Skip to content
Automation
Skill

/explore-dimensional-space

Represent a problem/research space as validated dimensions and values, enumerate compatible combinations, and optionally map occupancy, detect gaps, prioritize regions, or synthesize candidate questions/ideas.

From plugin
de-anthropocentric-research-engine
512200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill explore-dimensional-space --agent claude-code

SKILL.md

explore-dimensional-space.SKILL.md
name: explore-dimensional-space
description: "Represent a problem/research space as validated dimensions and values, enumerate compatible combinations, and optionally map occupancy, detect gaps, prioritize regions, or synthesize candidate questions/ideas."

explore-dimensional-space

Purpose

Represent a problem space as validated dimensions and values, enumerate compatible combinations, map occupancy, detect gaps, and synthesize candidate questions or ideas.

Input contract

mode_contracts:
  morphological-generation: &dimensional_input
    required: [target_space, dimensions, values]
    optional: [coverage_matrix, compatibility_rules, objective]
    constraints: [dimension_semantics_and_independence_posture_must_be_declared]
  research-space-mapping: *dimensional_input
  gap-mapping: *dimensional_input

Execution protocol

Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.

1. You MUST load skill `define-analysis-dimensions` to define the exploration axes. You MUST load skill `enumerate-dimension-values` to enumerate meaningful values. 2. Apply the selected mode's combination, compatibility, and coverage operations. 3. Retain axis dependencies and uncovered regions exposed by the selected mode. 4. When the task is not descriptive mapping, You MUST load skill `score-object` to score the retained regions. When a research question is in scope, You MUST load skill `generate-subquestions` to derive questions from those regions. If deliberate disruption is needed to escape the declared axes, consider `destructive-ideation`. If the main objective becomes systematic coverage repair, `coverage-white-space-search` may be the better next tactic. Deviation: skip scoring when the task is descriptive mapping; skip subquestions when no research question is in scope.

Output contract

mode_contracts:
  morphological-generation:
    produces: [dimension_schema, value_catalog, combination_map, compatibility_report]
    delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties, decisions, recommended_jumps]
  research-space-mapping:
    produces: [dimension_schema, value_catalog, coverage_gaps, prioritized_regions, subquestions]
    delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties, decisions, recommended_jumps]
  gap-mapping:
    produces: [coverage_gaps, prioritized_regions, subquestions]
    delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties, decisions, recommended_jumps]

Thresholds and quality gates

  • Axis independence, compatibility rules, and gap representation must be inspectable.
  • Scores require a declared rubric and evidence.

Failure and counterexamples

Do not call a sparse matrix a white space until compatibility and coverage semantics are checked. Merge redundant axes rather than double-counting them.

Provenance map

  • resolved: morphological-exploration
  • resolved: general-morphological-analysis
  • resolved: cross-consistency-analysis
  • concept: combination-mapping [tactic]
  • concept: consistency-checking [tactic]
  • resolved: dimensional-analysis
  • concept: axis-identification [strategy]
  • concept: combination-mapping [strategy]
  • concept: gap-prioritization [strategy]
  • resolved: matrix-generation
  • intermediate: Pass5/morphological-search
  • intermediate: Pass5/map-dimensional-research-space

Preserved source criteria ledger

| source | source line | kind | source criterion | |---|---:|---|---| | v4 architecture | node desc | textual | Enumerate compatible combinations, validate axes, map occupancy and detect gaps. |

Context checkpoint / Delta notes

Append dimensions, values, combinations, pruned regions, gaps, scores, and derived questions.

Mode branches

  • `morphological-generation`: emphasize unconstrained combination generation before pruning. You MUST load skill `enumerate-combinations` to enumerate the combinations. You MUST load skill `evaluate-compatibility` to prune incompatible combinations.
  • `research-space-mapping`: emphasize typed dimensions, occupancy, and coverage. You MUST load skill `validate-axis-independence` to identify dependent axes.
  • `gap-mapping`: emphasize absent/thin/disconnected regions and their implications. You MUST load skill `detect-coverage-gap` to identify absent, thin, and disconnected regions.
Read more
@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

Momentum

stars in total
512
Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

More skills from other plugins.

agent-builder

agent-builder

Load immediately after an Agent intent, before the first agent_builder_* call. Governs how you create, configure, test, and…

n8n2w209k
@n8n-io@n8n-ioInstall Skill
browser-use

browser-use

Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers…

@browser-use@browser-useInstall Skill
add-anydoc

add-anydoc

Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when…

@nanocoai@nanocoaiInstall Skill

Questions about explore-dimensional-space.

Which coding agents can use explore-dimensional-space?
explore-dimensional-space 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.