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PyAutoMemory

The long-term memory of the PyAuto organism: what it has learned, distilled into cross-linked LLM wikis — literature summaries, scientific concepts, and the citation metadata to verify them. Source PDFs live off-repo; what's here is the durable knowledge. Start at index.md.

The sub-wikis (self-contained, shared schema):

Wiki Covers
lensing_wiki/ strong gravitational lensing (the primary wiki)
smbh_wiki/ supermassive black holes, binaries, recoil, GW background
cti_wiki/ charge transfer inefficiency, Euclid VIS calibration
methods_wiki/ Bayesian inference, samplers, deep learning, simulations
galaxies_wiki/ galaxy formation and evolution

bibliography/ holds the canonical BibTeX metadata every wiki cites against; reading-queue.md is what's waiting to be read and filed. New knowledge updates the metadata and the claim support together, then passes make validate-literature-citations.

The wiki schema is defined in lensing_wiki/CLAUDE.md and inherited by every sub-wiki. How agents should read this repo: AGENTS.md. The organism this repo is the Memory of: PyAutoBrain/ORGANISM.md, documented in full at https://pyautoscientist.readthedocs.io.

Licence: structure and tooling MIT; wiki content CC BY 4.0 — see LICENSE.

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The Memory of the PyAuto organism: accumulated knowledge — papers, LLM-readable sub-wikis and reference material for PyAuto science.

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