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/construct-scenario

Construct a scenario across key uncertainties with explicit assumptions and plausibility. Modes include baseline/narrative, counterfactual, and extreme-but-plausible worst-case with breaking point, failure cascade, recovery assumptions, and distinguishing observables.

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill construct-scenario --agent claude-code

SKILL.md

construct-scenario.SKILL.md
name: construct-scenario
description: "Construct a scenario across key uncertainties with explicit assumptions and plausibility. Modes include baseline/narrative, counterfactual, and extreme-but-plausible worst-case with breaking point, failure cascade, recovery assumptions, and distinguishing observables."

construct-scenario

Purpose

Construct scenarios across key uncertainties with explicit assumptions and plausibility, including baseline, counterfactual, and extreme-but-plausible modes.

Input contract

required: [context, uncertainty_set, scenario_mode]
optional: [drivers, dependency_model, probability_method, recovery_assumptions]
constraints: [scenario assumptions and distinguishing observables must be explicit]

Procedure

1. Select uncertainty axes and record their state space. 2. Generate distinct combinations appropriate to the mode. 3. Propagate interactions, breaking points, failure cascades, and recovery assumptions where applicable. 4. Attach plausibility rationale, distinguishing observables, and outcome implications.

Output contract

produces: [scenario_set, assumptions, plausibility_rationales, observables, outcome_implications]
delta_fields: [findings, hypothesis_updates, uncertainties, open_questions]

Quality gates

  • At least 3 scenarios span different combinations of key uncertainties.
  • Scenarios are internally consistent and materially distinct.
  • Worst-case mode includes breaking point, cascade, recovery, and observables.

Parameterization

Caller supplies context schema, uncertainty axes, mode, distinctness rule, plausibility/probability method, and worst-case fields.

Failure and counterexamples

Reject decorative narratives that do not vary an uncertainty or expose a testable implication.

Provenance map

  • resolved: scenario-construction
  • resolved: counterfactual-scenario-construction
  • resolved: worst-case-construction
  • resolved: stress-scenario

Preserved source criteria ledger

| source | criterion | |---|---| | scenario-construction | Output contains at least 3 distinct scenarios spanning different combinations of key uncertainties. | | scenario-construction | Each scenario includes a narrative, key assumptions, and probability estimate. | | worst-case-construction | Extreme-but-plausible mode includes breaking points, failure cascades, and recovery assessment. |

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@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
507
Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

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Questions about construct-scenario.

Which coding agents can use construct-scenario?
construct-scenario 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.