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Automation
Skill

/assess-removability

Estimate whether and at what cost a constraint can be removed or relaxed.

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de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assess-removability --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/assess-removability

Context preview

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

Estimate whether and at what cost a constraint can be removed or relaxed.

SKILL.md

assess-removability.SKILL.md
name: assess-removability
description: "Estimate whether and at what cost a constraint can be removed or relaxed."

assess-removability

Purpose

Estimate whether a constraint can be removed or relaxed, at what cost, and with which residual risks.

Input contract

required: [constraint_record, dependency_map, removal_options, cost_model]
optional: [time_horizon, safety_limits, stakeholder_requirements]
constraints: [each option states feasibility, cost units, dependencies, and residual risk]

Procedure

1. Trace the constraint to dependent claims, processes, and safety conditions. 2. Generate removal or relaxation options and estimate direct cost, delay, dependency changes, and residual risk. 3. Test each option against non-negotiable boundaries and identify the cheapest feasible relaxation. 4. Emit removability class, cost/risk profile, and a reversible trial where one exists.

Output contract

produces: [removability_assessment, option_comparison, residual_risks, recommended_trial]
delta_fields: [findings, evidence_updates, uncertainties, decisions, recommended_jumps]

Quality gates

  • A-class gate: declared universe = all identified constraints and removal options; numerator = options with dependency, cost, and residual-risk evidence; batch increment = one option assessed; stopping reason = all options assessed or a feasible dominant option is established; source references = dependency, cost, and risk IDs; direction/threshold reason = removability improves only when dependency burden and residual risk decrease without violating hard boundaries.
  • A removal claim must include at least one dependency, one cost, and one residual risk.

Failure and counterexamples

Do not label a constraint removable because it is inconvenient. If removal changes the target construct, report a scope change instead.

Provenance map

  • resolved: removability-assessment
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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
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Apache-2.0
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Repo: yogsoth-ai/de-anthropocentric-research-engine