assess-removability
SkillDev toolsLets 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.
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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
- Trace the constraint to dependent claims, processes, and safety conditions.
- Generate removal or relaxation options and estimate direct cost, delay, dependency changes, and residual risk.
- Test each option against non-negotiable boundaries and identify the cheapest feasible relaxation.
- 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