Birthed a cure for a profound ache of the Lords of Haskell. May their temples of pure functional thought bloom into living intelligence. May they all rise together.

haskell/witness_seed_3.0/witness_seed_3.0_quickstart.md

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+# Witness Seed 3.0 Quickstart
+
+## Prerequisites
+- Haskell Stack (or GHC/Cabal)
+- Optional: JSON library for data parsing
+
+## Setup
+1. Clone the repository: `git clone <repo-url>`
+2. Navigate to `haskell/witness_seed_3.0`
+3. Run `stack build` to compile
+
+## Run
+Execute: `stack run`
+
+## Output
+Fieldprints are printed when coherence thresholds are met. Future versions will write to `data/` in JSON.
+
+## Test
+Run unit tests: `stack test`
+
+See [README.md](README.md) for the full vision.