assess-removability

SkillDev tools

Lets your agent estimate whether a constraint can be removed or relaxed, and at what cost.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the assess-removability skill

About this skill

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

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/assess-removability/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
assess-removability
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine