Context windows are collapsing under large skill…
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Context windows are collapsing under large skill libraries.
**Why this is different**
**Three problems are resolved by one explicit contract:**
**Version integrity:** skill bodies are identified by SHA-256 revisions and re-hashed immediately before fetch.
**Semantic routing without opaque inference:**
exact lexical tiers, FTS5/BM25, bounded edit distance, telemetry, and lifecycle state are combined in one published equation.
**Catalog consensus:** one SHA-256 generation commits to the canonical publication-relevant catalog.
**There is no embedding model, vector database, learned classifier, random tie-break, capability-graph distance, or hidden manual priority.**
#technology
**Why this is different**
**Three problems are resolved by one explicit contract:**
**Version integrity:** skill bodies are identified by SHA-256 revisions and re-hashed immediately before fetch.
**Semantic routing without opaque inference:**
exact lexical tiers, FTS5/BM25, bounded edit distance, telemetry, and lifecycle state are combined in one published equation.
**Catalog consensus:** one SHA-256 generation commits to the canonical publication-relevant catalog.
**There is no embedding model, vector database, learned classifier, random tie-break, capability-graph distance, or hidden manual priority.**
#technology
| 4,000 mlx | |
| 7 | |
| 0 |