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/evaluate-scenario-impact

Evaluate a fixed candidate, research path, or portfolio under one explicit scenario using stable criteria and return impact, tradeoffs, and failure triggers.

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

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

SKILL.md

evaluate-scenario-impact.SKILL.md
name: evaluate-scenario-impact
description: "Evaluate a fixed candidate, research path, or portfolio under one explicit scenario using stable criteria and return impact, tradeoffs, and failure triggers."

evaluate-scenario-impact

Purpose

Evaluate one fixed candidate, path, or portfolio under one explicit scenario.

Input contract

required: [candidate, scenario, evaluation_criteria]
optional: [baseline, metric_definitions, vulnerability_rules]
constraints: [criteria, units, and scenario assumptions remain fixed during evaluation]

Procedure

1. Instantiate the candidate under scenario assumptions. 2. Compute or qualitatively assess each declared criterion. 3. Identify tradeoffs, vulnerabilities, and failure triggers. 4. Return impact evidence and unresolved uncertainties.

If the impact estimate depends on uncertain drivers or parameter choices, consider `assess-sensitivity` as the next tactic.

Output contract

produces: [impact_assessment, metric_results, tradeoffs, vulnerabilities, failure_triggers]
delta_fields: [findings, uncertainties, decisions]

Quality gates

  • All declared criteria are addressed with units or explicit qualitative scales.
  • Vulnerable or failing members are named, not hidden in aggregate scores.
  • Scenario assumptions and baseline are cited for every comparison.

Parameterization

Caller supplies candidate schema, scenario schema, criteria, metric formulas, baseline, and vulnerability thresholds.

Failure and counterexamples

Reject evaluations that change scenario assumptions midstream or report aggregate impact without member-level checks.

Provenance map

  • concept: convergence/portfolio-evaluation-per-scenario
  • concept: experiment-execution/scenario-impact-assessment
  • intermediate: Pass3/evaluate-scenario
  • intermediate: Pass3/assess-scenario-impact
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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
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Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

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Questions about evaluate-scenario-impact.

Which coding agents can use evaluate-scenario-impact?
evaluate-scenario-impact 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.