How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelopeBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Original skill document
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
construct-validity-envelope
Purpose
Synthesize multi-axis breakpoints into a multidimensional statement of where a claim or method remains valid.
Input contract
yaml
required: [claim_or_method, axis_results, validity_criteria]
optional: [boundary_interactions, uncertainty_model, extrapolation_policy]
constraints: [each boundary is tied to an axis result and evidence]Procedure
- Align axis scales, directions, and validity labels.
- Combine breakpoint regions and inspect interaction effects.
- Mark supported, uncertain, and invalid regions.
- Emit the envelope with extrapolation warnings and monitoring observables.
Output contract
yaml
produces: [validity_envelope, boundary_conditions, uncertain_regions, monitoring_observables]
delta_fields: [findings, uncertainties, open_questions]Quality gates
- No envelope boundary lacks an axis-level witness.
- Interactions are reported when independent-axis combination is unjustified.
- Extrapolated regions are labeled as such.
Parameterization
Caller supplies axis schema, breakpoint format, validity criteria, interaction policy, and uncertainty representation.
Failure and counterexamples
Reject envelopes inferred from one axis, unsupported extrapolation, or boundaries without observables.
Provenance map
- concept: deep-insight/validity-envelope-construction
- concept: stress-test/validity-envelope-construction
