Alternative Scoring

SkillDev tools

Score each candidate alternative against all criteria to produce a score

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Alternative Scoring skill

What this skill tells your AI

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

Score candidate alternatives against each criterion to produce a complete scoring matrix (alternatives x criteria).

Execution

Subagent receives candidate list, criteria definitions, and weight vector, scores each alternative on each criterion, and outputs the scoring matrix.

Why Subagent

Scoring requires analyzing each alternative individually, involves significant workload and needs consistent scoring standards; independent execution prevents score drift.

HARD-GATE

Scoring matrix must have no empty values, each score must include a brief rationale (1 sentence), and quantitative criteria must use actual data.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
spawn-agentSpawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
alternative-scoring
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine