Reference command-line client over wickra-shazam-core: load a spec and an asset's history from CSV, index it, match the current fingerprint against the…
Data-driven core of Wickra Shazam: a serde FingerprintSpec rolled over an asset's history into an index of fixed-dimension microstructure fingerprints, matched…
Pure safe Rust port of meshoptimizer 1.3 with byte-identical output. Covers mesh simplification, vertex cache, overdraw and fetch optimization, meshlet…
A streaming output firewall: Aho-Corasick pattern kill on the token stream as text forms, structural-form evasion checks, and in-place PII redaction — named…
Bounded autonomy for self-acting systems: an autonomy ladder (off/suggest/safe-apply/full), protected surfaces that never auto-apply, blast-radius caps, rate…
Reference command-line runner over wickra-benchmark-core: recompute a curated case or suite against its datasets and report pass/hash-match, exiting non-zero…
Constitutional self-modification: every change to a system's own behavior-bearing state is a signed amendment — proposed, deliberated, ratified by tier,…