abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/construct-validity-envelope
Synthesize multi-axis breakpoints into a multidimensional statement of where a claim/method remains valid.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-validity-envelope -a windsurf -y
SKILL.md
construct-validity-envelope.SKILL.mdname: construct-validity-envelope
description: "Synthesize multi-axis breakpoints into a multidimensional statement of where a claim/method remains valid."
construct-validity-envelope
Purpose
Synthesize multi-axis breakpoints into a multidimensional statement of where a claim or method remains valid.
Input contract
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
1. Align axis scales, directions, and validity labels. 2. Combine breakpoint regions and inspect interaction effects. 3. Mark supported, uncertain, and invalid regions. 4. Emit the envelope with extrapolation warnings and monitoring observables.
Output contract
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
Read more
name: construct-validity-envelope description: "Synthesize multi-axis breakpoints into a multidimensional statement of where a claim/method remains valid."
construct-validity-envelope
Purpose
Synthesize multi-axis breakpoints into a multidimensional statement of where a claim or method remains valid.
Input contract
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
1. Align axis scales, directions, and validity labels. 2. Combine breakpoint regions and inspect interaction effects. 3. Mark supported, uncertain, and invalid regions. 4. Emit the envelope with extrapolation warnings and monitoring observables.
Output contract
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
Ships withde-anthropocentric-research-engine
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
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Questions about construct-validity-envelope.
- Which coding agents can use construct-validity-envelope?
- construct-validity-envelope installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.