Open Honest (in formation)

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1. honest-framework honest-framework Public

   Honest Framework: language-agnostic specification for code that is correct by design. Foundation-governed standard. Reference implementations in Python (active), JS/Ruby (planned).

   Python 5

2. slop-audit slop-audit Public

   An open standard for measuring whether a codebase can be exhaustively verified, not just tested. Finite-testability indicators (mutable-state ratio, decision-space coverage, test determinism) plus …

   Python 3

3. umbra umbra Public

   Umbra: an apophatic code auditor that reports what your tests are structurally unable to see, and proves each gap with a real failing test.

   Python 3

4. weights-watch weights-watch Public

   Measure whether the leading LLMs recognize your people, projects, and standards correctly from memory alone, with an honest UNKNOWN escape and ground-truth grading. Passes the Honest Framework's ow…

   Python

5. slop-audit-web slop-audit-web Public

   Paste a public GitHub repo, get its finite-testability scorecard. The hosted Slop Audit (try.slopaudit.org).

   Python

6. honest-skills honest-skills Public

   Agent skills that make a model report what it cannot do. root-cause forbids a causal claim without evidence; sitrep puts the finding first, bad news above good, and names every gap. Ships clarity.p…

   Python