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/evaluate-optionality

Evaluate the value of staging, deferral, reversible commitment, and information-gathering options under uncertainty; return decision-relevant option value and trigger conditions.

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de-anthropocentric-research-engine
499200 skills
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$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill evaluate-optionality --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/evaluate-optionality

Context preview

The summary Claude sees to decide when to auto-load this skill.

Evaluate the value of staging, deferral, reversible commitment, and information-gathering options under uncertainty; return decision-relevant option value and trigger conditions.

SKILL.md

evaluate-optionality.SKILL.md
name: evaluate-optionality
description: "Evaluate the value of staging, deferral, reversible commitment, and information-gathering options under uncertainty; return decision-relevant option value and trigger conditions."

evaluate-optionality

Purpose

Evaluate staging, deferral, reversible commitment, and information-gathering options under uncertainty.

Input contract

required: [decision_options, uncertainty_register, time_horizon, consequence_model]
optional: [irreversibility_costs, information_actions, trigger_conditions]
constraints: [each option states timing, reversibility, information gained, and consequence range]

Procedure

1. Represent immediate, deferred, staged, and information-gathering actions on a common timeline. 2. Estimate each action's reversible value, delay cost, information gain, and downside exposure. 3. Identify trigger conditions that would justify advancing, pausing, or abandoning each staged option. 4. Emit an option-value comparison and the conditions under which deferral is preferable to commitment.

Output contract

produces: [option_value_table, timing_policy, trigger_conditions, uncertainty_notes]
delta_fields: [findings, evidence_updates, uncertainties, decisions, recommended_jumps]

Quality gates

  • Each option includes at least one consequence of acting now and one consequence of waiting.
  • Information value is not counted unless it can change a downstream decision.

Failure and counterexamples

Do not call delay optionality when waiting only postpones an irreversible loss. If trigger conditions are unobservable, mark the option unresolved.

Provenance map

  • resolved: temporal-sequencing
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Ships withde-anthropocentric-research-engine

The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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Python
Language
Apache-2.0
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9h ago
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7mo ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine