discover-biological-analog

SkillDev tools

Lets your agent find biological systems that achieve a target function under comparable constraints.

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 discover-biological-analog skill

About this skill

Identify biological systems that achieve the target function under comparable constraints, without assuming surface similarity.

What this skill tells your AI

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

Purpose

Identify biological systems that achieve a target function under comparable constraints.

Input contract

required: [biological_function, biological_constraints]
optional: [search_terms, candidate_taxa, environment]
constraints: [candidate must demonstrate the function, not merely resemble the target]

Procedure

  1. Search across organism, process, and ecosystem levels using the function formulation.
  2. Verify the candidate's observed function and environmental constraints.
  3. Rank candidates by mechanism evidence and transfer relevance.

If an analog matches the target function under relevant constraints, consider extract-biological-strategy as the next tactic.

Output contract

produces: [biological_candidate_set, function_evidence, relevance_ranking]
delta_fields: [findings, evidence_updates, uncertainties, recommended_jumps]

Quality gates

  • Each candidate has function evidence, constraint match, and a stated uncertainty; surface similarity is not a ranking criterion.

Failure and counterexamples

Exclude candidates supported only by analogy language, stock imagery, or incompatible conditions.

Provenance map

  • biomimicry/discover: concept (no exact pool entry).
  • biological-analogy: concept (no exact pool entry).

Signals

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