal basis, the growth engine and timing layer, and backend and pipeline architecture.
Status: building. Phase L1 started 2026-06-21 (Jeff pasted the L1 task to Code). Studio only. Demo locked. Consolidates and supersedes the older phased note at CLAUDE OUTPUTS/Affirmology/AffirmologyVedicEnginePhasedPlanv1.md as the working brief (the queue poi
Jeff 2026-06-20: "Why would we run a complete new chart each time an audio is generated for someone we already pulled? That is inefficient and wasteful, especially at scale. All that info should be obtained once, stored, and used as the basis for all custom Sa
Jeff's direction: (1) get the corpus crawler to also GROW the interpretation layer, nightly, on a cron, ideally cloud-based (no laptop); (2) build the feedback/corrections model into it; (3) wire aspects in now; (4) the craft-critique gate is Apollo; (5) figur
Goal (Jeff): "be the masters of the cosmic blueprint." Compute the full chart and feed ALL of it into report generation AND Hermes, so readings are real, not a list of positions.
The astrology engine (affirmology-agent/src/affirmology/chart/astrology.py) calls Swiss Ephemeris with the MOSHIER flag (swe.FLGMOSEPH). Moshier is the built-in analytic ephemeris that needs no data files, but it only covers the ten classical planets and the l
The corpus crawler is one output of a bigger machine: a nightly intelligence-and-growth engine. It learns from the spaces where our audience already lives (Reddit, YouTube, Instagram, and the wider cosmic-blueprint / subconscious-audio world), turns that into
Jeff's call (2026-06-16): part now, part later; the corpus is weak on Vedic; keep this logged. This is the plan. Parashara (the council's Vedic voice) sits on top of this engine once it exists.
Prepared for Jeff Parker Status Living document. Pairs with AffirmologyAgentArchitecturev1.md (the "why") and AffirmologyAutomatedPipelineSpecv1.md (the original eight-component blueprint). This doc is the working map of where the system is today, where you wa
Purpose: Outline what it would take to go from "hand-crafted demo for one person" to "any attendee enters their birth data and walks away with a personalized audio and accompanying methodology video."
Model selection and the quality gates: the gate-model bake-offs and the corpus-structuring evaluations.
The goal: every time Affirmology audio (a Sacred Audio line) plays, a small on-screen SOURCE TAG shows WHICH of the person's own systems it came from (Human Design center, Gene Keys gate, astrology house/planet, Vedic, numerology). On mute it makes the viewer
Tuned prompt (not Haiku's verbatim). Quality (judged vs source): Haiku 7.16/10, deepseek-v4-pro 5.32/10. Cost $0.183 for 75 docs.
Tuned prompt (not Haiku's verbatim). Quality (judged vs source): Haiku 7.16/10, deepseek-v3.2 6.44/10. Cost $0.044 for 75 docs.
Tuned prompt (not Haiku's verbatim). Quality (judged vs source): Haiku 7.24/10, qwen3-235b 6.28/10. Cost $0.016 for 75 docs.
Same source document, structured by each backend. Haiku is the current corpus standard; Nemotron is the candidate. Judge the gap by eye. Verdict was HOLD (Haiku 6.76/10 vs Nemotron 4.88/10 over n=25 each).