Correction evidence
Mines correction-shaped turns and their surrounding exchange from supported work logs.
Hermeneutic 0.1.9 · Python 3.10+ · Apache-2.0 published-release licenseOpen source · inspectable boundary
Correction-aware drift gate
Catch recurring AI drift with prior corrections.
Hermeneutic recovers correction evidence from supported work logs as advisory context and checks a draft for fixed English drift patterns.
$ pip install hermeneutic==0.1.9
$ hermeneutic gate --draft response.txtRelease
v0.1.9
Published on PyPI
Runtime
Python 3.10+
Apache-2.0 published-release license
Quick start
One command
Inspect the repository first
Scope
Bounded tool
Not a system-level guarantee
§ 01
The problem
Why this exists
Make the evidence boundary visible.
In repeated AI work, useful corrections can remain in logs while a later draft repeats a known drift pattern. Hermeneutic makes supported correction-shaped records available as advisory context and applies fixed English checks to a saved draft.
§ 02
What it does
Advisory retrieval
Surfaces similar prior correction records as context for a new task.
Deterministic gate
Checks a draft with fixed English rules and reports an explicit result.
Quick start
Start with the documented command.
Install the current package, then inspect its output and configuration before relying on it in an application or workflow.
$ pip install hermeneutic==0.1.9
$ hermeneutic gate --draft response.txt§ 05
Related concepts
GLOSSARYHermeneutic DriftA shift in the task, document, or referent a system takes to be in view.GLOSSARYEpistemic EngineeringEngineering how AI systems handle evidence, uncertainty, and justification.GLOSSARYRecursive interpretive conditioningHow retained interpretations reshape the conditions for later interpretation and action.
The boundary
Useful evidence is not a blanket guarantee.
Hermeneutic is an advisory drift check. It does not establish that a response, claim, or system is correct, complete, or ready for use.
Compare it with the other open-source tools →Read about hermeneutic drift →