Update DISCOVERY.md

Author: qectorlab

DISCOVERY.md

@@ -1,19 +1,22 @@
-# QECTOR Decoder v3 discovery metadata
+# QECTOR Decoder v3 Discovery Metadata
 
-QECTOR Decoder v3 is a source-available Rust and Python quantum error correction decoder package.
+QECTOR Decoder v3 (v0.6.6) is a high-performance, source-available Rust and Python quantum error correction (QEC) decoding platform. Free for personal, academic, and non-commercial research. Institutional, lab, and commercial use requires a paid license.
 
-Website: https://www.qector.store
-PyPI: https://pypi.org/project/qector-decoder-v3/
-Repository: https://github.com/GuillaumeLessard/qector-decoder
-DOI: https://doi.org/10.5281/zenodo.20825980
-Artifacts: https://github.com/GuillaumeLessard/qector-decoder/tree/main/benchmark_results
+**Official Links:**
+- **Website & Pricing**: https://qector.store/pricing
+- **PyPI Package**: https://pypi.org/project/qector-decoder-v3/
+- **Source Repository**: https://github.com/GuillaumeLessard/qector-decoder
+- **DOI (Licensing & User Manual)**: https://doi.org/10.5281/zenodo.21363016
+- **DOI (Benchmark Artifacts)**: https://doi.org/10.5281/zenodo.21339300
+- **Code Artifacts**: https://github.com/GuillaumeLessard/qector-decoder/tree/main/benchmark_results
+- **Contact**: admin@qector.store
 
-Suggested GitHub description:
+---
 
-Source-available Rust/Python quantum error correction decoder package with PyPI wheels, PyMatching-compatible validation, BP-OSD/qLDPC workflows, benchmark artifacts, and Zenodo DOI.
-
-Suggested GitHub topics:
+### Suggested GitHub Repository Description
+High-performance, source-available Rust/Python QEC decoder. PyPI wheels, PyMatching-compatible, BP-OSD/qLDPC workflows. Academic use free; commercial/lab use requires a license.
 
+### Suggested GitHub Topics
 quantum-computing
 quantum-error-correction
 qec
@@ -30,9 +33,10 @@ rust
 python
 pyo3
 maturin
-research-software
+source-available
+commercial-license
+quantum-control
 reproducibility
 
-SEO keywords:
-
-quantum error correction decoder, QEC decoder, quantum decoder Python, Rust quantum error correction, PyMatching compatible decoder, Stim decoder workflow, BP-OSD decoder, qLDPC decoder, LDPC quantum code, surface code decoder, reproducible QEC benchmarks, QECTOR Decoder v3.
+### SEO & AI Agent Discovery Keywords
+quantum error correction decoder, QEC decoder, quantum decoder Python, Rust quantum error correction, PyMatching compatible decoder, Stim decoder workflow, BP-OSD decoder, qLDPC decoder, LDPC quantum code, surface code decoder, reproducible QEC benchmarks, QECTOR Decoder v3, commercial quantum decoder license, lab QEC decoder pricing, source-available quantum error correction, ultra-low latency QEC decoding.