interface-contracts

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andrewmichelis / hashtag-lang

A small, dependency-free notation for stating facts, querying them, and recording where knowledge came from — seven symbols, six verbs, open-world semantics. CC BY 4.0 spec + Apache-2.0 reference implementation.

python dsl composition open-world provenance specification knowledge-graph query-language knowledge-representation zero-dependencies interface-contracts

Updated Sep 11, 2026
Python

SentinelOps-CI / understand-first

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Generate understanding, not just code. This toolkit helps teams reduce Time To Understanding (TTU) and Time To First Safe Change (TTFSC) with maps, traces, tours, contracts, and PR guardrails.

python developer-tools code-review code-understanding interface-contracts repository-maps ci-guardrails

Updated Oct 14, 2026
Python

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